From 3f88cf4e76373f69d782ecc8207fe0bb1d778905 Mon Sep 17 00:00:00 2001 From: Alec Solder Date: Wed, 15 Jan 2025 01:59:16 -0600 Subject: [PATCH 1/3] Implementation of using swarms in code for a few different things --- autogen/agentchat/contrib/learning/README.md | 103 + .../agentchat/contrib/learning/__init__.py | 0 .../contrib/learning/animal_crossing.duckdb | Bin 0 -> 9973760 bytes .../contrib/learning/function_models.py | 151 + .../knowledge_code_gen_swarm_agent.py | 196 + .../knowledge_function_swarm_agent.py | 314 + .../learning/knowledge_sharing_swarm_agent.py | 162 + .../contrib/learning/swarms_as_code.ipynb | 5028 +++++++++++++++++ autogen/coding/base.py | 8 + .../coding/jupyter/jupyter_code_executor.py | 42 +- 10 files changed, 6003 insertions(+), 1 deletion(-) create mode 100644 autogen/agentchat/contrib/learning/README.md create mode 100644 autogen/agentchat/contrib/learning/__init__.py create mode 100644 autogen/agentchat/contrib/learning/animal_crossing.duckdb create mode 100644 autogen/agentchat/contrib/learning/function_models.py create mode 100644 autogen/agentchat/contrib/learning/knowledge_code_gen_swarm_agent.py create mode 100644 autogen/agentchat/contrib/learning/knowledge_function_swarm_agent.py create mode 100644 autogen/agentchat/contrib/learning/knowledge_sharing_swarm_agent.py create mode 100644 autogen/agentchat/contrib/learning/swarms_as_code.ipynb diff --git a/autogen/agentchat/contrib/learning/README.md b/autogen/agentchat/contrib/learning/README.md new file mode 100644 index 0000000000..d8a23bb509 --- /dev/null +++ b/autogen/agentchat/contrib/learning/README.md @@ -0,0 +1,103 @@ +## Intro + +This notebook is going to show off all the different features added as part of this PR. + +The idea for this came from the fact that I wanted to leverage the swarm-loop debugging functionality +but there was a lot to be desired in the "orchestration" of these swarm-loop debugging efforts. +I'm sure someone can make a model strategize and orchestrate big complicated swarms though. + +As I played with it, I wanted things like the following: +- I want to have more control about memories for agents +- I want to be able to orchestrate things in for loops +- I want it to be able to generate and run code which involves other agents and functions +- I want to be able to use these things in my code. I want it to write functions for me and I use it, in the same code +- I want it to invoke functions for me, and I get the actual result value, not just LLM output + +I was trying to figure out solutions for these things, but then had the idea of removing the +outer swarm layer, and replacing it with code. Code is good! I can orchestrate some +very complicated things in code much more easily than I could with swarms. And, it makes them easier to use too. + +Next are descriptions of the different features involved. + +### Agents which invoke a function for you +One of the key features of swarms and group chats are their ability fix code by working through errors. +They do this by keeping the trial and error in the message history in order to debug. + +The class `KnowledgeFunctionSwarmAgent` works by letting you register a function for it to be responsible for invoking. +This does mean you have to adhere to some of the AG2 function standards to give it the best chance of working well. + +This code `queryer.auto_gen_func("List the available tables.")` will trigger a swarm +to run, use the function you provided, and return you a result which answers your question. (maybe should be called request) + +There are a lot of features in the code like having it add a hypothesis and validation criteria +and then it validates the response against those validation criteria. The flexibility of swarms lets you define a pretty good +state machine to run the functions and validate the responses. + +Right now, the agent expects that it will be able to answer the question using a single response from the function. +This is to guarantee there isn't any funky business with it hallucinating answers based on message history when debugging. + +### Memory and memory sharing between agents +In order to make these useful, they need some sort of memory between invocations. + +For now, everything is tied to "remembering" function calls. You must run `agent.remember(res)` in order to +have the result committed to memory. By making this step explicit, it lets the user control what exactly is remembered +by the agent at a specific point in time. + +For example, you could want to do a bunch of "initialization" requests to build up memory. Help the agent get an idea of what is possible +through building it up from basic to complicated. Then, you can choose to use the agent exactly as is from then on, or remember things. + +You can also register different agents like `agent.add_knowledge_source(agent_1)` to an agent, which means that `agent` will have the memories of `agent_1` on top of it's own memories. +There's some interesting stuff in the code because it's likely important for the main agent to +have the memories represented with parameters to help with future invocations, but that isn't +relevant for when those memories are used by other agents. + +### Native python code generation and running + +Now, what if you don't want to write your own functions? +- Sometimes I want to have an LLM just write a function for me, in my code, in the easiest way possible. +- I want it to 'just work', which means it compiles and runs for sure +- I want it the code to be written using real data from my actively running code to educate +and test the functionality. + +Well it actually works, and it's actually built on top of the other agent code! + +`KnowledgeCodeGenSwarmAgent` essentially defines a function for `KnowledgeFunctionSwarmAgent` +where this function is used normally by the swarm, but the function actually executes code in a jupyter kernel to test it. +The data from the pain process is pickled and passed in (gross but cool), and the function that runs in the jupyter kernel is pickled and passed +back out. + +Right now you have to pass in the params, types, example value, and return type as well. But this can be improved. + +```python +res = func_generator.generate_function( + """Generate me a function which picks a random fish from the input dataframe input_df, but the choice is decided based on their size. +The bigger the fish the more common it is based on the multiplier parameter. Return (Name, Size)""", + function_name="column_analysis_func", + params={"input_df": (all_fish, pandas.DataFrame), + "multiplier": (5, int)}, + return_type=Tuple[str, str], + ) + +func = res.result +func(fish, 10) # This is now a function you can use! +``` + +This works with memory as well, so you can educate the code generator with knowledge from other code generators or other agents. + +### Future Work +Exciting code gen ideas: +- Make it functional as an annotation, so you'd just define the skeleton of the function and annotate it, and then it +becomes a function which codes itself at runtime +- Have the resulting function actually be wrapped and in a try except block, and if it throws an exception, +it will use the params that resulted in the exception and re-generate itself. I think that would be super cool. +- Figure out some way to pass in the context of the file or the class it is being invoked in. I think this begins the journey to doing more complicated gen things. + +Other ideas: +- More extensive testing of the results +- The ability to get a pre-configured Callable out of the result so that you can invoke the function the same way in the future N times +- Figure out how to get it to return a "wrapped" function with different params. +For example, the input to the function is "query" for a SQL query, but I want to be able to pass in a table name and that gets inserted into the query somehow. +- Better memory management methods. Creating snapshots of memory at specific times, compaction, etc. +- Make it so that code gen gets the input params passed in as strings so it can see them +- Really cool: Instead of having code gen return a function directly, how about returning code that makes it so if the function is invoked and it throws an exception +the diff --git a/autogen/agentchat/contrib/learning/__init__.py b/autogen/agentchat/contrib/learning/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/autogen/agentchat/contrib/learning/animal_crossing.duckdb b/autogen/agentchat/contrib/learning/animal_crossing.duckdb new file mode 100644 index 0000000000000000000000000000000000000000..2c35726351a8666bae7104fab217d8bb31444826 GIT binary patch literal 9973760 zcmeF43!GbJng3HL?EnQzxs|J#QlKa;)0xaAqG;~vn5DPLj#2 zyR?Ydg1bNgrFcUGFRT~TRoPwF3ocL;6&Pj61?0^3Ed$%9>cl)(A&ua~xy~^9SZQnN3-gdir zY{X<59!ie3x1l{mfCvx)B0vO)01+SpM1Tko0U|&Ih``|^@D1_jzbk(IL#|btA~)CG 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zfCvx)B0vO)01+SpM1Tko0U|&IhyW2F0z`la5CI}U1c(3;AOb{y2oM1xKm>>Y5g-CY zfCvx)B0vO)01+SpM1Tko0U|&IhyW2F0z`la5CI}U1c(3;AOb{y2oM1xKm>@uA4cGR E0Y|f&SO5S3 literal 0 HcmV?d00001 diff --git a/autogen/agentchat/contrib/learning/function_models.py b/autogen/agentchat/contrib/learning/function_models.py new file mode 100644 index 0000000000..42cbed4c0a --- /dev/null +++ b/autogen/agentchat/contrib/learning/function_models.py @@ -0,0 +1,151 @@ +# Copyright (c) 2023 - 2024, Owners of https://github.com/ag2ai +# +# SPDX-License-Identifier: Apache-2.0 +from typing import Annotated, Any, Callable + +from pydantic import BaseModel, Field + + +def format_args_kwargs(*args, **kwargs): + """ + Converts all args and kwargs into a multi-line string, one line per argument. + """ + result = [] + + # Handle positional arguments + for i, arg in enumerate(args): + result.append(f"arg[{i}]: {arg}") + + # Handle keyword arguments + for key, value in kwargs.items(): + result.append(f"{key}: {value}") + + # Join all lines into a single string + return "\n".join(result) + + +HYPOTHESIS_DEF = "Hypothesis for how the result will answer the question, in the form 'if X then Y'." +VALIDATION_CRITERIA_DEF = "List of criteria to evaluate in order to validate the correctness of the response." +FUNCTION_RESPONSE_DEF = "The entire response from the function call." +PARAMETERS_DEF = "The parameters used in the function invocation." +RESULT_DEF = " The result of the function invocation." + + +class FunctionResponse(BaseModel): + function: Annotated[Callable, Field(description="The function that was called.")] + hypothesis: Annotated[str, Field(description=HYPOTHESIS_DEF)] + args: Annotated[list[Any], Field(description="The args for the function invocation")] + kwargs: Annotated[dict, Field(description="The kwargs for the function invocation")] + result_data: Annotated[Any, Field(description=RESULT_DEF + " As Any type.")] + result_str: Annotated[str, Field(description=RESULT_DEF + " As a string.")] + validation_criteria: Annotated[list[str], Field(description=VALIDATION_CRITERIA_DEF)] + + class Config: + arbitrary_types_allowed = True + + def to_validation_submission(self) -> str: + validation_criteria_text = "\n".join(self.validation_criteria) + return f"""Please validate the following result: +Hypothesis: {self.hypothesis} +Validation Criteria: +{validation_criteria_text} +Result: +{self.result_str} + +Parameters: + +{format_args_kwargs(*self.args, **self.kwargs)} + +""" + + def to_function_memory(self, question): + return f""" +Question: +{question} +Hypothesis: +{self.hypothesis} +Parameters: +{format_args_kwargs(*self.args, **self.kwargs)} +Result: +{self.result_str} +""" + + def to_background_memory(self, question): + return f""" +Question: +{question} +Result: +{self.result_str} +""" + + +CRITERION_DEF = "A criterion for which to evaluate the response on." +CRITERION_RESULT_DEF = "The result of evaluating the criterion." +CRITERION_JUSTIFICATION_DEF = "The justification for evaluation result for the criterion." +QUESTION_RESPONSE_QUESTION_DEF = "The question that the response is trying to answer." +QUESTION_RESPONSE_RESULT_DEF = "The result of the evaluation of the response to the question." +QUESTION_RESPONSE_JUSTIFICATION_DEF = ( + "The justification for the result of the evaluation of the response to the question." +) +VALIDATION_RESULT_RESULT_DEF = ( + "Whether or not the response sufficiently answered the question and passed all validation criteria." +) +QUESTION_RESPONSE_DEF = "Results of evaluating the response compared to the submitted question." +CRITERIA_RESULTS_DEF = "A list of CriterionResult evaluations for each of the submitted criteria." +VALIDATION_RESULT_DEF = "Contains the result from validating the response a function call." + + +class CriterionResult(BaseModel): + criterion: Annotated[str, Field(description=CRITERION_DEF)] + result: Annotated[bool, Field(description=CRITERION_RESULT_DEF)] + justification: Annotated[str, Field(description=CRITERION_JUSTIFICATION_DEF)] + + def __str__(self) -> str: + return ( + f"Criterion: {self.criterion}\n" + f"Result: {'Passed' if self.result else 'Failed'}\n" + f"Justification: {self.justification}\n" + ) + + +class QuestionResponseResult(BaseModel): + question: Annotated[str, Field(description=QUESTION_RESPONSE_QUESTION_DEF)] + result: Annotated[bool, Field(description=QUESTION_RESPONSE_RESULT_DEF)] + justification: Annotated[str, Field(description=QUESTION_RESPONSE_JUSTIFICATION_DEF)] + + def __str__(self) -> str: + return ( + f"Question: {self.question}\n" + f"Result: {'Passed' if self.result else 'Failed'}\n" + f"Justification: {self.justification}\n" + ) + + +class ValidationResult(BaseModel): + result: Annotated[bool, Field(description=VALIDATION_RESULT_RESULT_DEF)] + question_response_result: Annotated[QuestionResponseResult, Field(description=QUESTION_RESPONSE_DEF)] + criteria_results: Annotated[list[CriterionResult], Field(description=CRITERIA_RESULTS_DEF)] + + def __str__(self) -> str: + return ( + f"Validation Result: {'Passed' if self.result else 'Failed'}\n\n" + f"Question Response Evaluation:\n" + f"{str(self.question_response_result)}\n" + f"Criteria Evaluations:\n" + "\n".join(f"- {str(criterion)}" for criterion in self.criteria_results) + ) + + +QUESTION_DEF = "The question to answer by invoking the function." + + +class AutoGenResult(BaseModel): + result: Annotated[Any, Field(description="The actual result of the function invocation.")] + question: Annotated[str, Field(description=QUESTION_DEF)] + function_response: Annotated[FunctionResponse, Field(description=FUNCTION_RESPONSE_DEF)] + validation_result: Annotated[ValidationResult, Field(description=VALIDATION_RESULT_DEF)] + + def to_function_memory(self): + return self.function_response.to_function_memory(self.question) + + def to_background_memory(self): + return self.function_response.to_background_memory(self.question) diff --git a/autogen/agentchat/contrib/learning/knowledge_code_gen_swarm_agent.py b/autogen/agentchat/contrib/learning/knowledge_code_gen_swarm_agent.py new file mode 100644 index 0000000000..6e38bd1eb0 --- /dev/null +++ b/autogen/agentchat/contrib/learning/knowledge_code_gen_swarm_agent.py @@ -0,0 +1,196 @@ +# Copyright (c) 2023 - 2024, Owners of https://github.com/ag2ai +# +# SPDX-License-Identifier: Apache-2.0 + +import base64 +from typing import Any, Callable, List, Optional, Tuple, Union + +import cloudpickle + +from autogen.agentchat.contrib.learning.knowledge_function_swarm_agent import KnowledgeFunctionSwarmAgent +from autogen.agentchat.contrib.swarm_agent import ( + SwarmAgent, +) +from autogen.coding.base import CodeBlock, IPythonCodeResultOutputList +from autogen.coding.jupyter.docker_jupyter_server import DockerJupyterServer +from autogen.coding.jupyter.jupyter_code_executor import JupyterCodeExecutor + +# TODO What I want to add is the ability to annotate a function and then have this code provide that function +# AND if that function errors, to use the params that error it as a test case to make it not error the next time, so its a self healing coding function. + + +class KnowledgeCodeGenSwarmAgent(KnowledgeFunctionSwarmAgent): + def __init__( + self, + name: str, + researcher_llm_config: dict, + result_validator_llm_config: dict, + docker_server: DockerJupyterServer, + user_notes: List[str] = [], + agent_system_message: str = "", + max_rounds: int = 10, + use_own_knowledge: bool = True, + verbose: bool = True, + knowledge_sources: Optional[List[SwarmAgent]] = None, + **kwargs, + ) -> None: + self._docker_server = docker_server + super().__init__( + name=name, + researcher_llm_config=researcher_llm_config, + result_validator_llm_config=result_validator_llm_config, + functions=[self.test_function_code], + user_notes=user_notes, + agent_system_message=agent_system_message, + max_rounds=max_rounds, + use_own_knowledge=use_own_knowledge, + verbose=verbose, + knowledge_sources=knowledge_sources, + **kwargs, + ) + + def generate_function( + self, + question: str, + function_name: str, + # TODO Just did not figure out how to specify that its a type + params: dict[str, Tuple[Any, Union[Any, Any]]], + return_type: Any, + ): + incomplete_function = self._generate_incomplete_function(function_name, params, return_type) + + agent_text = f""" +You are responsible for generating and submitting python code following the guidelines of this skeleton: +{incomplete_function} + +Do not wrap the code in anything, just submit valid python code as plain text. +""" + + self.set_agent_system_message(agent_text) + self._input_pickle_block, self._invoke_and_print, self._pickle_function_and_output = self._generate_code_blocks( + function_name, params + ) + + return self.auto_gen_func(question) + + def _generate_incomplete_function( + self, + function_name: str, + # No idea how to do types of types (for now) because some are GenericAliases and stuff + params: dict[str, Tuple[Any, Union[Any, Any]]], + return_type: Any, + ) -> str: + param_str = ", ".join(f"{name}: {typ}" for name, (_, typ) in params.items()) + incomplete_def = f"def {function_name}({param_str}) -> {return_type}:\n pass\n" + + return incomplete_def + + def _generate_code_blocks( + self, + function_name: str, + params: dict[str, Tuple[Any, Union[Any, Any]]], + ): + # 1) Pickle the input data + # We'll produce code that unpickles it in the kernel. + pickled_data_map = {} + for arg_name, (value, typ) in params.items(): + pickled_bytes = cloudpickle.dumps(value) + b64_encoded = base64.b64encode(pickled_bytes).decode("utf-8") + pickled_data_map[arg_name] = b64_encoded + + # We'll create Python code that reconstructs these arguments + load_test_data_code = "import base64, cloudpickle\n" + for arg_name, b64_str in pickled_data_map.items(): + load_test_data_code += f""" +{arg_name}_b64 = \"\"\"{b64_str}\"\"\" +{arg_name}_decoded = base64.b64decode({arg_name}_b64.encode('utf-8')) +{arg_name} = cloudpickle.loads({arg_name}_decoded) +""" + input_pickle_block = CodeBlock(code=load_test_data_code, language="python") + + # 2) Invoke the function with the pickled parameters + # We'll build a call signature like: `my_func(documents, names, ...)` + # Then print the result + call_args_str = ", ".join(params.keys()) + invoke_and_print_code = f""" +result = {function_name}({call_args_str}) +print("Function returned:") +print(result) +""" + invoke_and_print = CodeBlock(code=invoke_and_print_code, language="python") + + # 3) Pickle the function itself, returning the base64 string + pickle_function_and_output = CodeBlock( + code=f""" +import base64 +import cloudpickle + +pickled_fn = cloudpickle.dumps({function_name}) +encoded_str = base64.b64encode(pickled_fn).decode('utf-8') +encoded_str # This becomes the cell's "output" +""", + language="python", + ) + + return (input_pickle_block, invoke_and_print, pickle_function_and_output) + + def test_function_code(self, context_variables: dict, function_code: str) -> Tuple[Callable, str]: + """ + Use this to define a function which satisfies the users requirements. + + Args: + table_summary (TableSummaryModel): The informational summary of the table. + Returns: + str: the summary + """ + + generated_code_block = CodeBlock(language="python", code=function_code) + code_blocks = [ + self._input_pickle_block, + generated_code_block, + self._invoke_and_print, + self._pickle_function_and_output, + ] + + executor = JupyterCodeExecutor(self._docker_server) + execution_result: IPythonCodeResultOutputList = executor.execute_code_blocks_output_list( + code_blocks=code_blocks + ) + + if len(execution_result.outputs) < 4: + # Should be the last one? + error_cell_output = execution_result.outputs[-1] + + raise Exception(strip_ansi_codes(error_cell_output)) + + # Output of last cell + pickled_function_raw = execution_result.outputs[-1] + function = unpickle_function(pickled_function_raw) + + # Should be second to last, so jank + test_output = execution_result.outputs[-2] + + return function, f"Function Invocation Result:\n{test_output}" + + +def unpickle_function(base64_str: str): + """ + Convert a base64-encoded string (pickled function) into a local Python callable. + """ + decoded = base64.b64decode(base64_str.encode("utf-8")) + func = cloudpickle.loads(decoded) + return func + + +import re + + +def strip_ansi_codes(text): + # Step 1: Decode the doubly escaped string + decoded_output = text.encode("utf-8").decode("unicode_escape") + + # Step 2: Remove ANSI escape codes + ansi_escape = re.compile(r"\x1b\[[0-9;]*m") + clean_output = ansi_escape.sub("", decoded_output) + + return clean_output diff --git a/autogen/agentchat/contrib/learning/knowledge_function_swarm_agent.py b/autogen/agentchat/contrib/learning/knowledge_function_swarm_agent.py new file mode 100644 index 0000000000..bdacf06728 --- /dev/null +++ b/autogen/agentchat/contrib/learning/knowledge_function_swarm_agent.py @@ -0,0 +1,314 @@ +# Copyright (c) 2023 - 2024, Owners of https://github.com/ag2ai +# +# SPDX-License-Identifier: Apache-2.0 + +import copy +import inspect +from inspect import Parameter, Signature, signature +from typing import Callable, List, Optional, Union + +from autogen.agentchat.agent import Agent +from autogen.agentchat.contrib.learning.function_models import ( + CRITERIA_RESULTS_DEF, + HYPOTHESIS_DEF, + PARAMETERS_DEF, + QUESTION_RESPONSE_RESULT_DEF, + RESULT_DEF, + VALIDATION_CRITERIA_DEF, + VALIDATION_RESULT_RESULT_DEF, + AutoGenResult, + FunctionResponse, + ValidationResult, +) +from autogen.agentchat.contrib.learning.knowledge_sharing_swarm_agent import KnowledgeSharingSwarmAgent +from autogen.agentchat.contrib.swarm_agent import ( + AFTER_WORK, + AfterWorkOption, + SwarmAgent, + SwarmResult, + initiate_swarm_chat, +) + + +class KnowledgeFunctionSwarmAgent(KnowledgeSharingSwarmAgent): + def __init__( + self, + name: str, + researcher_llm_config: dict, + result_validator_llm_config: dict, + functions: List[Callable], + user_notes: List[str] = [], + agent_system_message: str = "", + max_rounds: int = 10, + use_own_knowledge: bool = True, + verbose: bool = True, + knowledge_sources: Optional[List[SwarmAgent]] = None, + **kwargs, + ) -> None: + super().__init__( + name=name, + llm_config=None, # None for now, it shouldn't do LLM things + system_message="", + knowledge_sources=knowledge_sources, + use_own_knowledge=use_own_knowledge, + **kwargs, + ) + + self._verbose = verbose + self.user_notes = user_notes + self._agent_system_message = agent_system_message + self.max_rounds = max_rounds + + self._result_validator = SwarmAgent( + name="ResultValidator-" + name, + llm_config=_configure_structured_output(result_validator_llm_config, ValidationResult), + ) + + self._result_validator.register_hook( + hookable_method="process_message_before_send", hook=self._result_validator_structured_output_hook + ) + self._result_validator.register_hook( + hookable_method="process_all_messages_before_reply", hook=self._only_previous_function_results_hook + ) + self._original_function = functions[0] + self._functions: list[SubSwarmFunctionWrapper] = [ + SubSwarmFunctionWrapper(function, self._function_response_callback, self._result_validator) + for function in functions + ] + # A hack because it wants the name to be in there and I just want to keep it with this name for now + self._memory = SwarmAgent(name="memory") + self._researcher = SwarmAgent( + name="Researcher-" + name, + llm_config=researcher_llm_config, + functions=self._functions, + ) + self._researcher.register_hand_off(AFTER_WORK(self._result_validator)) + + # System too + def _only_previous_function_results_hook(self, messages: list[dict]) -> list[dict]: + system_message = messages[0] + function_results = _get_last_non_empty_message(messages) + + messages = [system_message, function_results] + + def _result_validator_structured_output_hook( + self, sender: Agent, message: Union[dict, str], recipient: SwarmAgent, silent: bool + ) -> Union[dict, str]: + message_text = message if isinstance(message, str) else message.get("content", message) + + validation_result: ValidationResult = ValidationResult.parse_raw(message_text) + self._pending_validation_result = validation_result + if validation_result.result: + self._result_validator.register_hand_off(AFTER_WORK(AfterWorkOption.TERMINATE)) + else: + self._result_validator.register_hand_off(AFTER_WORK(self._researcher)) + return str(validation_result) + + # TODO Function results should be in a dictionary keyed by function for multi-function + def _function_response_callback(self, function_response: FunctionResponse): + self._pending_function_response = function_response + + def _get_messages(self, question): + return self.get_function_memories_as_messages() + [ + { + "role": "user", + # "name": "user", + "content": question, + } + ] + + # Maybe figure out a way to do currying or dependency injection to provide stuff as default more easily. + def auto_gen_func(self, question: str, context_variables: dict = {}) -> AutoGenResult: + self._pending_function_response: FunctionResponse = None + self._pending_validation_result = None + + # Must use findings and also must be run before every invocation + self._update_prompts(question) + + chat_result, final_context_variables, last_active_agent = initiate_swarm_chat( + initial_agent=self._researcher, + agents=[self._researcher, self._result_validator, self._memory], + # Trying out passing the memories in as messages + messages=self._get_messages(f"Invoke the function to answer the question.\nQuestion: {question}"), + max_rounds=self.max_rounds, + # I think this works as a reference everywhere basically + context_variables=context_variables, + ) + + auto_gen_result: AutoGenResult = AutoGenResult( + result=self._pending_function_response.result_data, + question=question, + function_response=self._pending_function_response, + validation_result=self._pending_validation_result, + ) + + return auto_gen_result + + def set_agent_system_message(self, new_message): + self._agent_system_message = new_message + + def _update_prompts(self, question): + # We want the code from the original function + self._researcher.update_system_message( + get_researcher_prompt(question, self._agent_system_message, self._original_function) + ) + self._result_validator.update_system_message(get_result_validator_prompt(question)) + + +class SubSwarmFunctionWrapper: + def __init__(self, tool_function, function_response_callback, results_validator): + self.tool_function = tool_function + self.function_response_callback = function_response_callback + self.results_validator = results_validator + + def __call__(self, context_variables, hypothesis, validation_criteria, *args, **kwargs) -> SwarmResult: + try: + # Call the tool function + (result_data, result_str) = self.tool_function(context_variables=context_variables, *args, **kwargs) + function_response: FunctionResponse = FunctionResponse( + function=self.tool_function, + hypothesis=hypothesis, + args=args, + kwargs=kwargs, + result_data=result_data, + result_str=result_str, + validation_criteria=validation_criteria, + ) + self.function_response_callback(function_response) + # When the function returns a SwarmResult, then expect that this function call terminates the research and the LearningAgent passes to the result. + return SwarmResult( + context_variables=context_variables, + agent=self.results_validator, + values=function_response.to_validation_submission(), + ) + except Exception as e: + # Capture the exception and debug it, not sure if I need to do this actually? + return str(e) + + @property + def __signature__(self): + """ + Generate a custom function signature for the wrapper. + + Includes context_variables and hypothesis as parameters. + """ + tool_sig = signature(self.tool_function) + params = list(tool_sig.parameters.values()) + + context_variables_param = Parameter( + "context_variables", + kind=Parameter.POSITIONAL_OR_KEYWORD, + annotation=dict, + ) + + # TODO Related to prompting, make sure this is actually helpful to do + # Add hypothesis parameter to function no matter what + hypothesis_param = Parameter( + "hypothesis", + kind=Parameter.POSITIONAL_OR_KEYWORD, + annotation=str, + ) + + validation_criteria_param = Parameter( + "validation_criteria", + kind=Parameter.POSITIONAL_OR_KEYWORD, + annotation=list[str], + ) + + # Insert the new parameters before args/kwargs + params = [context_variables_param, hypothesis_param, validation_criteria_param] + [ + p for p in params if p.name not in ("context_variables", "hypothesis", "validation_criteria") + ] + + # Return the updated signature + return Signature(parameters=params) + + @property + def __doc__(self): + """ + Dynamically generate a docstring that includes additional parameters. + + Combines the original tool function's docstring with the added parameters. + """ + # Retrieve the original docstring + original_doc = self.tool_function.__doc__ or "" + + # Append documentation for + # added parameters, yes its at the end, and it does assumt you do docstrings exactly like this + added_docs = """:param context_variables: dict, shared state for the execution context. +:param validation_criteria: list[str], Criteria to evaluate in order to validate that the response is correct. +:param hypothesis: str, A hypothesis to be tested by executing the function. Should take the form of "if X then Y" +:return: str, the result of the function execution.""" + return f"{original_doc.strip()}\n\n{added_docs}" + + @property + def __name__(self): + # Forward the name of the tool function + return self.tool_function.__name__ + + +# non-destructive +# TODO Not sure if it is acceptable to mess with a llm_config +def _configure_structured_output(llm_config, structured_output_type): + llm_config_copy = copy.deepcopy(llm_config) + for config in llm_config_copy["config_list"]: + config["response_format"] = structured_output_type + return llm_config_copy + + +# TODO Check if there is an actual util for this +def _get_last_non_empty_message(messages): + for message in reversed(messages): + if message["content"]: + return message["content"] + return None + + +def get_researcher_prompt(question, agent_system_message, function) -> str: + return f""" +Task: You are responsible for invoking the function provided to you to produce a result that answers the question below. + +Do not ask anything of the user, continue researching until completion. +Do not ask for permission for anything, continue researching until completion. + +{agent_system_message} + +Instructions: +- Invoke the function to attempt to answer the question using a single invocation +- To facilitate the thinking process, always use the parameters: + - hypothesis: {HYPOTHESIS_DEF} + - validation_criteria: {VALIDATION_CRITERIA_DEF} +- Work through any errors that come up when invoking the function. +- You may be provided examples of successful function invocations and their results as messages. + Leverage this information to guide future function invocations. +- You may be provided background information as messaegs. + Leverage this information to guide future function invocations. + +Question: +{question} + +To help guide your input, the code for the function you are invoking is: +{inspect.getsource(function)} +""" + + +# TODO maybe need to fix and provide more detail here? +def get_result_validator_prompt(question) -> str: + return f""" +Task: You are responsible for verifying that the result you are provided adequately answers the question and meets the validation criteria. + +Question: +{question} + +Input Structure: +Hypothesis: {HYPOTHESIS_DEF} +Validation Criteria: {VALIDATION_CRITERIA_DEF} +Parameters: {PARAMETERS_DEF} +Result: {RESULT_DEF}. + +Instructions +- Fill out the provided data model with your validation results. +- result: {VALIDATION_RESULT_RESULT_DEF} +- question_response_result: {QUESTION_RESPONSE_RESULT_DEF} +- criteria_results: {CRITERIA_RESULTS_DEF} +""" diff --git a/autogen/agentchat/contrib/learning/knowledge_sharing_swarm_agent.py b/autogen/agentchat/contrib/learning/knowledge_sharing_swarm_agent.py new file mode 100644 index 0000000000..f858b0c9a5 --- /dev/null +++ b/autogen/agentchat/contrib/learning/knowledge_sharing_swarm_agent.py @@ -0,0 +1,162 @@ +# Copyright (c) 2023 - 2024, Owners of https://github.com/ag2ai +# +# SPDX-License-Identifier: Apache-2.0 +from typing import Any, List, Optional, Union + +from autogen.agentchat.agent import Agent +from autogen.agentchat.contrib.learning.function_models import AutoGenResult +from autogen.agentchat.contrib.swarm_agent import SwarmAgent + + +class KnowledgeSharingSwarmAgent(SwarmAgent): + def __init__( + self, + name: str, + llm_config: Optional[dict] = None, + system_message: str = "", + knowledge_sources: Optional[List[SwarmAgent]] = None, + use_own_knowledge: bool = True, + *args, + **kwargs, + ): + super().__init__(name=name, llm_config=llm_config, system_message=system_message, *args, **kwargs) + + self._base_system_message = system_message + + # Initialize knowledge sources + self._knowledge_sources: List[KnowledgeSharingSwarmAgent] = [self] if use_own_knowledge else [] + self._knowledge_sources += knowledge_sources or [] + + self.memories: list[AutoGenResult] = [] + + # Register hooks to update system prompt and function signatures + self.register_hook("update_agent_state", self._update_system_prompt_with_knowledge_hook) + + def register_knowledge_sources(self, knowledge_sources: List[SwarmAgent]) -> None: + """ + Registers knowledge sources for the agent. + + Args: + knowledge_sources (List[SwarmAgent]): List of agents acting as knowledge sources. + """ + self._knowledge_sources = knowledge_sources + + def add_knowledge_source(self, knowledge_source: SwarmAgent) -> None: + """ + Adds a single knowledge source to the agent. + + Args: + knowledge_source (SwarmAgent): An agent to add as a knowledge source. + """ + self._knowledge_sources.append(knowledge_source) + + def remember(self, auto_gen_result: AutoGenResult) -> None: + self.memories.append(auto_gen_result) + + def get_function_memories_as_messages(self) -> list[dict[str, Any]]: + messages = [] + # Use own memories as function memories, the rest as background information, + for memory in self.memories: + messages.append({"role": "memory", "name": "memory", "content": memory.to_function_memory()}) + + other_sources_memories = [] + for source in self._knowledge_sources: + other_sources_memories += source.memories + + for background_memory in other_sources_memories: + messages.append({"role": "memory", "name": "memory", "content": background_memory.to_background_memory()}) + return messages + + # TODO + # def get_group_memories_as_messages(self)-> list[dict[str, Any]]: + + def collect_knowledge_from_sources_for_prompt(self) -> str: + """ + Collects knowledge from all sources and formats it into a concise, token-friendly structure. + + Returns: + str: A formatted string containing the collected knowledge. + """ + num_sources = len(self._knowledge_sources) + num_results = sum(len(source.knowledge.results) for source in self._knowledge_sources) + num_findings = sum( + len(result.research.findings) for source in self._knowledge_sources for result in source.knowledge.results + ) + + introduction = ( + "Below are the results of the research conducted by multiple agents. " + "Use the findings to assist with reasoning, decision-making, or generating insights." + ) + explanation = ( + f"There are {num_sources} sources, labeled S1 through S{num_sources}. " + f"In total, they contain {num_results} results, each with its own findings. " + f"The data below includes {num_findings} total findings.\n" + "In this list:\n" + " • Each source is labeled S{i}\n" + " • Each result under that agent is labeled R{j}\n" + " • Each finding in a result is labeled F{k}\n\n" + ) + + lines = [introduction, explanation] + + for i, agent in enumerate(self._knowledge_sources, start=1): + lines.append(f"A{i} ({agent.name})") + for j, result_model in enumerate(agent.knowledge.results, start=1): + lines.append(f" R{j}: {result_model.question}") + + findings = getattr(result_model.research, "findings", []) + if not findings: + lines.append(" (No findings.)") + continue + + for k, finding in enumerate(findings, start=1): + lines.append(f" F{k}: {finding.finding}") + + lines.append("") # Blank line to separate agents + + return "\n".join(lines) + + def _update_system_prompt_with_knowledge_hook( + self, + sender: Agent, + message: Union[dict, str], + recipient: Agent = None, + silent: bool = False, + ) -> Union[dict, str]: + """ + Hook to update the system prompt with knowledge from sources. + + Args: + sender (Agent): The agent sending the update. + message (Union[dict, str]): The incoming message. + recipient (Agent, optional): The intended recipient. + silent (bool, optional): Whether to suppress output. + + Returns: + Union[dict, str]: The modified message. + """ + knowledge_text = self.collect_knowledge_from_sources_for_prompt() + new_system_message = f"{self._base_system_message}\n\n{knowledge_text}" + self.update_system_message(new_system_message) + + def _refresh_function_signatures( + self, + sender: Agent, + message: Union[dict, str], + recipient: Agent = None, + silent: bool = False, + ) -> Union[dict, str]: + """ + Hook to refresh function signatures, ensuring consistency. + + Args: + sender (Agent): The agent sending the update. + message (Union[dict, str]): The incoming message. + recipient (Agent, optional): The intended recipient. + silent (bool, optional): Whether to suppress output. + + Returns: + Union[dict, str]: The modified message. + """ + for function_name, function in self._function_map.items(): + self.add_single_function(function) diff --git a/autogen/agentchat/contrib/learning/swarms_as_code.ipynb b/autogen/agentchat/contrib/learning/swarms_as_code.ipynb new file mode 100644 index 0000000000..1fb3a48da6 --- /dev/null +++ b/autogen/agentchat/contrib/learning/swarms_as_code.ipynb @@ -0,0 +1,5028 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "d8f10761", + "metadata": {}, + "source": [ + "### Init and imports" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "dca301a4", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/vscode/.local/lib/python3.9/site-packages/flaml/__init__.py:20: UserWarning: flaml.automl is not available. Please install flaml[automl] to enable AutoML functionalities.\n", + " warnings.warn(\"flaml.automl is not available. Please install flaml[automl] to enable AutoML functionalities.\")\n" + ] + } + ], + "source": [ + "import duckdb\n", + "from pydantic import BaseModel\n", + "\n", + "import autogen\n", + "from autogen.agentchat.contrib.learning.knowledge_code_gen_swarm_agent import KnowledgeCodeGenSwarmAgent\n", + "from autogen.agentchat.contrib.learning.knowledge_function_swarm_agent import KnowledgeFunctionSwarmAgent\n", + "from autogen.coding.jupyter.local_jupyter_server import LocalJupyterServer\n", + "\n", + "key_map = {\"gpt-4o-mini\": \"OPENAI_API_KEY\"}\n", + "\n", + "config_list = autogen.config_list_from_json(env_or_file=\"/workspaces/ag2/OAI_CONFIG_LIST\")\n", + "\n", + "llm_config = {\n", + " \"cache_seed\": 42, # Change the cache_seed for different trials\n", + " \"temperature\": 1,\n", + " \"config_list\": config_list,\n", + " \"timeout\": 120,\n", + "}" + ] + }, + { + "cell_type": "markdown", + "id": "3d0acab6", + "metadata": {}, + "source": [ + "### Call a function for me\n", + "\n", + "The first feature to show is creating an in code agent which calls a function for you.\n", + "\n", + "`run_query` This function is very simple. One interesting thing (that needs to be documented) is that\n", + "the function you provide can return a Tuple[Any, str]. Where the Any is passed through as the final result\n", + "but the string is what is used and interpreted by the LLM. This is so we can truncate the data for the LLM to see\n", + "but we can return the whole thing to the user.\n", + "\n", + "`queryer` This sets up an agent which is responsible for using the function.\n", + "\n", + "That's all the setup! Then it's ready to go with some simple queries. It doesn't really know anything yet.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "de253a11", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "The return type of the function 'run_query' is not annotated. Although annotating it is optional, the function should return either a string, a subclass of 'pydantic.BaseModel'.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[]\n", + "[]\n", + "\u001b[33m_User\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: List the available tables. Only use valid DuckDB syntax.\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_YsJ41OJw94PPFKlYF9uTx3Nu): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\",\"validation_criteria\":[\"The response should contain the names of tables present in the database.\",\"The syntax used should be valid DuckDB SQL syntax.\",\"The response should represent the results in a clear markdown format.\"],\"query\":\"SELECT name FROM sqlite_master WHERE type='table';\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_YsJ41OJw94PPFKlYF9uTx3Nu\n", + "Input arguments: {'hypothesis': 'If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', 'validation_criteria': ['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.'], 'query': \"SELECT name FROM sqlite_master WHERE type='table';\", 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_YsJ41OJw94PPFKlYF9uTx3Nu) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\n", + "Validation Criteria:\n", + "The response should contain the names of tables present in the database.\n", + "The syntax used should be valid DuckDB SQL syntax.\n", + "The response should represent the results in a clear markdown format.\n", + "Result:\n", + "| | name |\n", + "|---:|:--------------|\n", + "| 0 | accessories |\n", + "| 1 | achievements |\n", + "| 2 | art |\n", + "| 3 | bags |\n", + "| 4 | bottoms |\n", + "| 5 | construction |\n", + "| 6 | dress_up |\n", + "| 7 | fencing |\n", + "| 8 | fish |\n", + "| 9 | floors |\n", + "| 10 | fossils |\n", + "| 11 | headwear |\n", + "| 12 | housewares |\n", + "| 13 | insects |\n", + "| 14 | miscellaneous |\n", + "| 15 | music |\n", + "| 16 | other |\n", + "| 17 | photos |\n", + "| 18 | posters |\n", + "| 19 | reactions |\n", + "| 20 | recipes |\n", + "| 21 | rugs |\n", + "| 22 | shoes |\n", + "| 23 | socks |\n", + "| 24 | tools |\n", + "| 25 | tops |\n", + "| 26 | umbrellas |\n", + "| 27 | villagers |\n", + "| 28 | wallpaper |\n", + "| 29 | wall_mounted |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT name FROM sqlite_master WHERE type='table';\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: List the available tables. Only use valid DuckDB syntax.\n", + "Result: Passed\n", + "Justification: The response provided a complete list of table names, which satisfies the question.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The response should contain the names of tables present in the database.\n", + "Result: Passed\n", + "Justification: The result includes a comprehensive list of table names.\n", + "\n", + "- Criterion: The syntax used should be valid DuckDB SQL syntax.\n", + "Result: Passed\n", + "Justification: The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\n", + "\n", + "- Criterion: The response should represent the results in a clear markdown format.\n", + "Result: Passed\n", + "Justification: The results are presented in a clear tabular markdown format, making it easy to read.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + " name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted\n" + ] + } + ], + "source": [ + "def run_query(context_variables: dict, query: str):\n", + " \"\"\"\n", + " Executes a DuckDB query and returns the results as a markdown table.\n", + "\n", + " Args:\n", + " context_variables (dict): Contextual variables (unused in this function).\n", + " query (str): The DuckDB-compatible SQL query to execute.\n", + "\n", + " Returns:\n", + " str: Query results\n", + " \"\"\"\n", + " with duckdb.connect(\"/workspaces/ag2/autogen/agentchat/contrib/learning/animal_crossing.duckdb\") as conn:\n", + " df = conn.execute(query).fetchdf()\n", + " response_lines = []\n", + " if len(df) > 50:\n", + " response_lines.append(\n", + " f\"Truncated Results: Query returned {len(df)} rows. Only 50 rows will be visible. This is not an error\"\n", + " )\n", + " response_lines.append(df.head(50).to_markdown())\n", + " return (df, \"\\n\".join(response_lines))\n", + "\n", + "\n", + "queryer = KnowledgeFunctionSwarmAgent(\n", + " name=\"AnimalCrossingQueryer\",\n", + " researcher_llm_config=llm_config,\n", + " result_validator_llm_config=llm_config,\n", + " agent_system_message=\"You are responsible for querying a database containing information about the game animal crossing. It's fine if the result you see is truncated.\",\n", + " max_rounds=50,\n", + " functions=[run_query],\n", + ")\n", + "\n", + "list_tables_result = queryer.auto_gen_func(\"List the available tables. Only use valid DuckDB syntax.\")\n", + "\n", + "print(list_tables_result.result)\n", + "\n", + "# Explicitly tell the agent to remember this response\n", + "queryer.remember(list_tables_result)" + ] + }, + { + "cell_type": "markdown", + "id": "57669eef", + "metadata": {}, + "source": [ + "### It needs a friend!\n", + "To show off the agents sharing memories with one another, here is another agent table_summarizer.\n", + "This function defined here should be able to be replaced with a way to configure structured output, but that's not super relevant.\n", + "\n", + "This agent is responsible for summarizing tables. Since it's implemented as a function, these can be saved to memories!\n", + "\n", + "This helps make the super rough example possible:\n", + "- The results of one agent aren't great to be stored in memories. They're either long or ugly\n", + "- So you instead pass the results to another agent to summarize, then you use the memories of that agent instead!" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "078d1651", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "The return type of the function 'summarize_table' is not annotated. Although annotating it is optional, the function should return either a string, a subclass of 'pydantic.BaseModel'.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[AutoGenResult(result= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, question='List the available tables. Only use valid DuckDB syntax.', function_response=FunctionResponse(function=, hypothesis='If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', args=[], kwargs={'query': \"SELECT name FROM sqlite_master WHERE type='table';\"}, result_data= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, result_str='| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |', validation_criteria=['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='List the available tables. Only use valid DuckDB syntax.', result=True, justification='The response provided a complete list of table names, which satisfies the question.'), criteria_results=[CriterionResult(criterion='The response should contain the names of tables present in the database.', result=True, justification='The result includes a comprehensive list of table names.'), CriterionResult(criterion='The syntax used should be valid DuckDB SQL syntax.', result=True, justification=\"The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\"), CriterionResult(criterion='The response should represent the results in a clear markdown format.', result=True, justification='The results are presented in a clear tabular markdown format, making it easy to read.')]))]\n", + "[{'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nHypothesis:\\nIf I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\\nParameters:\\nquery: SELECT name FROM sqlite_master WHERE type='table';\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n'}]\n", + "Prepared group chat with 3 messages, the last speaker is \u001b[33mchat_manager\u001b[0m\n", + "\u001b[33mchat_manager\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: Show me 10 fish\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_fxWhdvNuSLgzpZa7NO6xYzTJ): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I query the database for 10 fish, then I will receive a list of 10 fish from the Animal Crossing database.\",\"validation_criteria\":[\"The result should contain 10 rows of data\",\"The data should specifically be about fish\",\"The format should be a markdown table\"],\"query\":\"SELECT * FROM fish LIMIT 10;\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_fxWhdvNuSLgzpZa7NO6xYzTJ\n", + "Input arguments: {'hypothesis': 'If I query the database for 10 fish, then I will receive a list of 10 fish from the Animal Crossing database.', 'validation_criteria': ['The result should contain 10 rows of data', 'The data should specifically be about fish', 'The format should be a markdown table'], 'query': 'SELECT * FROM fish LIMIT 10;', 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_fxWhdvNuSLgzpZa7NO6xYzTJ) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I query the database for 10 fish, then I will receive a list of 10 fish from the Animal Crossing database.\n", + "Validation Criteria:\n", + "The result should contain 10 rows of data\n", + "The data should specifically be about fish\n", + "The format should be a markdown table\n", + "Result:\n", + "| | # | Name | Sell | Where/How | Shadow | Total Catches to Unlock | Spawn Rates | Rain/Snow Catch Up | NH Jan | NH Feb | NH Mar | NH Apr | NH May | NH Jun | NH Jul | NH Aug | NH Sep | NH Oct | NH Nov | NH Dec | SH Jan | SH Feb | SH Mar | SH Apr | SH May | SH Jun | SH Jul | SH Aug | SH Sep | SH Oct | SH Nov | SH Dec | Color 1 | Color 2 | Size | Lighting Type | Icon Filename | Critterpedia Filename | Furniture Filename | Internal ID | Unique Entry ID |\n", + "|---:|----:|:----------------|-------:|:------------|:---------|--------------------------:|:--------------|:---------------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:-----------|:----------|:-------|:----------------|:----------------|:------------------------|:---------------------|--------------:|:------------------|\n", + "| 0 | 56 | anchovy | 200 | Sea | Small | 0 | 2–5 | False | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | Blue | Red | 1x1 | No lighting | Fish81 | FishAntyobi | FtrFishAntyobi | 4201 | LzuWkSQP55uEpRCP5 |\n", + "| 1 | 36 | angelfish | 3000 | River | Small | 20 | 2–5 | False | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | Yellow | Black | 1x1 | Fluorescent | Fish30 | FishAngelfish | FtrFishAngelfish | 2247 | XTCFCk2SiuY5YXLZ7 |\n", + "| 2 | 44 | arapaima | 10000 | River | XX-Large | 50 | 1 | True | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | Black | Blue | 3x2 | No lighting | Fish36 | FishPiraruku | FtrFishPiraruku | 2253 | mZy4BES54bqwi97br |\n", + "| 3 | 41 | arowana | 10000 | River | Large | 50 | 1–2 | False | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | Yellow | Black | 2x1 | Fluorescent | Fish33 | FishArowana | FtrFishArowana | 2250 | F68AvCaqddBJL7ZSN |\n", + "| 4 | 58 | barred knifejaw | 5000 | Sea | Medium | 20 | 3–5 | False | NA | NA | All day | All day | All day | All day | All day | All day | All day | All day | All day | NA | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | All day | White | Black | 1x1 | Fluorescent | Fish47 | FishIshidai | FtrFishIshidai | 2265 | X3R9SFSAaDzBF4fE3 |\n", + "| 5 | 79 | barreleye | 15000 | Sea | Small | 100 | 1 | False | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | Black | Black | 1x1 | Fluorescent | Fish84 | FishDemenigisu | FtrFishDemenigisu | 4204 | BpqTa4zmTjv3Nm4wE |\n", + "| 6 | 37 | betta | 2500 | River | Small | 20 | 1–4 | False | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | Light blue | Black | 1x1 | Fluorescent | Fish77 | FishBeta | FtrFishBeta | 4191 | 7QcQXzwZoNGiNA94k |\n", + "| 7 | 1 | bitterling | 900 | River | X-Small | 0 | 12–17 | False | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | All day | All day | All day | All day | All day | NA | NA | NA | Light blue | Blue | 1x1 | No lighting | Fish0 | FishTanago | FtrFishTanago | 2215 | Drj6eLRBgg4T9KhNx |\n", + "| 8 | 22 | black bass | 400 | River | Large | 0 | 4–12 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Green | Black | 1x1 | Fluorescent | Fish19 | FishBlackbass | FtrFishBlackbass | 2234 | wAZvfTca7GyaTtLcQ |\n", + "| 9 | 54 | blowfish | 5000 | Sea | Medium | 20 | 5 | False | 9 PM – 4 AM | 9 PM – 4 AM | NA | NA | NA | NA | NA | NA | NA | NA | 9 PM – 4 AM | 9 PM – 4 AM | NA | NA | NA | NA | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | NA | NA | NA | NA | Beige | Black | 1x1 | Fluorescent | Fish73 | FishFugu | FtrFishFugu | 2262 | aDsmTcByApycafxTa |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT * FROM fish LIMIT 10;\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: Show me 10 fish\n", + "Result: Passed\n", + "Justification: The response provides a list of 10 fish with all relevant details, meeting the requirements of the question.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The result should contain 10 rows of data\n", + "Result: Passed\n", + "Justification: The result contains exactly 10 rows, providing a list of 10 fish.\n", + "\n", + "- Criterion: The data should specifically be about fish\n", + "Result: Passed\n", + "Justification: All entries in the result pertain to fish, confirming the data is relevant.\n", + "\n", + "- Criterion: The format should be a markdown table\n", + "Result: Passed\n", + "Justification: The result is presented in a markdown table format, making it easy to read.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[]\n", + "[]\n", + "\u001b[33m_User\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: Summarize the following table: fish\n", + "| | # | Name | Sell | Where/How | Shadow | Total Catches to Unlock | Spawn Rates | Rain/Snow Catch Up | NH Jan | NH Feb | NH Mar | NH Apr | NH May | NH Jun | NH Jul | NH Aug | NH Sep | NH Oct | NH Nov | NH Dec | SH Jan | SH Feb | SH Mar | SH Apr | SH May | SH Jun | SH Jul | SH Aug | SH Sep | SH Oct | SH Nov | SH Dec | Color 1 | Color 2 | Size | Lighting Type | Icon Filename | Critterpedia Filename | Furniture Filename | Internal ID | Unique Entry ID |\n", + "|---:|----:|:----------------|-------:|:------------|:---------|--------------------------:|:--------------|:---------------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:-----------|:----------|:-------|:----------------|:----------------|:------------------------|:---------------------|--------------:|:------------------|\n", + "| 0 | 56 | anchovy | 200 | Sea | Small | 0 | 2–5 | False | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | Blue | Red | 1x1 | No lighting | Fish81 | FishAntyobi | FtrFishAntyobi | 4201 | LzuWkSQP55uEpRCP5 |\n", + "| 1 | 36 | angelfish | 3000 | River | Small | 20 | 2–5 | False | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | Yellow | Black | 1x1 | Fluorescent | Fish30 | FishAngelfish | FtrFishAngelfish | 2247 | XTCFCk2SiuY5YXLZ7 |\n", + "| 2 | 44 | arapaima | 10000 | River | XX-Large | 50 | 1 | True | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | Black | Blue | 3x2 | No lighting | Fish36 | FishPiraruku | FtrFishPiraruku | 2253 | mZy4BES54bqwi97br |\n", + "| 3 | 41 | arowana | 10000 | River | Large | 50 | 1–2 | False | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | Yellow | Black | 2x1 | Fluorescent | Fish33 | FishArowana | FtrFishArowana | 2250 | F68AvCaqddBJL7ZSN |\n", + "| 4 | 58 | barred knifejaw | 5000 | Sea | Medium | 20 | 3–5 | False | NA | NA | All day | All day | All day | All day | All day | All day | All day | All day | All day | NA | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | All day | White | Black | 1x1 | Fluorescent | Fish47 | FishIshidai | FtrFishIshidai | 2265 | X3R9SFSAaDzBF4fE3 |\n", + "| 5 | 79 | barreleye | 15000 | Sea | Small | 100 | 1 | False | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | Black | Black | 1x1 | Fluorescent | Fish84 | FishDemenigisu | FtrFishDemenigisu | 4204 | BpqTa4zmTjv3Nm4wE |\n", + "| 6 | 37 | betta | 2500 | River | Small | 20 | 1–4 | False | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | Light blue | Black | 1x1 | Fluorescent | Fish77 | FishBeta | FtrFishBeta | 4191 | 7QcQXzwZoNGiNA94k |\n", + "| 7 | 1 | bitterling | 900 | River | X-Small | 0 | 12–17 | False | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | All day | All day | All day | All day | All day | NA | NA | NA | Light blue | Blue | 1x1 | No lighting | Fish0 | FishTanago | FtrFishTanago | 2215 | Drj6eLRBgg4T9KhNx |\n", + "| 8 | 22 | black bass | 400 | River | Large | 0 | 4–12 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Green | Black | 1x1 | Fluorescent | Fish19 | FishBlackbass | FtrFishBlackbass | 2234 | wAZvfTca7GyaTtLcQ |\n", + "| 9 | 54 | blowfish | 5000 | Sea | Medium | 20 | 5 | False | 9 PM – 4 AM | 9 PM – 4 AM | NA | NA | NA | NA | NA | NA | NA | NA | 9 PM – 4 AM | 9 PM – 4 AM | NA | NA | NA | NA | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | NA | NA | NA | NA | Beige | Black | 1x1 | Fluorescent | Fish73 | FishFugu | FtrFishFugu | 2262 | aDsmTcByApycafxTa |\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_pGGFwPOqFuvI6jES5J2A7CDr): summarize_table *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"Summarizing the fish table will provide a clear overview of the fish types, their characteristics, and catching details.\",\"validation_criteria\":[\"The summary should capture the purpose of the table.\",\"It should include key characteristics such as the name of the fish, selling price, and habitat.\",\"It should also mention relevant information such as spawning times and colors.\"],\"table_summary\":{\"table_name\":\"fish\",\"table_summary\":\"The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.\",\"columns\":[{\"column_name\":\"#\",\"column_type\":\"number\",\"values_summary\":\"Entry number of the fish.\"},{\"column_name\":\"Name\",\"column_type\":\"string\",\"values_summary\":\"The common name of the fish.\"},{\"column_name\":\"Sell\",\"column_type\":\"number\",\"values_summary\":\"The selling price of the fish in the game.\"},{\"column_name\":\"Where/How\",\"column_type\":\"string\",\"values_summary\":\"The habitat where the fish can be found.\"},{\"column_name\":\"Shadow\",\"column_type\":\"string\",\"values_summary\":\"The size of the shadow the fish casts in the water.\"},{\"column_name\":\"Total Catches to Unlock\",\"column_type\":\"number\",\"values_summary\":\"Number of catches required to unlock specific rewards.\"},{\"column_name\":\"Spawn Rates\",\"column_type\":\"string\",\"values_summary\":\"Information about the fish's spawn rates.\"},{\"column_name\":\"Rain/Snow Catch Up\",\"column_type\":\"boolean\",\"values_summary\":\"Indicates if the fish can be caught during rain or snow.\"},{\"column_name\":\"NH Jan\",\"column_type\":\"string\",\"values_summary\":\"Availability in January in the Northern Hemisphere.\"},{\"column_name\":\"NH Feb\",\"column_type\":\"string\",\"values_summary\":\"Availability in February in the Northern Hemisphere.\"},{\"column_name\":\"NH Mar\",\"column_type\":\"string\",\"values_summary\":\"Availability in March in the Northern Hemisphere.\"},{\"column_name\":\"NH Apr\",\"column_type\":\"string\",\"values_summary\":\"Availability in April in the Northern Hemisphere.\"},{\"column_name\":\"NH May\",\"column_type\":\"string\",\"values_summary\":\"Availability in May in the Northern Hemisphere.\"},{\"column_name\":\"NH Jun\",\"column_type\":\"string\",\"values_summary\":\"Availability in June in the Northern Hemisphere.\"},{\"column_name\":\"NH Jul\",\"column_type\":\"string\",\"values_summary\":\"Availability in July in the Northern Hemisphere.\"},{\"column_name\":\"NH Aug\",\"column_type\":\"string\",\"values_summary\":\"Availability in August in the Northern Hemisphere.\"},{\"column_name\":\"NH Sep\",\"column_type\":\"string\",\"values_summary\":\"Availability in September in the Northern Hemisphere.\"},{\"column_name\":\"NH Oct\",\"column_type\":\"string\",\"values_summary\":\"Availability in October in the Northern Hemisphere.\"},{\"column_name\":\"NH Nov\",\"column_type\":\"string\",\"values_summary\":\"Availability in November in the Northern Hemisphere.\"},{\"column_name\":\"NH Dec\",\"column_type\":\"string\",\"values_summary\":\"Availability in December in the Northern Hemisphere.\"},{\"column_name\":\"SH Jan\",\"column_type\":\"string\",\"values_summary\":\"Availability in January in the Southern Hemisphere.\"},{\"column_name\":\"SH Feb\",\"column_type\":\"string\",\"values_summary\":\"Availability in February in the Southern Hemisphere.\"},{\"column_name\":\"SH Mar\",\"column_type\":\"string\",\"values_summary\":\"Availability in March in the Southern Hemisphere.\"},{\"column_name\":\"SH Apr\",\"column_type\":\"string\",\"values_summary\":\"Availability in April in the Southern Hemisphere.\"},{\"column_name\":\"SH May\",\"column_type\":\"string\",\"values_summary\":\"Availability in May in the Southern Hemisphere.\"},{\"column_name\":\"SH Jun\",\"column_type\":\"string\",\"values_summary\":\"Availability in June in the Southern Hemisphere.\"},{\"column_name\":\"SH Jul\",\"column_type\":\"string\",\"values_summary\":\"Availability in July in the Southern Hemisphere.\"},{\"column_name\":\"SH Aug\",\"column_type\":\"string\",\"values_summary\":\"Availability in August in the Southern Hemisphere.\"},{\"column_name\":\"SH Sep\",\"column_type\":\"string\",\"values_summary\":\"Availability in September in the Southern Hemisphere.\"},{\"column_name\":\"SH Oct\",\"column_type\":\"string\",\"values_summary\":\"Availability in October in the Southern Hemisphere.\"},{\"column_name\":\"SH Nov\",\"column_type\":\"string\",\"values_summary\":\"Availability in November in the Southern Hemisphere.\"},{\"column_name\":\"SH Dec\",\"column_type\":\"string\",\"values_summary\":\"Availability in December in the Southern Hemisphere.\"},{\"column_name\":\"Color 1\",\"column_type\":\"string\",\"values_summary\":\"The main color of the fish.\"},{\"column_name\":\"Color 2\",\"column_type\":\"string\",\"values_summary\":\"The secondary color of the fish.\"},{\"column_name\":\"Size\",\"column_type\":\"string\",\"values_summary\":\"The size classification of the fish.\"},{\"column_name\":\"Lighting Type\",\"column_type\":\"string\",\"values_summary\":\"The type of lighting if applicable.\"},{\"column_name\":\"Icon Filename\",\"column_type\":\"string\",\"values_summary\":\"The icon file name for the fish.\"},{\"column_name\":\"Critterpedia Filename\",\"column_type\":\"string\",\"values_summary\":\"The critterpedia entry file name for the fish.\"},{\"column_name\":\"Furniture Filename\",\"column_type\":\"string\",\"values_summary\":\"The furniture file name related to the fish.\"},{\"column_name\":\"Internal ID\",\"column_type\":\"number\",\"values_summary\":\"The internal ID of the fish.\"},{\"column_name\":\"Unique Entry ID\",\"column_type\":\"string\",\"values_summary\":\"The unique entry identifier.\"}]}}\n", + "\u001b[32m********************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION summarize_table...\n", + "Call ID: call_pGGFwPOqFuvI6jES5J2A7CDr\n", + "Input arguments: {'hypothesis': 'Summarizing the fish table will provide a clear overview of the fish types, their characteristics, and catching details.', 'validation_criteria': ['The summary should capture the purpose of the table.', 'It should include key characteristics such as the name of the fish, selling price, and habitat.', 'It should also mention relevant information such as spawning times and colors.'], 'table_summary': {'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}, 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_pGGFwPOqFuvI6jES5J2A7CDr) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: Summarizing the fish table will provide a clear overview of the fish types, their characteristics, and catching details.\n", + "Validation Criteria:\n", + "The summary should capture the purpose of the table.\n", + "It should include key characteristics such as the name of the fish, selling price, and habitat.\n", + "It should also mention relevant information such as spawning times and colors.\n", + "Result:\n", + "{'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}\n", + "\n", + "Parameters:\n", + "\n", + "table_summary: {'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: Summarize the following table: fish\n", + "Result: Passed\n", + "Justification: The summary provides an appropriate overview of the purpose of the table, detailing the types of fish, their characteristics, and relevant details such as selling price, habitat, and seasonal availability.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The summary should capture the purpose of the table.\n", + "Result: Passed\n", + "Justification: The summary clearly outlines that the table contains detailed information on various fish types and their characteristics.\n", + "\n", + "- Criterion: It should include key characteristics such as the name of the fish, selling price, and habitat.\n", + "Result: Passed\n", + "Justification: The summary includes these key characteristics as part of the main content and column descriptions.\n", + "\n", + "- Criterion: It should also mention relevant information such as spawning times and colors.\n", + "Result: Passed\n", + "Justification: The summary mentions the availability of fish in different months, which relates to spawning times, and includes details about their colors.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.\n" + ] + } + ], + "source": [ + "class ColumnSummary(BaseModel):\n", + " column_name: str\n", + " column_type: str\n", + " values_summary: str\n", + "\n", + "\n", + "class TableSummaryModel(BaseModel):\n", + " table_name: str\n", + " table_summary: str\n", + " columns: list[ColumnSummary]\n", + "\n", + " def __str__(self):\n", + " return f\"\"\"table_name: {self.table_name}\n", + "table_summary:\n", + "{self.table_summary}\"\"\"\n", + "\n", + "\n", + "def summarize_table(context_variables: dict, table_summary: TableSummaryModel):\n", + " \"\"\"\n", + " Allows you to specify a summary of the provided text.\n", + "\n", + " Args:\n", + " table_summary (TableSummaryModel): The informational summary of the table.\n", + " Returns:\n", + " str: the summary\n", + " \"\"\"\n", + " return table_summary, str(table_summary)\n", + "\n", + "\n", + "table_summarizer = KnowledgeFunctionSwarmAgent(\n", + " name=\"TableSummarizer\",\n", + " researcher_llm_config=llm_config,\n", + " result_validator_llm_config=llm_config,\n", + " agent_system_message=\"\"\"Provide a summary of the provided table using the summarize function.\n", + "Ensure you fill out the entire TableSummaryModel schema:\n", + "table_name:str\n", + "table_summary: str The summary of the purpose and content of the table. 3 sentences max.\n", + "columns:list[str]\n", + "column_name: str\n", + "column_type: str\n", + "values_summary: str\"\"\",\n", + " max_rounds=5,\n", + " functions=[summarize_table],\n", + ")\n", + "\n", + "ten_fish_res = queryer.auto_gen_func(\"Show me 10 fish\")\n", + "# Note, not saving the memory because this is just for an example\n", + "summary_res = table_summarizer.auto_gen_func(f\"\"\"Summarize the following table: fish\n", + "{ten_fish_res.result.to_markdown()}\"\"\")\n", + "# TODO there's some bug here where the function is being passed a dict and not the data type\n", + "print(\"\\n\\n\")\n", + "print(str(summary_res.result[\"table_summary\"]))" + ] + }, + { + "cell_type": "markdown", + "id": "15faf037", + "metadata": {}, + "source": [ + "### Putting the two of them together\n", + "Putting them together, this code will query 10 example rows, then pass in those example rows to be used to summarize the table.\n", + "\n", + "Information about the previously queried or summarized tables are not super useful here, so we `remember` them after\n", + "to save on context to make this fast." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "2afe7579", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[AutoGenResult(result= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, question='List the available tables. Only use valid DuckDB syntax.', function_response=FunctionResponse(function=, hypothesis='If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', args=[], kwargs={'query': \"SELECT name FROM sqlite_master WHERE type='table';\"}, result_data= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, result_str='| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |', validation_criteria=['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='List the available tables. Only use valid DuckDB syntax.', result=True, justification='The response provided a complete list of table names, which satisfies the question.'), criteria_results=[CriterionResult(criterion='The response should contain the names of tables present in the database.', result=True, justification='The result includes a comprehensive list of table names.'), CriterionResult(criterion='The syntax used should be valid DuckDB SQL syntax.', result=True, justification=\"The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\"), CriterionResult(criterion='The response should represent the results in a clear markdown format.', result=True, justification='The results are presented in a clear tabular markdown format, making it easy to read.')]))]\n", + "[{'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nHypothesis:\\nIf I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\\nParameters:\\nquery: SELECT name FROM sqlite_master WHERE type='table';\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n'}]\n", + "Prepared group chat with 3 messages, the last speaker is \u001b[33mchat_manager\u001b[0m\n", + "\u001b[33mchat_manager\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: List 10 example rows in the table accessories\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_cwAtqEFhtGb8JInY76q52J40): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I execute a query to list 10 example rows in the table accessories, then I will receive a table containing 10 rows from the accessories table in the response.\",\"validation_criteria\":[\"The response must contain 10 rows.\",\"The response must include columns that belong to the accessories table.\",\"The response must not return an error.\"],\"query\":\"SELECT * FROM accessories LIMIT 10;\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_cwAtqEFhtGb8JInY76q52J40\n", + "Input arguments: {'hypothesis': 'If I execute a query to list 10 example rows in the table accessories, then I will receive a table containing 10 rows from the accessories table in the response.', 'validation_criteria': ['The response must contain 10 rows.', 'The response must include columns that belong to the accessories table.', 'The response must not return an error.'], 'query': 'SELECT * FROM accessories LIMIT 10;', 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_cwAtqEFhtGb8JInY76q52J40) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I execute a query to list 10 example rows in the table accessories, then I will receive a table containing 10 rows from the accessories table in the response.\n", + "Validation Criteria:\n", + "The response must contain 10 rows.\n", + "The response must include columns that belong to the accessories table.\n", + "The response must not return an error.\n", + "Result:\n", + "| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Type | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\n", + "|---:|:----------------------|:------------|:------|:------|-------:|:-----------|:----------|:-------|:--------------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:---------|:------------------------------|:----------------------------|:----------------------|:-------------|:--------------------------|--------------:|:------------------|\n", + "| 0 | 3D glasses | White | False | 490 | 122 | White | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed0 | 4463 | FNxEraBTeWRiCvtFu |\n", + "| 1 | 3D glasses | Black | False | 490 | 122 | Black | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed1 | 11020 | mM9SXPCcGPfPJAmtm |\n", + "| 2 | bandage | Beige | False | 140 | 35 | Beige | White | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Active | outdoorsy; comfy; sporty | AccessoryMouth | False | For sale | AccessoryMouthBandageSkin | 4677 | 2qFT5iPkk8bREvpkj |\n", + "| 3 | beak | Yellow | False | 490 | 122 | Yellow | Yellow | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Cute | fairy tale; party; theatrical | AccessoryMouthInvisibleNose | False | For sale | AccessoryMouthBeakYellow | 3549 | T5CpsJi4xBSachNL5 |\n", + "| 4 | birthday shades | Yellow | False | NFS | 620 | Yellow | Red | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday0 | 4510 | S6CiB9ZvzBTMhEnDz |\n", + "| 5 | birthday shades | Pink | False | NFS | 620 | Pink | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday1 | 11217 | g3MPcmAKM4z5h8KYX |\n", + "| 6 | birthday shades | Red | False | NFS | 620 | Red | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday2 | 11218 | ojXoAAj8Bs2XgRiWB |\n", + "| 7 | birthday shades | Blue | False | NFS | 620 | Light blue | Green | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday3 | 11219 | Yr9mRJaZM44554oTS |\n", + "| 8 | bottom-rimmed glasses | Red | False | 1100 | 275 | Red | Red | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose0 | 4597 | ZHqtvcoqqDpJLf9Pc |\n", + "| 9 | bottom-rimmed glasses | Purple | False | 1100 | 275 | Purple | Purple | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose1 | 11081 | akRhFD3qeJEPM7WiD |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT * FROM accessories LIMIT 10;\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: List 10 example rows in the table accessories\n", + "Result: Passed\n", + "Justification: The response contains 10 rows from the accessories table with relevant columns.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The response must contain 10 rows.\n", + "Result: Passed\n", + "Justification: The response provided exactly 10 rows.\n", + "\n", + "- Criterion: The response must include columns that belong to the accessories table.\n", + "Result: Passed\n", + "Justification: All columns included in the response belong to the accessories table.\n", + "\n", + "- Criterion: The response must not return an error.\n", + "Result: Passed\n", + "Justification: The query executed successfully without errors.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[]\n", + "[]\n", + "\u001b[33m_User\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: Summarize the following table: accessories\n", + "| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Type | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\n", + "|---:|:----------------------|:------------|:------|:------|-------:|:-----------|:----------|:-------|:--------------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:---------|:------------------------------|:----------------------------|:----------------------|:-------------|:--------------------------|--------------:|:------------------|\n", + "| 0 | 3D glasses | White | False | 490 | 122 | White | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed0 | 4463 | FNxEraBTeWRiCvtFu |\n", + "| 1 | 3D glasses | Black | False | 490 | 122 | Black | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed1 | 11020 | mM9SXPCcGPfPJAmtm |\n", + "| 2 | bandage | Beige | False | 140 | 35 | Beige | White | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Active | outdoorsy; comfy; sporty | AccessoryMouth | False | For sale | AccessoryMouthBandageSkin | 4677 | 2qFT5iPkk8bREvpkj |\n", + "| 3 | beak | Yellow | False | 490 | 122 | Yellow | Yellow | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Cute | fairy tale; party; theatrical | AccessoryMouthInvisibleNose | False | For sale | AccessoryMouthBeakYellow | 3549 | T5CpsJi4xBSachNL5 |\n", + "| 4 | birthday shades | Yellow | False | NFS | 620 | Yellow | Red | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday0 | 4510 | S6CiB9ZvzBTMhEnDz |\n", + "| 5 | birthday shades | Pink | False | NFS | 620 | Pink | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday1 | 11217 | g3MPcmAKM4z5h8KYX |\n", + "| 6 | birthday shades | Red | False | NFS | 620 | Red | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday2 | 11218 | ojXoAAj8Bs2XgRiWB |\n", + "| 7 | birthday shades | Blue | False | NFS | 620 | Light blue | Green | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday3 | 11219 | Yr9mRJaZM44554oTS |\n", + "| 8 | bottom-rimmed glasses | Red | False | 1100 | 275 | Red | Red | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose0 | 4597 | ZHqtvcoqqDpJLf9Pc |\n", + "| 9 | bottom-rimmed glasses | Purple | False | 1100 | 275 | Purple | Purple | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose1 | 11081 | akRhFD3qeJEPM7WiD |\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_dnQWt8X6FPPNt1Yj8zZ4dvxV): summarize_table *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I summarize the accessories table, then I will have a concise overview of its contents.\",\"validation_criteria\":[\"The table name should be accurate and match the provided table.\",\"The summary should convey the purpose and content of the table in a maximum of three sentences.\",\"All columns of the table should be listed with their respective types and a summary of their values.\"],\"table_summary\":{\"table_name\":\"accessories\",\"table_summary\":\"This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.\",\"columns\":[{\"column_name\":\"Name\",\"column_type\":\"str\",\"values_summary\":\"List of accessory names available.\"},{\"column_name\":\"Variation\",\"column_type\":\"str\",\"values_summary\":\"Different variations for each accessory.\"},{\"column_name\":\"DIY\",\"column_type\":\"bool\",\"values_summary\":\"Indicates if the accessory can be made by the player.\"},{\"column_name\":\"Buy\",\"column_type\":\"int\",\"values_summary\":\"Price in bells for purchasing the accessory.\"},{\"column_name\":\"Sell\",\"column_type\":\"int\",\"values_summary\":\"Selling price of the accessory.\"},{\"column_name\":\"Color 1\",\"column_type\":\"str\",\"values_summary\":\"Primary color of the accessory.\"},{\"column_name\":\"Color 2\",\"column_type\":\"str\",\"values_summary\":\"Secondary color of the accessory.\"},{\"column_name\":\"Size\",\"column_type\":\"str\",\"values_summary\":\"Size dimensions of the accessory.\"},{\"column_name\":\"Miles Price\",\"column_type\":\"str\",\"values_summary\":\"Price, if applicable, in Nook Miles.\"},{\"column_name\":\"Source\",\"column_type\":\"str\",\"values_summary\":\"Source from which the accessory can be acquired.\"},{\"column_name\":\"Source Notes\",\"column_type\":\"str\",\"values_summary\":\"Additional notes regarding the source.\"},{\"column_name\":\"Seasonal Availability\",\"column_type\":\"str\",\"values_summary\":\"Indicates when the accessory is available.\"},{\"column_name\":\"Mannequin Piece\",\"column_type\":\"bool\",\"values_summary\":\"Indicates if the accessory can be used with mannequins.\"},{\"column_name\":\"Version\",\"column_type\":\"str\",\"values_summary\":\"Version information for the accessory.\"},{\"column_name\":\"Style\",\"column_type\":\"str\",\"values_summary\":\"Style category of the accessory.\"},{\"column_name\":\"Label Themes\",\"column_type\":\"str\",\"values_summary\":\"Themes associated with the accessory.\"},{\"column_name\":\"Type\",\"column_type\":\"str\",\"values_summary\":\"Type classification of the accessory.\"},{\"column_name\":\"Villager Equippable\",\"column_type\":\"bool\",\"values_summary\":\"Indicates if villagers can equip the accessory.\"},{\"column_name\":\"Catalog\",\"column_type\":\"str\",\"values_summary\":\"Indicates if the accessory is listed for sale in the catalog.\"},{\"column_name\":\"Filename\",\"column_type\":\"str\",\"values_summary\":\"File identifier for the accessory.\"},{\"column_name\":\"Internal ID\",\"column_type\":\"int\",\"values_summary\":\"Unique identifier for internal reference.\"},{\"column_name\":\"Unique Entry ID\",\"column_type\":\"str\",\"values_summary\":\"Unique identifier for table entries.\"}]}}\n", + "\u001b[32m********************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION summarize_table...\n", + "Call ID: call_dnQWt8X6FPPNt1Yj8zZ4dvxV\n", + "Input arguments: {'hypothesis': 'If I summarize the accessories table, then I will have a concise overview of its contents.', 'validation_criteria': ['The table name should be accurate and match the provided table.', 'The summary should convey the purpose and content of the table in a maximum of three sentences.', 'All columns of the table should be listed with their respective types and a summary of their values.'], 'table_summary': {'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}, 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_dnQWt8X6FPPNt1Yj8zZ4dvxV) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I summarize the accessories table, then I will have a concise overview of its contents.\n", + "Validation Criteria:\n", + "The table name should be accurate and match the provided table.\n", + "The summary should convey the purpose and content of the table in a maximum of three sentences.\n", + "All columns of the table should be listed with their respective types and a summary of their values.\n", + "Result:\n", + "{'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}\n", + "\n", + "Parameters:\n", + "\n", + "table_summary: {'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: Summarize the following table: accessories\n", + "Result: Passed\n", + "Justification: The summary accurately presents an overview of the table's contents, including a brief description of the accessories and the structure of the data.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The table name should be accurate and match the provided table.\n", + "Result: Passed\n", + "Justification: The table name 'accessories' matches the provided table.\n", + "\n", + "- Criterion: The summary should convey the purpose and content of the table in a maximum of three sentences.\n", + "Result: Passed\n", + "Justification: The summary effectively conveys the purpose and content of the table in three concise sentences.\n", + "\n", + "- Criterion: All columns of the table should be listed with their respective types and a summary of their values.\n", + "Result: Passed\n", + "Justification: The summary includes all columns along with their types and a brief summary of their values.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[AutoGenResult(result= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, question='List the available tables. Only use valid DuckDB syntax.', function_response=FunctionResponse(function=, hypothesis='If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', args=[], kwargs={'query': \"SELECT name FROM sqlite_master WHERE type='table';\"}, result_data= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, result_str='| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |', validation_criteria=['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='List the available tables. Only use valid DuckDB syntax.', result=True, justification='The response provided a complete list of table names, which satisfies the question.'), criteria_results=[CriterionResult(criterion='The response should contain the names of tables present in the database.', result=True, justification='The result includes a comprehensive list of table names.'), CriterionResult(criterion='The syntax used should be valid DuckDB SQL syntax.', result=True, justification=\"The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\"), CriterionResult(criterion='The response should represent the results in a clear markdown format.', result=True, justification='The results are presented in a clear tabular markdown format, making it easy to read.')]))]\n", + "[{'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nHypothesis:\\nIf I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\\nParameters:\\nquery: SELECT name FROM sqlite_master WHERE type='table';\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n'}]\n", + "Prepared group chat with 3 messages, the last speaker is \u001b[33mchat_manager\u001b[0m\n", + "\u001b[33mchat_manager\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: List 10 example rows in the table achievements\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_kaFNeDpoiTho2W6XyvlciGPE): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I execute a query to select 10 example rows from the achievements table, then I will receive a list of rows demonstrating the achievements in the response.\",\"validation_criteria\":[\"The response should contain exactly 10 rows.\",\"The rows should be from the achievements table.\",\"Each row should contain valid data corresponding to the achievements. \"],\"query\":\"SELECT * FROM achievements LIMIT 10;\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_kaFNeDpoiTho2W6XyvlciGPE\n", + "Input arguments: {'hypothesis': 'If I execute a query to select 10 example rows from the achievements table, then I will receive a list of rows demonstrating the achievements in the response.', 'validation_criteria': ['The response should contain exactly 10 rows.', 'The rows should be from the achievements table.', 'Each row should contain valid data corresponding to the achievements. '], 'query': 'SELECT * FROM achievements LIMIT 10;', 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_kaFNeDpoiTho2W6XyvlciGPE) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I execute a query to select 10 example rows from the achievements table, then I will receive a list of rows demonstrating the achievements in the response.\n", + "Validation Criteria:\n", + "The response should contain exactly 10 rows.\n", + "The rows should be from the achievements table.\n", + "Each row should contain valid data corresponding to the achievements. \n", + "Result:\n", + "| | Name | Award Criteria | # | Internal ID | Internal Name | Internal Category | Num of Tiers | Tier 1 | Tier 2 | Tier 3 | Tier 4 | Tier 5 | Reward Tier 1 | Reward Tier 2 | Reward Tier 3 | Reward Tier 4 | Reward Tier 5 | Reward Tier 6 | Sequential | Version | Unique Entry ID |\n", + "|---:|:------------------------|:---------------------------------------------------------------------|----:|--------------:|:------------------|:--------------------|---------------:|---------:|---------:|---------:|---------:|---------:|----------------:|----------------:|----------------:|----------------:|----------------:|----------------:|:-------------|:----------|:------------------|\n", + "| 0 | (island name) Miles! | Awarded when Nook Miles program is first unlocked | 1 | 53 | ImmigratetoIsland | Event | 1 | 1 | 0 | 0 | 0 | 0 | 500 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | QvQq6d4qJgCiBkMLX |\n", + "| 1 | Angling for Perfection! | Number of total fish caught | 2 | 0 | CatchFish | Fish | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | wkj9WzycBpxtq6CDG |\n", + "| 2 | Island Ichthyologist | Number of unique fish caught | 3 | 3 | FillFishList | Fish | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | Ajpkv8wXcZLqM8bMT |\n", + "| 3 | Island Togetherness | Number of days in which you've talked to every one of your villagers | 4 | 68 | GreetAllVillager | Communication | 5 | 1 | 10 | 20 | 30 | 50 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | syoxyxWL7ymwpKpGN |\n", + "| 4 | You've Got the Bug | Number of total bugs caught | 5 | 1 | CatchInsect | Insect | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | weJ4f9MDdBuzLBrBM |\n", + "| 5 | Bugs Don't Bug Me | Number of unique bugs caught | 6 | 4 | FillInsectList | Insect | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | ttRSm74XC4MzSHgnX |\n", + "| 6 | Have a Nice DIY! | Number of DIY recipes collected | 7 | 55 | FillRecipeList | DIY | 5 | 10 | 50 | 100 | 150 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | fsanquagmfwNCY8wW |\n", + "| 7 | DIY Tools | Number of tools you've crafted | 8 | 72 | DIYTool | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | 6k5CnRgbm55m93jMT |\n", + "| 8 | DIY Furniture | Number of furniture pieces you've crafted | 9 | 73 | DIYFurniture | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | TprrYjwsCvZbDdcvK |\n", + "| 9 | Furniture Freshener | Number of times you've customized furniture at a workbench | 10 | 14 | RemakeFurniture | DIY | 5 | 5 | 20 | 50 | 100 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | viHJXo8XB8C3h259Q |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT * FROM achievements LIMIT 10;\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: List 10 example rows in the table achievements\n", + "Result: Passed\n", + "Justification: The response contains 10 rows of data from the achievements table, each row presents details linked to the achievements such as name, award criteria, and reward tiers which are relevant to the question.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The response should contain exactly 10 rows.\n", + "Result: Passed\n", + "Justification: The response includes precisely 10 rows of data.\n", + "\n", + "- Criterion: The rows should be from the achievements table.\n", + "Result: Passed\n", + "Justification: All provided rows are relevant to the achievements table.\n", + "\n", + "- Criterion: Each row should contain valid data corresponding to the achievements.\n", + "Result: Passed\n", + "Justification: All fields in the rows are filled with valid data that represent different achievements.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[]\n", + "[]\n", + "\u001b[33m_User\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: Summarize the following table: achievements\n", + "| | Name | Award Criteria | # | Internal ID | Internal Name | Internal Category | Num of Tiers | Tier 1 | Tier 2 | Tier 3 | Tier 4 | Tier 5 | Reward Tier 1 | Reward Tier 2 | Reward Tier 3 | Reward Tier 4 | Reward Tier 5 | Reward Tier 6 | Sequential | Version | Unique Entry ID |\n", + "|---:|:------------------------|:---------------------------------------------------------------------|----:|--------------:|:------------------|:--------------------|---------------:|---------:|---------:|---------:|---------:|---------:|----------------:|----------------:|----------------:|----------------:|----------------:|----------------:|:-------------|:----------|:------------------|\n", + "| 0 | (island name) Miles! | Awarded when Nook Miles program is first unlocked | 1 | 53 | ImmigratetoIsland | Event | 1 | 1 | 0 | 0 | 0 | 0 | 500 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | QvQq6d4qJgCiBkMLX |\n", + "| 1 | Angling for Perfection! | Number of total fish caught | 2 | 0 | CatchFish | Fish | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | wkj9WzycBpxtq6CDG |\n", + "| 2 | Island Ichthyologist | Number of unique fish caught | 3 | 3 | FillFishList | Fish | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | Ajpkv8wXcZLqM8bMT |\n", + "| 3 | Island Togetherness | Number of days in which you've talked to every one of your villagers | 4 | 68 | GreetAllVillager | Communication | 5 | 1 | 10 | 20 | 30 | 50 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | syoxyxWL7ymwpKpGN |\n", + "| 4 | You've Got the Bug | Number of total bugs caught | 5 | 1 | CatchInsect | Insect | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | weJ4f9MDdBuzLBrBM |\n", + "| 5 | Bugs Don't Bug Me | Number of unique bugs caught | 6 | 4 | FillInsectList | Insect | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | ttRSm74XC4MzSHgnX |\n", + "| 6 | Have a Nice DIY! | Number of DIY recipes collected | 7 | 55 | FillRecipeList | DIY | 5 | 10 | 50 | 100 | 150 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | fsanquagmfwNCY8wW |\n", + "| 7 | DIY Tools | Number of tools you've crafted | 8 | 72 | DIYTool | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | 6k5CnRgbm55m93jMT |\n", + "| 8 | DIY Furniture | Number of furniture pieces you've crafted | 9 | 73 | DIYFurniture | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | TprrYjwsCvZbDdcvK |\n", + "| 9 | Furniture Freshener | Number of times you've customized furniture at a workbench | 10 | 14 | RemakeFurniture | DIY | 5 | 5 | 20 | 50 | 100 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | viHJXo8XB8C3h259Q |\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_kBNvF0C7UPKgoZDH0SlE01zu): summarize_table *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"if the achievements table is summarized, then the summary will highlight the main features and purpose of the table.\",\"validation_criteria\":[\"the summary includes the main purpose of the achievements table\",\"the summary mentions the key columns present in the table\",\"the summary is concise, containing no more than three sentences\"],\"table_summary\":{\"table_name\":\"achievements\",\"table_summary\":\"The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.\",\"columns\":[{\"column_name\":\"Name\",\"column_type\":\"str\",\"values_summary\":\"Names of various achievements awarded in the game\"},{\"column_name\":\"Award Criteria\",\"column_type\":\"str\",\"values_summary\":\"Criteria required to earn each achievement\"},{\"column_name\":\"Num of Tiers\",\"column_type\":\"int\",\"values_summary\":\"Total number of progressive tiers for each achievement\"},{\"column_name\":\"Tier 1\",\"column_type\":\"int\",\"values_summary\":\"Tasks needed to achieve Level 1\"},{\"column_name\":\"Tier 2\",\"column_type\":\"int\",\"values_summary\":\"Tasks needed to achieve Level 2\"},{\"column_name\":\"Tier 3\",\"column_type\":\"int\",\"values_summary\":\"Tasks needed to achieve Level 3\"},{\"column_name\":\"Tier 4\",\"column_type\":\"int\",\"values_summary\":\"Tasks needed to achieve Level 4\"},{\"column_name\":\"Tier 5\",\"column_type\":\"int\",\"values_summary\":\"Tasks needed to achieve Level 5\"},{\"column_name\":\"Reward Tier 1\",\"column_type\":\"int\",\"values_summary\":\"Rewards associated with achieving Level 1\"},{\"column_name\":\"Reward Tier 2\",\"column_type\":\"int\",\"values_summary\":\"Rewards associated with achieving Level 2\"},{\"column_name\":\"Reward Tier 3\",\"column_type\":\"int\",\"values_summary\":\"Rewards associated with achieving Level 3\"},{\"column_name\":\"Reward Tier 4\",\"column_type\":\"int\",\"values_summary\":\"Rewards associated with achieving Level 4\"},{\"column_name\":\"Reward Tier 5\",\"column_type\":\"int\",\"values_summary\":\"Rewards associated with achieving Level 5\"},{\"column_name\":\"Reward Tier 6\",\"column_type\":\"int\",\"values_summary\":\"Rewards associated with achieving Level 6\"},{\"column_name\":\"Sequential\",\"column_type\":\"bool\",\"values_summary\":\"Indicates whether the achievement is sequential\"},{\"column_name\":\"Version\",\"column_type\":\"str\",\"values_summary\":\"Version of the achievement record\"},{\"column_name\":\"Unique Entry ID\",\"column_type\":\"str\",\"values_summary\":\"A unique identifier for each achievement entry.\"}]}}\n", + "\u001b[32m********************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION summarize_table...\n", + "Call ID: call_kBNvF0C7UPKgoZDH0SlE01zu\n", + "Input arguments: {'hypothesis': 'if the achievements table is summarized, then the summary will highlight the main features and purpose of the table.', 'validation_criteria': ['the summary includes the main purpose of the achievements table', 'the summary mentions the key columns present in the table', 'the summary is concise, containing no more than three sentences'], 'table_summary': {'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}, 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_kBNvF0C7UPKgoZDH0SlE01zu) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: if the achievements table is summarized, then the summary will highlight the main features and purpose of the table.\n", + "Validation Criteria:\n", + "the summary includes the main purpose of the achievements table\n", + "the summary mentions the key columns present in the table\n", + "the summary is concise, containing no more than three sentences\n", + "Result:\n", + "{'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}\n", + "\n", + "Parameters:\n", + "\n", + "table_summary: {'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: Summarize the following table: achievements\n", + "Result: Passed\n", + "Justification: The summary effectively captures the main purpose of the achievements table, which is to provide a list of awards and their corresponding criteria, tiers, and rewards. It also highlights key columns in the table and remains concise.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: the summary includes the main purpose of the achievements table\n", + "Result: Passed\n", + "Justification: The summary states that the achievements table lists various awards that players can unlock in a game along with criteria needed to earn them.\n", + "\n", + "- Criterion: the summary mentions the key columns present in the table\n", + "Result: Passed\n", + "Justification: The summary includes a detailed description of key columns such as 'Name', 'Award Criteria', 'Num of Tiers', and the 'Tier' and 'Reward' columns.\n", + "\n", + "- Criterion: the summary is concise, containing no more than three sentences\n", + "Result: Passed\n", + "Justification: The summary contains three sentences that concisely summarize the table.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[AutoGenResult(result= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, question='List the available tables. Only use valid DuckDB syntax.', function_response=FunctionResponse(function=, hypothesis='If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', args=[], kwargs={'query': \"SELECT name FROM sqlite_master WHERE type='table';\"}, result_data= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, result_str='| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |', validation_criteria=['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='List the available tables. Only use valid DuckDB syntax.', result=True, justification='The response provided a complete list of table names, which satisfies the question.'), criteria_results=[CriterionResult(criterion='The response should contain the names of tables present in the database.', result=True, justification='The result includes a comprehensive list of table names.'), CriterionResult(criterion='The syntax used should be valid DuckDB SQL syntax.', result=True, justification=\"The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\"), CriterionResult(criterion='The response should represent the results in a clear markdown format.', result=True, justification='The results are presented in a clear tabular markdown format, making it easy to read.')]))]\n", + "[{'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nHypothesis:\\nIf I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\\nParameters:\\nquery: SELECT name FROM sqlite_master WHERE type='table';\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n'}]\n", + "Prepared group chat with 3 messages, the last speaker is \u001b[33mchat_manager\u001b[0m\n", + "\u001b[33mchat_manager\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: List 10 example rows in the table art\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_PpnnvEtsdsAVXrdLNVCSQqh8): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I execute a query to list 10 example rows in the table art, then I will receive 10 rows of art data in the response.\",\"validation_criteria\":[\"The response must contain data from the 'art' table.\",\"The response should display 10 rows of art items.\",\"The output should successfully display the column names relevant to the art table.\"],\"query\":\"SELECT * FROM art LIMIT 10;\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_PpnnvEtsdsAVXrdLNVCSQqh8\n", + "Input arguments: {'hypothesis': 'If I execute a query to list 10 example rows in the table art, then I will receive 10 rows of art data in the response.', 'validation_criteria': [\"The response must contain data from the 'art' table.\", 'The response should display 10 rows of art items.', 'The output should successfully display the column names relevant to the art table.'], 'query': 'SELECT * FROM art LIMIT 10;', 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_PpnnvEtsdsAVXrdLNVCSQqh8) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I execute a query to list 10 example rows in the table art, then I will receive 10 rows of art data in the response.\n", + "Validation Criteria:\n", + "The response must contain data from the 'art' table.\n", + "The response should display 10 rows of art items.\n", + "The output should successfully display the column names relevant to the art table.\n", + "Result:\n", + "| | Name | Genuine | Category | Buy | Sell | Color 1 | Color 2 | Size | Real Artwork Title | Artist | Museum Description | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | HHA Set | Interact | Tag | Speaker Type | Lighting Type | Catalog | Filename | Internal ID | Unique Entry ID |\n", + "|---:|:------------------|:----------|:--------------|------:|-------:|:----------|:----------|:-------|:------------------------------------------|:----------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------|:---------------|:----------|:----------------|:----------------|:-------------|:----------|:-----------|:----------|:--------------------|:----------------|:-------------|:-----------------------|--------------:|:------------------|\n", + "| 0 | academic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd's Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianMan | 12619 | xfTf9sfyLkxHQEz4u |\n", + "| 1 | academic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd's Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianManFake | 12620 | 5KNFAo3LkdTTJPQkd |\n", + "| 2 | amazing painting | True | Wall-mounted | 4980 | 1245 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd's Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatch | 56 | Sg6MCSG3m9tvjGWoj |\n", + "| 3 | amazing painting | False | Wall-mounted | 4980 | 0 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd's Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatchFake | 55 | vc2Ebu4Pkn443zYiN |\n", + "| 4 | ancient statue | True | Miscellaneous | 4980 | 1245 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd's Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguu | 1337 | zpAsguge9Yb29ksjS |\n", + "| 5 | ancient statue | False | Miscellaneous | 4980 | 0 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd's Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguuFake | 1338 | fXbsrcXirg6miBoqT |\n", + "| 6 | basic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd's Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoy | 14 | Xhn8ZjtbdZeET3NXR |\n", + "| 7 | basic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd's Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoyFake | 13 | o4px7Mx9g2Zk6NHvC |\n", + "| 8 | beautiful statue | True | Housewares | 4980 | 1245 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd's Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMilo | 1341 | iscap6FsmDZdNP5dw |\n", + "| 9 | beautiful statue | False | Housewares | 4980 | 0 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd's Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMiloFake | 1342 | w9vrMbhJNj6JHkznu |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT * FROM art LIMIT 10;\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: List 10 example rows in the table art\n", + "Result: Passed\n", + "Justification: The result includes 10 rows from the 'art' table, displaying relevant columns as expected.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The response must contain data from the 'art' table.\n", + "Result: Passed\n", + "Justification: The response clearly indicates that the data is from the 'art' table, fulfilling this criterion.\n", + "\n", + "- Criterion: The response should display 10 rows of art items.\n", + "Result: Passed\n", + "Justification: The output contains exactly 10 rows of data, meeting this criterion.\n", + "\n", + "- Criterion: The output should successfully display the column names relevant to the art table.\n", + "Result: Passed\n", + "Justification: The response lists various columns such as Name, Genuine, Category, etc., which are relevant to the 'art' table.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[]\n", + "[]\n", + "\u001b[33m_User\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: Summarize the following table: art\n", + "| | Name | Genuine | Category | Buy | Sell | Color 1 | Color 2 | Size | Real Artwork Title | Artist | Museum Description | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | HHA Set | Interact | Tag | Speaker Type | Lighting Type | Catalog | Filename | Internal ID | Unique Entry ID |\n", + "|---:|:------------------|:----------|:--------------|------:|-------:|:----------|:----------|:-------|:------------------------------------------|:----------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------|:---------------|:----------|:----------------|:----------------|:-------------|:----------|:-----------|:----------|:--------------------|:----------------|:-------------|:-----------------------|--------------:|:------------------|\n", + "| 0 | academic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd's Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianMan | 12619 | xfTf9sfyLkxHQEz4u |\n", + "| 1 | academic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd's Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianManFake | 12620 | 5KNFAo3LkdTTJPQkd |\n", + "| 2 | amazing painting | True | Wall-mounted | 4980 | 1245 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd's Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatch | 56 | Sg6MCSG3m9tvjGWoj |\n", + "| 3 | amazing painting | False | Wall-mounted | 4980 | 0 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd's Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatchFake | 55 | vc2Ebu4Pkn443zYiN |\n", + "| 4 | ancient statue | True | Miscellaneous | 4980 | 1245 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd's Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguu | 1337 | zpAsguge9Yb29ksjS |\n", + "| 5 | ancient statue | False | Miscellaneous | 4980 | 0 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd's Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguuFake | 1338 | fXbsrcXirg6miBoqT |\n", + "| 6 | basic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd's Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoy | 14 | Xhn8ZjtbdZeET3NXR |\n", + "| 7 | basic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd's Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoyFake | 13 | o4px7Mx9g2Zk6NHvC |\n", + "| 8 | beautiful statue | True | Housewares | 4980 | 1245 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd's Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMilo | 1341 | iscap6FsmDZdNP5dw |\n", + "| 9 | beautiful statue | False | Housewares | 4980 | 0 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd's Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMiloFake | 1342 | w9vrMbhJNj6JHkznu |\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_r8eyOxcBcPKx7s8kPmbYzmyv): summarize_table *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If the function summarizes the art table, then it will provide a concise overview of the table's content and purpose.\",\"validation_criteria\":[\"Contains the table name\",\"Includes a brief summary\",\"Lists all column names\",\"Describes the column types\",\"Presents a summary of values for each column\"],\"table_summary\":{\"table_name\":\"art\",\"table_summary\":\"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\",\"columns\":[{\"column_name\":\"Name\",\"column_type\":\"str\",\"values_summary\":\"Various names of artworks and sculptures.\"},{\"column_name\":\"Genuine\",\"column_type\":\"bool\",\"values_summary\":\"Indicates whether the artwork is genuine (True) or fake (False).\"},{\"column_name\":\"Category\",\"column_type\":\"str\",\"values_summary\":\"Categories indicate the type of artwork such as painting or sculpture.\"},{\"column_name\":\"Buy\",\"column_type\":\"int\",\"values_summary\":\"Purchase price in currency.\"},{\"column_name\":\"Sell\",\"column_type\":\"int\",\"values_summary\":\"Selling price or zero if not for sale.\"},{\"column_name\":\"Color 1\",\"column_type\":\"str\",\"values_summary\":\"Main color description (if applicable).\"},{\"column_name\":\"Color 2\",\"column_type\":\"str\",\"values_summary\":\"Secondary color description (if applicable).\"},{\"column_name\":\"Size\",\"column_type\":\"str\",\"values_summary\":\"Dimensions of the artwork.\"},{\"column_name\":\"Real Artwork Title\",\"column_type\":\"str\",\"values_summary\":\"The actual title of the artwork.\"},{\"column_name\":\"Artist\",\"column_type\":\"str\",\"values_summary\":\"Name of the artist associated with the artwork.\"},{\"column_name\":\"Museum Description\",\"column_type\":\"str\",\"values_summary\":\"A brief background or description provided by the museum.\"},{\"column_name\":\"Source\",\"column_type\":\"str\",\"values_summary\":\"Reference to where the artwork is sourced from.\"},{\"column_name\":\"Source Notes\",\"column_type\":\"str\",\"values_summary\":\"Any notes relevant to the source.\"},{\"column_name\":\"Version\",\"column_type\":\"str\",\"values_summary\":\"Denotes the version of the artwork in the collection.\"},{\"column_name\":\"HHA Concept 1\",\"column_type\":\"str\",\"values_summary\":\"First concept classification from the HHA system.\"},{\"column_name\":\"HHA Concept 2\",\"column_type\":\"str\",\"values_summary\":\"Second concept classification from the HHA system.\"},{\"column_name\":\"HHA Series\",\"column_type\":\"str\",\"values_summary\":\"Series classification for the artwork.\"},{\"column_name\":\"HHA Set\",\"column_type\":\"str\",\"values_summary\":\"Set classification of the artwork.\"},{\"column_name\":\"Interact\",\"column_type\":\"bool\",\"values_summary\":\"Indicates if the artwork has an interactive feature.\"},{\"column_name\":\"Tag\",\"column_type\":\"str\",\"values_summary\":\"Tag designation for the artwork.\"},{\"column_name\":\"Speaker Type\",\"column_type\":\"str\",\"values_summary\":\"Describes the type of speaker associated with the artwork.\"},{\"column_name\":\"Lighting Type\",\"column_type\":\"str\",\"values_summary\":\"Type of lighting the artwork features.\"},{\"column_name\":\"Catalog\",\"column_type\":\"str\",\"values_summary\":\"Catalog number or identifier.\"},{\"column_name\":\"Filename\",\"column_type\":\"str\",\"values_summary\":\"Filename for the associated image or document.\"},{\"column_name\":\"Internal ID\",\"column_type\":\"int\",\"values_summary\":\"Unique internal identifier for the artwork.\"},{\"column_name\":\"Unique Entry ID\",\"column_type\":\"str\",\"values_summary\":\"Global unique identifier for the entry.\"}]}}\n", + "\u001b[32m********************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION summarize_table...\n", + "Call ID: call_r8eyOxcBcPKx7s8kPmbYzmyv\n", + "Input arguments: {'hypothesis': \"If the function summarizes the art table, then it will provide a concise overview of the table's content and purpose.\", 'validation_criteria': ['Contains the table name', 'Includes a brief summary', 'Lists all column names', 'Describes the column types', 'Presents a summary of values for each column'], 'table_summary': {'table_name': 'art', 'table_summary': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Various names of artworks and sculptures.'}, {'column_name': 'Genuine', 'column_type': 'bool', 'values_summary': 'Indicates whether the artwork is genuine (True) or fake (False).'}, {'column_name': 'Category', 'column_type': 'str', 'values_summary': 'Categories indicate the type of artwork such as painting or sculpture.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price in currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price or zero if not for sale.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Main color description (if applicable).'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color description (if applicable).'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Dimensions of the artwork.'}, {'column_name': 'Real Artwork Title', 'column_type': 'str', 'values_summary': 'The actual title of the artwork.'}, {'column_name': 'Artist', 'column_type': 'str', 'values_summary': 'Name of the artist associated with the artwork.'}, {'column_name': 'Museum Description', 'column_type': 'str', 'values_summary': 'A brief background or description provided by the museum.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Reference to where the artwork is sourced from.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Any notes relevant to the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Denotes the version of the artwork in the collection.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept classification from the HHA system.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept classification from the HHA system.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'Series classification for the artwork.'}, {'column_name': 'HHA Set', 'column_type': 'str', 'values_summary': 'Set classification of the artwork.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Indicates if the artwork has an interactive feature.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag designation for the artwork.'}, {'column_name': 'Speaker Type', 'column_type': 'str', 'values_summary': 'Describes the type of speaker associated with the artwork.'}, {'column_name': 'Lighting Type', 'column_type': 'str', 'values_summary': 'Type of lighting the artwork features.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog number or identifier.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename for the associated image or document.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the artwork.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Global unique identifier for the entry.'}]}, 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_r8eyOxcBcPKx7s8kPmbYzmyv) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If the function summarizes the art table, then it will provide a concise overview of the table's content and purpose.\n", + "Validation Criteria:\n", + "Contains the table name\n", + "Includes a brief summary\n", + "Lists all column names\n", + "Describes the column types\n", + "Presents a summary of values for each column\n", + "Result:\n", + "{'table_name': 'art', 'table_summary': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Various names of artworks and sculptures.'}, {'column_name': 'Genuine', 'column_type': 'bool', 'values_summary': 'Indicates whether the artwork is genuine (True) or fake (False).'}, {'column_name': 'Category', 'column_type': 'str', 'values_summary': 'Categories indicate the type of artwork such as painting or sculpture.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price in currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price or zero if not for sale.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Main color description (if applicable).'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color description (if applicable).'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Dimensions of the artwork.'}, {'column_name': 'Real Artwork Title', 'column_type': 'str', 'values_summary': 'The actual title of the artwork.'}, {'column_name': 'Artist', 'column_type': 'str', 'values_summary': 'Name of the artist associated with the artwork.'}, {'column_name': 'Museum Description', 'column_type': 'str', 'values_summary': 'A brief background or description provided by the museum.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Reference to where the artwork is sourced from.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Any notes relevant to the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Denotes the version of the artwork in the collection.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept classification from the HHA system.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept classification from the HHA system.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'Series classification for the artwork.'}, {'column_name': 'HHA Set', 'column_type': 'str', 'values_summary': 'Set classification of the artwork.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Indicates if the artwork has an interactive feature.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag designation for the artwork.'}, {'column_name': 'Speaker Type', 'column_type': 'str', 'values_summary': 'Describes the type of speaker associated with the artwork.'}, {'column_name': 'Lighting Type', 'column_type': 'str', 'values_summary': 'Type of lighting the artwork features.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog number or identifier.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename for the associated image or document.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the artwork.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Global unique identifier for the entry.'}]}\n", + "\n", + "Parameters:\n", + "\n", + "table_summary: {'table_name': 'art', 'table_summary': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Various names of artworks and sculptures.'}, {'column_name': 'Genuine', 'column_type': 'bool', 'values_summary': 'Indicates whether the artwork is genuine (True) or fake (False).'}, {'column_name': 'Category', 'column_type': 'str', 'values_summary': 'Categories indicate the type of artwork such as painting or sculpture.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price in currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price or zero if not for sale.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Main color description (if applicable).'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color description (if applicable).'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Dimensions of the artwork.'}, {'column_name': 'Real Artwork Title', 'column_type': 'str', 'values_summary': 'The actual title of the artwork.'}, {'column_name': 'Artist', 'column_type': 'str', 'values_summary': 'Name of the artist associated with the artwork.'}, {'column_name': 'Museum Description', 'column_type': 'str', 'values_summary': 'A brief background or description provided by the museum.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Reference to where the artwork is sourced from.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Any notes relevant to the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Denotes the version of the artwork in the collection.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept classification from the HHA system.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept classification from the HHA system.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'Series classification for the artwork.'}, {'column_name': 'HHA Set', 'column_type': 'str', 'values_summary': 'Set classification of the artwork.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Indicates if the artwork has an interactive feature.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag designation for the artwork.'}, {'column_name': 'Speaker Type', 'column_type': 'str', 'values_summary': 'Describes the type of speaker associated with the artwork.'}, {'column_name': 'Lighting Type', 'column_type': 'str', 'values_summary': 'Type of lighting the artwork features.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog number or identifier.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename for the associated image or document.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the artwork.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Global unique identifier for the entry.'}]}\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: Summarize the following table: art\n", + "Result: Passed\n", + "Justification: The summary effectively encapsulates the main purpose and content of the table, including descriptions of artwork characteristics and classification.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: Contains the table name\n", + "Result: Passed\n", + "Justification: The summary clearly states that the table name is 'art.'\n", + "\n", + "- Criterion: Includes a brief summary\n", + "Result: Passed\n", + "Justification: The provided summary gives a concise overview of the table's content and significance.\n", + "\n", + "- Criterion: Lists all column names\n", + "Result: Passed\n", + "Justification: All column names from the table are included in the summary.\n", + "\n", + "- Criterion: Describes the column types\n", + "Result: Passed\n", + "Justification: Each column name is accompanied by its corresponding data type.\n", + "\n", + "- Criterion: Presents a summary of values for each column\n", + "Result: Passed\n", + "Justification: For every column, there is a summary of possible values or descriptions based on the data.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[AutoGenResult(result= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, question='List the available tables. Only use valid DuckDB syntax.', function_response=FunctionResponse(function=, hypothesis='If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', args=[], kwargs={'query': \"SELECT name FROM sqlite_master WHERE type='table';\"}, result_data= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, result_str='| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |', validation_criteria=['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='List the available tables. Only use valid DuckDB syntax.', result=True, justification='The response provided a complete list of table names, which satisfies the question.'), criteria_results=[CriterionResult(criterion='The response should contain the names of tables present in the database.', result=True, justification='The result includes a comprehensive list of table names.'), CriterionResult(criterion='The syntax used should be valid DuckDB SQL syntax.', result=True, justification=\"The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\"), CriterionResult(criterion='The response should represent the results in a clear markdown format.', result=True, justification='The results are presented in a clear tabular markdown format, making it easy to read.')]))]\n", + "[{'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nHypothesis:\\nIf I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\\nParameters:\\nquery: SELECT name FROM sqlite_master WHERE type='table';\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n'}]\n", + "Prepared group chat with 3 messages, the last speaker is \u001b[33mchat_manager\u001b[0m\n", + "\u001b[33mchat_manager\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: List 10 example rows in the table bags\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_kdicorBv1or8TQheQU9nx6PD): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I execute a query to list 10 example rows in the bags table, then I will receive rows from the bags table in the response.\",\"validation_criteria\":[\"The response contains at least 10 rows.\",\"The rows are from the bags table.\",\"The format of the response is a markdown table.\"],\"query\":\"SELECT * FROM bags LIMIT 10;\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_kdicorBv1or8TQheQU9nx6PD\n", + "Input arguments: {'hypothesis': 'If I execute a query to list 10 example rows in the bags table, then I will receive rows from the bags table in the response.', 'validation_criteria': ['The response contains at least 10 rows.', 'The rows are from the bags table.', 'The format of the response is a markdown table.'], 'query': 'SELECT * FROM bags LIMIT 10;', 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_kdicorBv1or8TQheQU9nx6PD) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I execute a query to list 10 example rows in the bags table, then I will receive rows from the bags table in the response.\n", + "Validation Criteria:\n", + "The response contains at least 10 rows.\n", + "The rows are from the bags table.\n", + "The format of the response is a markdown table.\n", + "Result:\n", + "| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\n", + "|---:|:------------------------|:------------|:------|:------|-------:|:-----------|:-----------|:-------|:--------------|:---------|:---------------|:------------------------|:----------|:--------|:------------------------------|:----------------------|:-------------|:---------------------------|--------------:|:------------------|\n", + "| 0 | acorn pochette | Brown | True | NFS | 2400 | Brown | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderAcorn0 | 7492 | XiC7bNzTBAdb8zWwr |\n", + "| 1 | basket pack | Green | True | NFS | 2400 | Green | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Simple | outdoorsy; work | False | Not for sale | BagBackpackBasket0 | 7506 | BW764rj9aH3QL6GRH |\n", + "| 2 | bug cage | Green | False | NFS | 122 | Green | White | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Active | outdoorsy; vacation | False | Not for sale | BagShoulderCage0 | 7479 | nrkEKkL46YsQYcYjp |\n", + "| 3 | Bunny Day bag | None | True | NFS | 2400 | Colorful | Colorful | 1x1 | NA | Crafting | | All Year | 1.1.0a | Active | fairy tale; party; theatrical | False | Not for sale | BagBackpackEgg0 | 12447 | YGofzAZknSTYWmfWM |\n", + "| 4 | butterfly backpack | Pink | False | NFS | 210 | Pink | Yellow | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Cute | everyday; formal; party | False | Not for sale | BagBackpackButterfly0 | 7502 | unsmeHZemRaTnq62z |\n", + "| 5 | canvas backpack | White | False | 1300 | 325 | White | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagBackpackTote0 | 7509 | ZtgYddBwpZfGMjewu |\n", + "| 6 | cherry-blossom pochette | Pink | True | NFS | 2400 | Pink | Pink | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderCherryblossoms0 | 7490 | wwkZdhj9HzxZiqHys |\n", + "| 7 | cloth shoulder bag | Blue | False | 1400 | 350 | Light blue | Light blue | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas0 | 7487 | DzoRrArWrKtzn6Xzc |\n", + "| 8 | cloth shoulder bag | Orange | False | 1400 | 350 | Orange | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas1 | 12013 | dcpCgBwji4QCYAy8k |\n", + "| 9 | cloth shoulder bag | Ivory | False | 1400 | 350 | White | White | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas2 | 12014 | NfkYKg5NoaWKBEpzN |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT * FROM bags LIMIT 10;\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: List 10 example rows in the table bags\n", + "Result: Passed\n", + "Justification: The response provides exactly 10 example rows from the bags table in a markdown table format, demonstrating valid results from the specified query.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The response contains at least 10 rows.\n", + "Result: Passed\n", + "Justification: The response contains exactly 10 rows from the bags table.\n", + "\n", + "- Criterion: The rows are from the bags table.\n", + "Result: Passed\n", + "Justification: The rows in the response are explicitly specified as being from the bags table.\n", + "\n", + "- Criterion: The format of the response is a markdown table.\n", + "Result: Passed\n", + "Justification: The rows are formatted correctly as a markdown table, making it clear and easy to read.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[]\n", + "[]\n", + "\u001b[33m_User\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: Summarize the following table: bags\n", + "| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\n", + "|---:|:------------------------|:------------|:------|:------|-------:|:-----------|:-----------|:-------|:--------------|:---------|:---------------|:------------------------|:----------|:--------|:------------------------------|:----------------------|:-------------|:---------------------------|--------------:|:------------------|\n", + "| 0 | acorn pochette | Brown | True | NFS | 2400 | Brown | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderAcorn0 | 7492 | XiC7bNzTBAdb8zWwr |\n", + "| 1 | basket pack | Green | True | NFS | 2400 | Green | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Simple | outdoorsy; work | False | Not for sale | BagBackpackBasket0 | 7506 | BW764rj9aH3QL6GRH |\n", + "| 2 | bug cage | Green | False | NFS | 122 | Green | White | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Active | outdoorsy; vacation | False | Not for sale | BagShoulderCage0 | 7479 | nrkEKkL46YsQYcYjp |\n", + "| 3 | Bunny Day bag | None | True | NFS | 2400 | Colorful | Colorful | 1x1 | NA | Crafting | | All Year | 1.1.0a | Active | fairy tale; party; theatrical | False | Not for sale | BagBackpackEgg0 | 12447 | YGofzAZknSTYWmfWM |\n", + "| 4 | butterfly backpack | Pink | False | NFS | 210 | Pink | Yellow | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Cute | everyday; formal; party | False | Not for sale | BagBackpackButterfly0 | 7502 | unsmeHZemRaTnq62z |\n", + "| 5 | canvas backpack | White | False | 1300 | 325 | White | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagBackpackTote0 | 7509 | ZtgYddBwpZfGMjewu |\n", + "| 6 | cherry-blossom pochette | Pink | True | NFS | 2400 | Pink | Pink | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderCherryblossoms0 | 7490 | wwkZdhj9HzxZiqHys |\n", + "| 7 | cloth shoulder bag | Blue | False | 1400 | 350 | Light blue | Light blue | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas0 | 7487 | DzoRrArWrKtzn6Xzc |\n", + "| 8 | cloth shoulder bag | Orange | False | 1400 | 350 | Orange | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas1 | 12013 | dcpCgBwji4QCYAy8k |\n", + "| 9 | cloth shoulder bag | Ivory | False | 1400 | 350 | White | White | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas2 | 12014 | NfkYKg5NoaWKBEpzN |\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_ajsuAOcp5aoX9BHKeseK1MIB): summarize_table *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I summarize the bags table, then I will provide a clear overview of its content and structure.\",\"validation_criteria\":[\"The summary includes the table name.\",\"The summary provides a brief description of the table's purpose and content.\",\"The summary lists the column names and their corresponding types.\"],\"table_summary\":{\"table_name\":\"bags\",\"table_summary\":\"This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.\",\"columns\":[{\"column_name\":\"Name\",\"column_type\":\"str\",\"values_summary\":\"Names of the bags.\"},{\"column_name\":\"Variation\",\"column_type\":\"str\",\"values_summary\":\"Different variations available for each bag.\"},{\"column_name\":\"DIY\",\"column_type\":\"bool\",\"values_summary\":\"Indicates whether the bag can be crafted.\"},{\"column_name\":\"Buy\",\"column_type\":\"int\",\"values_summary\":\"Price to buy the bag if applicable.\"},{\"column_name\":\"Sell\",\"column_type\":\"int\",\"values_summary\":\"Selling price of the bag.\"},{\"column_name\":\"Color 1\",\"column_type\":\"str\",\"values_summary\":\"Primary color of the bag.\"},{\"column_name\":\"Color 2\",\"column_type\":\"str\",\"values_summary\":\"Secondary color of the bag.\"},{\"column_name\":\"Size\",\"column_type\":\"str\",\"values_summary\":\"Size dimensions of the bag.\"},{\"column_name\":\"Miles Price\",\"column_type\":\"str\",\"values_summary\":\"Price value in miles, if applicable, otherwise NA.\"},{\"column_name\":\"Source\",\"column_type\":\"str\",\"values_summary\":\"Source from which the bag can be acquired.\"},{\"column_name\":\"Source Notes\",\"column_type\":\"str\",\"values_summary\":\"Additional notes regarding the source.\"},{\"column_name\":\"Seasonal Availability\",\"column_type\":\"str\",\"values_summary\":\"Indicates if the bag is available throughout the year.\"},{\"column_name\":\"Version\",\"column_type\":\"str\",\"values_summary\":\"Version of the game in which the bag exists.\"},{\"column_name\":\"Style\",\"column_type\":\"str\",\"values_summary\":\"Style categorization of the bag.\"},{\"column_name\":\"Label Themes\",\"column_type\":\"str\",\"values_summary\":\"Themes associated with the bag labels.\"},{\"column_name\":\"Villager Equippable\",\"column_type\":\"bool\",\"values_summary\":\"Indicates if a villager can equip the bag.\"},{\"column_name\":\"Catalog\",\"column_type\":\"str\",\"values_summary\":\"Status of the bag in the catalog.\"},{\"column_name\":\"Filename\",\"column_type\":\"str\",\"values_summary\":\"Filename associated with the bag.\"},{\"column_name\":\"Internal ID\",\"column_type\":\"int\",\"values_summary\":\"Internal identification number in the system.\"},{\"column_name\":\"Unique Entry ID\",\"column_type\":\"str\",\"values_summary\":\"Unique identification code for the bag.\"}]}}\n", + "\u001b[32m********************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION summarize_table...\n", + "Call ID: call_ajsuAOcp5aoX9BHKeseK1MIB\n", + "Input arguments: {'hypothesis': 'If I summarize the bags table, then I will provide a clear overview of its content and structure.', 'validation_criteria': ['The summary includes the table name.', \"The summary provides a brief description of the table's purpose and content.\", 'The summary lists the column names and their corresponding types.'], 'table_summary': {'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}, 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_ajsuAOcp5aoX9BHKeseK1MIB) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I summarize the bags table, then I will provide a clear overview of its content and structure.\n", + "Validation Criteria:\n", + "The summary includes the table name.\n", + "The summary provides a brief description of the table's purpose and content.\n", + "The summary lists the column names and their corresponding types.\n", + "Result:\n", + "{'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}\n", + "\n", + "Parameters:\n", + "\n", + "table_summary: {'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: Summarize the following table: bags\n", + "Result: Passed\n", + "Justification: The summary effectively describes the table, including its purpose, the name of the table, and provides a comprehensive list of columns along with their types and brief descriptions.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The summary includes the table name.\n", + "Result: Passed\n", + "Justification: The summary explicitly states the table name as 'bags'.\n", + "\n", + "- Criterion: The summary provides a brief description of the table's purpose and content.\n", + "Result: Passed\n", + "Justification: The summary explains that the table lists various types of bags, their attributes, and how to acquire them.\n", + "\n", + "- Criterion: The summary lists the column names and their corresponding types.\n", + "Result: Passed\n", + "Justification: The summary includes all column names along with their data types and descriptions.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[AutoGenResult(result= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, question='List the available tables. Only use valid DuckDB syntax.', function_response=FunctionResponse(function=, hypothesis='If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', args=[], kwargs={'query': \"SELECT name FROM sqlite_master WHERE type='table';\"}, result_data= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, result_str='| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |', validation_criteria=['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='List the available tables. Only use valid DuckDB syntax.', result=True, justification='The response provided a complete list of table names, which satisfies the question.'), criteria_results=[CriterionResult(criterion='The response should contain the names of tables present in the database.', result=True, justification='The result includes a comprehensive list of table names.'), CriterionResult(criterion='The syntax used should be valid DuckDB SQL syntax.', result=True, justification=\"The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\"), CriterionResult(criterion='The response should represent the results in a clear markdown format.', result=True, justification='The results are presented in a clear tabular markdown format, making it easy to read.')]))]\n", + "[{'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nHypothesis:\\nIf I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\\nParameters:\\nquery: SELECT name FROM sqlite_master WHERE type='table';\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n'}]\n", + "Prepared group chat with 3 messages, the last speaker is \u001b[33mchat_manager\u001b[0m\n", + "\u001b[33mchat_manager\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: List 10 example rows in the table bottoms\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_KlTZGQvFdwT27XUu9SwJv5LC): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I execute a query to list 10 example rows in the table bottoms, then I will receive 10 rows of data from that table in the response.\",\"validation_criteria\":[\"The result should contain 10 rows.\",\"The rows should be extracted from the 'bottoms' table.\",\"The format of the output should be in a markdown table.\"],\"query\":\"SELECT * FROM bottoms LIMIT 10;\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_KlTZGQvFdwT27XUu9SwJv5LC\n", + "Input arguments: {'hypothesis': 'If I execute a query to list 10 example rows in the table bottoms, then I will receive 10 rows of data from that table in the response.', 'validation_criteria': ['The result should contain 10 rows.', \"The rows should be extracted from the 'bottoms' table.\", 'The format of the output should be in a markdown table.'], 'query': 'SELECT * FROM bottoms LIMIT 10;', 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_KlTZGQvFdwT27XUu9SwJv5LC) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I execute a query to list 10 example rows in the table bottoms, then I will receive 10 rows of data from that table in the response.\n", + "Validation Criteria:\n", + "The result should contain 10 rows.\n", + "The rows should be extracted from the 'bottoms' table.\n", + "The format of the output should be in a markdown table.\n", + "Result:\n", + "| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\n", + "|---:|:---------------------|:------------|:------|------:|-------:|:----------|:-----------|:-------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:--------|:-------------------------|:----------------------|:----------|:-------------------------------|--------------:|:------------------|\n", + "| 0 | acid-washed jeans | Blue | False | 1320 | 330 | Blue | Blue | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical0 | 5286 | QaecPktemD3XuFdwy |\n", + "| 1 | acid-washed jeans | Black | False | 1320 | 330 | Black | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical1 | 11385 | a7HNjgRFkCznkDLLH |\n", + "| 2 | animal-stripes skirt | Tiger | False | 1100 | 275 | Yellow | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe0 | 9842 | qmtHwBmtJDvtNntTs |\n", + "| 3 | animal-stripes skirt | Zebra | False | 1100 | 275 | Gray | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe1 | 12067 | 4mDRmSG3scfXh3oon |\n", + "| 4 | apron skirt | Purple | False | 700 | 175 | White | Purple | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron0 | 5710 | MtsvEMQ9Z9damsycd |\n", + "| 5 | apron skirt | Blue | False | 700 | 175 | White | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron1 | 8921 | cfzi35RpY8onR3hra |\n", + "| 6 | apron skirt | Beige | False | 700 | 175 | White | Beige | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron2 | 8922 | AmWS5iMbatqDr2eLs |\n", + "| 7 | athletic pants | Red | False | 880 | 220 | Red | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey0 | 3311 | iL9vd8DerEEJDJQbA |\n", + "| 8 | athletic pants | Green | False | 880 | 220 | Green | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey1 | 11295 | Ygp8L2zeem8ECZroK |\n", + "| 9 | athletic pants | Black | False | 880 | 220 | Black | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey2 | 11296 | 8NcTmEpkckocYvTf2 |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT * FROM bottoms LIMIT 10;\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: List 10 example rows in the table bottoms\n", + "Result: Passed\n", + "Justification: The response provides 10 example rows from the 'bottoms' table formatted correctly as a markdown table.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The result should contain 10 rows.\n", + "Result: Passed\n", + "Justification: The result includes exactly 10 rows of data.\n", + "\n", + "- Criterion: The rows should be extracted from the 'bottoms' table.\n", + "Result: Passed\n", + "Justification: The rows listed are from the 'bottoms' table as requested.\n", + "\n", + "- Criterion: The format of the output should be in a markdown table.\n", + "Result: Passed\n", + "Justification: The output is formatted correctly in a markdown table.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[]\n", + "[]\n", + "\u001b[33m_User\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: Summarize the following table: bottoms\n", + "| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\n", + "|---:|:---------------------|:------------|:------|------:|-------:|:----------|:-----------|:-------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:--------|:-------------------------|:----------------------|:----------|:-------------------------------|--------------:|:------------------|\n", + "| 0 | acid-washed jeans | Blue | False | 1320 | 330 | Blue | Blue | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical0 | 5286 | QaecPktemD3XuFdwy |\n", + "| 1 | acid-washed jeans | Black | False | 1320 | 330 | Black | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical1 | 11385 | a7HNjgRFkCznkDLLH |\n", + "| 2 | animal-stripes skirt | Tiger | False | 1100 | 275 | Yellow | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe0 | 9842 | qmtHwBmtJDvtNntTs |\n", + "| 3 | animal-stripes skirt | Zebra | False | 1100 | 275 | Gray | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe1 | 12067 | 4mDRmSG3scfXh3oon |\n", + "| 4 | apron skirt | Purple | False | 700 | 175 | White | Purple | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron0 | 5710 | MtsvEMQ9Z9damsycd |\n", + "| 5 | apron skirt | Blue | False | 700 | 175 | White | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron1 | 8921 | cfzi35RpY8onR3hra |\n", + "| 6 | apron skirt | Beige | False | 700 | 175 | White | Beige | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron2 | 8922 | AmWS5iMbatqDr2eLs |\n", + "| 7 | athletic pants | Red | False | 880 | 220 | Red | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey0 | 3311 | iL9vd8DerEEJDJQbA |\n", + "| 8 | athletic pants | Green | False | 880 | 220 | Green | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey1 | 11295 | Ygp8L2zeem8ECZroK |\n", + "| 9 | athletic pants | Black | False | 880 | 220 | Black | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey2 | 11296 | 8NcTmEpkckocYvTf2 |\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_SyNv0iUzTN2dpjUPiNK70Fmx): summarize_table *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If we summarize the 'bottoms' table, then we will gain an overview of the clothing items it contains, their variations, and other attributes.\",\"validation_criteria\":[\"The summary should explain the purpose of the table.\",\"The summary should include key attributes such as clothing names and styles.\",\"The summary should mention the source and seasonal availability.\"],\"table_summary\":{\"table_name\":\"bottoms\",\"table_summary\":\"This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.\",\"columns\":[{\"column_name\":\"Name\",\"column_type\":\"string\",\"values_summary\":\"Various clothing names such as jeans, skirts, and pants.\"},{\"column_name\":\"Variation\",\"column_type\":\"string\",\"values_summary\":\"Different styles and colors of each clothing item.\"},{\"column_name\":\"DIY\",\"column_type\":\"bool\",\"values_summary\":\"Indicates whether the item can be made by the player.\"},{\"column_name\":\"Buy\",\"column_type\":\"int\",\"values_summary\":\"The purchase price of each item.\"},{\"column_name\":\"Sell\",\"column_type\":\"int\",\"values_summary\":\"The selling price for each item.\"},{\"column_name\":\"Color 1\",\"column_type\":\"string\",\"values_summary\":\"The primary color of each item.\"},{\"column_name\":\"Color 2\",\"column_type\":\"string\",\"values_summary\":\"A secondary color for the items.\"},{\"column_name\":\"Size\",\"column_type\":\"string\",\"values_summary\":\"Indicates the size of each clothing item.\"},{\"column_name\":\"Source\",\"column_type\":\"string\",\"values_summary\":\"The shop or source where the item can be obtained.\"},{\"column_name\":\"Source Notes\",\"column_type\":\"string\",\"values_summary\":\"Additional notes about item availability.\"},{\"column_name\":\"Seasonal Availability\",\"column_type\":\"string\",\"values_summary\":\"Indicates if the item is available all year.\"},{\"column_name\":\"Mannequin Piece\",\"column_type\":\"bool\",\"values_summary\":\"Indicates if the item can be used on a mannequin.\"},{\"column_name\":\"Version\",\"column_type\":\"string\",\"values_summary\":\"The version of the item.\"},{\"column_name\":\"Style\",\"column_type\":\"string\",\"values_summary\":\"General style classifications for the items.\"},{\"column_name\":\"Label Themes\",\"column_type\":\"string\",\"values_summary\":\"Describes themes related to each item.\"},{\"column_name\":\"Villager Equippable\",\"column_type\":\"bool\",\"values_summary\":\"Indicates if villagers can equip the item.\"},{\"column_name\":\"Catalog\",\"column_type\":\"string\",\"values_summary\":\"Indication of whether the item is for sale in the catalog.\"},{\"column_name\":\"Filename\",\"column_type\":\"string\",\"values_summary\":\"The filename associated with each item.\"},{\"column_name\":\"Internal ID\",\"column_type\":\"int\",\"values_summary\":\"A unique internal identifier for the item.\"},{\"column_name\":\"Unique Entry ID\",\"column_type\":\"string\",\"values_summary\":\"A unique entry identifier for tracking.\"}]}}\n", + "\u001b[32m********************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION summarize_table...\n", + "Call ID: call_SyNv0iUzTN2dpjUPiNK70Fmx\n", + "Input arguments: {'hypothesis': \"If we summarize the 'bottoms' table, then we will gain an overview of the clothing items it contains, their variations, and other attributes.\", 'validation_criteria': ['The summary should explain the purpose of the table.', 'The summary should include key attributes such as clothing names and styles.', 'The summary should mention the source and seasonal availability.'], 'table_summary': {'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}, 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_SyNv0iUzTN2dpjUPiNK70Fmx) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If we summarize the 'bottoms' table, then we will gain an overview of the clothing items it contains, their variations, and other attributes.\n", + "Validation Criteria:\n", + "The summary should explain the purpose of the table.\n", + "The summary should include key attributes such as clothing names and styles.\n", + "The summary should mention the source and seasonal availability.\n", + "Result:\n", + "{'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}\n", + "\n", + "Parameters:\n", + "\n", + "table_summary: {'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: Summarize the following table: bottoms\n", + "Result: Passed\n", + "Justification: The summary provides a clear explanation of the purpose of the table, listing the different types of clothing items available, their essential attributes like names and styles, and details about their availability from specific sources.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The summary should explain the purpose of the table.\n", + "Result: Passed\n", + "Justification: The summary explains that the table contains various types of bottoms available for purchase in the game, indicating its purpose.\n", + "\n", + "- Criterion: The summary should include key attributes such as clothing names and styles.\n", + "Result: Passed\n", + "Justification: The summary lists clothing names and mentions styles like 'Simple' and 'Cool,' along with various color variations.\n", + "\n", + "- Criterion: The summary should mention the source and seasonal availability.\n", + "Result: Passed\n", + "Justification: The summary mentions the source as 'Able Sisters' and states that the items are available all year.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[AutoGenResult(result= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, question='List the available tables. Only use valid DuckDB syntax.', function_response=FunctionResponse(function=, hypothesis='If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', args=[], kwargs={'query': \"SELECT name FROM sqlite_master WHERE type='table';\"}, result_data= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, result_str='| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |', validation_criteria=['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='List the available tables. Only use valid DuckDB syntax.', result=True, justification='The response provided a complete list of table names, which satisfies the question.'), criteria_results=[CriterionResult(criterion='The response should contain the names of tables present in the database.', result=True, justification='The result includes a comprehensive list of table names.'), CriterionResult(criterion='The syntax used should be valid DuckDB SQL syntax.', result=True, justification=\"The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\"), CriterionResult(criterion='The response should represent the results in a clear markdown format.', result=True, justification='The results are presented in a clear tabular markdown format, making it easy to read.')]))]\n", + "[{'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nHypothesis:\\nIf I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\\nParameters:\\nquery: SELECT name FROM sqlite_master WHERE type='table';\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n'}]\n", + "Prepared group chat with 3 messages, the last speaker is \u001b[33mchat_manager\u001b[0m\n", + "\u001b[33mchat_manager\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: List 10 example rows in the table construction\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_oyYTDX00ABXuqJ9tX8wj1vHO): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I execute a query to list 10 example rows in the table construction, then I will receive 10 rows of data related to construction in the response.\",\"validation_criteria\":[\"The result should contain 10 rows\",\"The rows should contain relevant data from the construction table\"],\"query\":\"SELECT * FROM construction LIMIT 10;\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_oyYTDX00ABXuqJ9tX8wj1vHO\n", + "Input arguments: {'hypothesis': 'If I execute a query to list 10 example rows in the table construction, then I will receive 10 rows of data related to construction in the response.', 'validation_criteria': ['The result should contain 10 rows', 'The rows should contain relevant data from the construction table'], 'query': 'SELECT * FROM construction LIMIT 10;', 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_oyYTDX00ABXuqJ9tX8wj1vHO) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I execute a query to list 10 example rows in the table construction, then I will receive 10 rows of data related to construction in the response.\n", + "Validation Criteria:\n", + "The result should contain 10 rows\n", + "The rows should contain relevant data from the construction table\n", + "Result:\n", + "| | Name | Buy | Category | Source | Filename | Version | Unique Entry ID |\n", + "|---:|:------------------|-------:|:-----------|:-------------------------------|:------------------------|:----------|:------------------|\n", + "| 0 | brick bridge | 198000 | Bridge | Resident Services Upgrade | BridgeBricks | 1.0.0 | Rvkrg9tcubTMakcBS |\n", + "| 1 | iron bridge | 228000 | Bridge | Resident Services Upgrade | BridgeIron | 1.0.0 | RmQ6iiKkFf3Sy4iSQ |\n", + "| 2 | log bridge | 98000 | Bridge | Resident Services Upgrade | BridgeLog | 1.0.0 | Px55sTfjKSbbMtjAK |\n", + "| 3 | red zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeRed | 1.0.0 | jTziEHXkeYaugKDQQ |\n", + "| 4 | stone bridge | 168000 | Bridge | Resident Services Upgrade | BridgeStone | 1.0.0 | JmrwC2tRRCCgbZnrp |\n", + "| 5 | suspension bridge | 129800 | Bridge | Resident Services Upgrade | BridgeSuspension | 1.0.0 | q52JebMTHDqHJKBba |\n", + "| 6 | wooden bridge | 168000 | Bridge | Resident Services Upgrade | BridgeWood | 1.0.0 | 7oZ7FMrJEpBLZzsmw |\n", + "| 7 | zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeJapanese | 1.0.0 | TbKbHzJM8j8ezmAEF |\n", + "| 8 | basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowAR | 1.0.0 | HrAsZSpm2pRj2u8ad |\n", + "| 9 | beige basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowGR | 1.0.0 | uF4YeCTGBx4Tawcp8 |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT * FROM construction LIMIT 10;\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: List 10 example rows in the table construction\n", + "Result: Passed\n", + "Justification: The response contains exactly 10 rows of data from the construction table, all of which are relevant and correctly formatted.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The result should contain 10 rows\n", + "Result: Passed\n", + "Justification: There are exactly 10 rows in the result.\n", + "\n", + "- Criterion: The rows should contain relevant data from the construction table\n", + "Result: Passed\n", + "Justification: All rows contain data that pertains to construction items, including their names, buy prices, categories, sources, filenames, versions, and unique entry IDs.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[]\n", + "[]\n", + "\u001b[33m_User\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: Summarize the following table: construction\n", + "| | Name | Buy | Category | Source | Filename | Version | Unique Entry ID |\n", + "|---:|:------------------|-------:|:-----------|:-------------------------------|:------------------------|:----------|:------------------|\n", + "| 0 | brick bridge | 198000 | Bridge | Resident Services Upgrade | BridgeBricks | 1.0.0 | Rvkrg9tcubTMakcBS |\n", + "| 1 | iron bridge | 228000 | Bridge | Resident Services Upgrade | BridgeIron | 1.0.0 | RmQ6iiKkFf3Sy4iSQ |\n", + "| 2 | log bridge | 98000 | Bridge | Resident Services Upgrade | BridgeLog | 1.0.0 | Px55sTfjKSbbMtjAK |\n", + "| 3 | red zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeRed | 1.0.0 | jTziEHXkeYaugKDQQ |\n", + "| 4 | stone bridge | 168000 | Bridge | Resident Services Upgrade | BridgeStone | 1.0.0 | JmrwC2tRRCCgbZnrp |\n", + "| 5 | suspension bridge | 129800 | Bridge | Resident Services Upgrade | BridgeSuspension | 1.0.0 | q52JebMTHDqHJKBba |\n", + "| 6 | wooden bridge | 168000 | Bridge | Resident Services Upgrade | BridgeWood | 1.0.0 | 7oZ7FMrJEpBLZzsmw |\n", + "| 7 | zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeJapanese | 1.0.0 | TbKbHzJM8j8ezmAEF |\n", + "| 8 | basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowAR | 1.0.0 | HrAsZSpm2pRj2u8ad |\n", + "| 9 | beige basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowGR | 1.0.0 | uF4YeCTGBx4Tawcp8 |\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_4PCBbOp7MaoY1R2OGFxmfSXS): summarize_table *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"if the table is summarized then it should include the name, purpose, content of the table and column details\",\"validation_criteria\":[\"summary captures table's overall purpose\",\"all columns are correctly identified\",\"summary provides concise content overview\"],\"table_summary\":{\"table_name\":\"construction\",\"table_summary\":\"This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.\",\"columns\":[{\"column_name\":\"Name\",\"column_type\":\"string\",\"values_summary\":\"The names of various construction items such as bridges and doors.\"},{\"column_name\":\"Buy\",\"column_type\":\"integer\",\"values_summary\":\"The purchase price of each item listed.\"},{\"column_name\":\"Category\",\"column_type\":\"string\",\"values_summary\":\"The type of construction item, distinguishing between bridges and doors.\"},{\"column_name\":\"Source\",\"column_type\":\"string\",\"values_summary\":\"The source or upgrade path from which the item can be acquired.\"},{\"column_name\":\"Filename\",\"column_type\":\"string\",\"values_summary\":\"The associated file names for the items.\"},{\"column_name\":\"Version\",\"column_type\":\"string\",\"values_summary\":\"The version number of each item.\"},{\"column_name\":\"Unique Entry ID\",\"column_type\":\"string\",\"values_summary\":\"A unique identifier for each listing.\"}]}}\n", + "\u001b[32m********************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION summarize_table...\n", + "Call ID: call_4PCBbOp7MaoY1R2OGFxmfSXS\n", + "Input arguments: {'hypothesis': 'if the table is summarized then it should include the name, purpose, content of the table and column details', 'validation_criteria': [\"summary captures table's overall purpose\", 'all columns are correctly identified', 'summary provides concise content overview'], 'table_summary': {'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}, 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_4PCBbOp7MaoY1R2OGFxmfSXS) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: if the table is summarized then it should include the name, purpose, content of the table and column details\n", + "Validation Criteria:\n", + "summary captures table's overall purpose\n", + "all columns are correctly identified\n", + "summary provides concise content overview\n", + "Result:\n", + "{'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}\n", + "\n", + "Parameters:\n", + "\n", + "table_summary: {'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: Summarize the following table: construction\n", + "Result: Passed\n", + "Justification: The summary clearly articulates the overall purpose of the table, identifying the types of construction items listed (bridges and doors), their costs, sources, and unique identifiers. Additionally, it provides concise descriptions of each column, ensuring all aspects of the original table are covered.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: summary captures table's overall purpose\n", + "Result: Passed\n", + "Justification: The summary captures the essence of the table by mentioning it lists construction items like bridges and doors, alongside their costs and purposes.\n", + "\n", + "- Criterion: all columns are correctly identified\n", + "Result: Passed\n", + "Justification: All columns from the original table are identified and described accurately, detailing their names, types, and content.\n", + "\n", + "- Criterion: summary provides concise content overview\n", + "Result: Passed\n", + "Justification: The summary succinctly conveys the key information and functionality of the table in a clear manner, making it easy to understand the content.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[AutoGenResult(result= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, question='List the available tables. Only use valid DuckDB syntax.', function_response=FunctionResponse(function=, hypothesis='If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', args=[], kwargs={'query': \"SELECT name FROM sqlite_master WHERE type='table';\"}, result_data= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, result_str='| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |', validation_criteria=['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='List the available tables. Only use valid DuckDB syntax.', result=True, justification='The response provided a complete list of table names, which satisfies the question.'), criteria_results=[CriterionResult(criterion='The response should contain the names of tables present in the database.', result=True, justification='The result includes a comprehensive list of table names.'), CriterionResult(criterion='The syntax used should be valid DuckDB SQL syntax.', result=True, justification=\"The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\"), CriterionResult(criterion='The response should represent the results in a clear markdown format.', result=True, justification='The results are presented in a clear tabular markdown format, making it easy to read.')]))]\n", + "[{'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nHypothesis:\\nIf I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\\nParameters:\\nquery: SELECT name FROM sqlite_master WHERE type='table';\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n'}]\n", + "Prepared group chat with 3 messages, the last speaker is \u001b[33mchat_manager\u001b[0m\n", + "\u001b[33mchat_manager\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: List 10 example rows in the table dress_up\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_h6EgPFpm5fmpUHu9GRX11ViJ): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I execute a query to list 10 example rows in the dress_up table, then I will receive a list of rows from the dress_up table in the response.\",\"validation_criteria\":[\"Response contains 10 rows\",\"Rows contain relevant columns from the dress_up table\",\"Data in the response is well-structured and readable\"],\"query\":\"SELECT * FROM dress_up LIMIT 10;\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_h6EgPFpm5fmpUHu9GRX11ViJ\n", + "Input arguments: {'hypothesis': 'If I execute a query to list 10 example rows in the dress_up table, then I will receive a list of rows from the dress_up table in the response.', 'validation_criteria': ['Response contains 10 rows', 'Rows contain relevant columns from the dress_up table', 'Data in the response is well-structured and readable'], 'query': 'SELECT * FROM dress_up LIMIT 10;', 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_h6EgPFpm5fmpUHu9GRX11ViJ) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I execute a query to list 10 example rows in the dress_up table, then I will receive a list of rows from the dress_up table in the response.\n", + "Validation Criteria:\n", + "Response contains 10 rows\n", + "Rows contain relevant columns from the dress_up table\n", + "Data in the response is well-structured and readable\n", + "Result:\n", + "| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Primary Shape | Secondary Shape | Filename | Internal ID | Unique Entry ID |\n", + "|---:|:------------------|:------------|:------|------:|-------:|:-----------|:-----------|:-------|:-------------|:--------------------------------------|:------------------------|:------------------|:----------|:--------|:-----------------|:----------------------|:----------|:----------------|:------------------|:-----------------------------------|--------------:|:------------------|\n", + "| 0 | academy uniform | Navy blue | False | 2080 | 520 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki0 | 2699 | yfbZu5Nj6wtJSnuDW |\n", + "| 1 | academy uniform | Gray | False | 2080 | 520 | Gray | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki1 | 9016 | zbKRm5Cv5dyiz3y35 |\n", + "| 2 | academy uniform | Red | False | 2080 | 520 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki2 | 9017 | 3FSAsaikyEjHkLWcM |\n", + "| 3 | adventure dress | Blue | False | 2800 | 700 | Light blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | fairy tale | True | For sale | Balloon | H | TopsTexOnepieceBalloonHStrangeBlue | 3686 | AQZFR4Bzob9Phsr9R |\n", + "| 4 | alpinist dress | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean0 | 3168 | rN77JmGnpSNNeQogP |\n", + "| 5 | alpinist dress | Blue | False | 2520 | 630 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean1 | 8615 | zkWYtfW3WeDbdSQuy |\n", + "| 6 | alpinist dress | Red | False | 2520 | 630 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean2 | 8616 | TkEkCuYTjTEu38axs |\n", + "| 7 | alpinist overalls | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean0 | 4443 | vzaWMkA2s7R6SefHa |\n", + "| 8 | alpinist overalls | Blue | False | 2520 | 630 | Blue | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean1 | 8631 | onM7CM229PHZyRjPd |\n", + "| 9 | alpinist overalls | Red | False | 2520 | 630 | Red | Pink | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean2 | 8632 | WWbNFkaxwJMGLSBYj |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT * FROM dress_up LIMIT 10;\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: List 10 example rows in the table dress_up\n", + "Result: Passed\n", + "Justification: The result provides exactly 10 rows, each with relevant columns from the dress_up table and is arranged in a structured format.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: Response contains 10 rows\n", + "Result: Passed\n", + "Justification: The response correctly returns 10 rows from the dress_up table.\n", + "\n", + "- Criterion: Rows contain relevant columns from the dress_up table\n", + "Result: Passed\n", + "Justification: All relevant columns such as Name, Variation, DIY, Buy, Sell, and others are included in the response.\n", + "\n", + "- Criterion: Data in the response is well-structured and readable\n", + "Result: Passed\n", + "Justification: The data is formatted neatly in a table layout, making it easy to read.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[]\n", + "[]\n", + "\u001b[33m_User\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: Summarize the following table: dress_up\n", + "| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Primary Shape | Secondary Shape | Filename | Internal ID | Unique Entry ID |\n", + "|---:|:------------------|:------------|:------|------:|-------:|:-----------|:-----------|:-------|:-------------|:--------------------------------------|:------------------------|:------------------|:----------|:--------|:-----------------|:----------------------|:----------|:----------------|:------------------|:-----------------------------------|--------------:|:------------------|\n", + "| 0 | academy uniform | Navy blue | False | 2080 | 520 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki0 | 2699 | yfbZu5Nj6wtJSnuDW |\n", + "| 1 | academy uniform | Gray | False | 2080 | 520 | Gray | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki1 | 9016 | zbKRm5Cv5dyiz3y35 |\n", + "| 2 | academy uniform | Red | False | 2080 | 520 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki2 | 9017 | 3FSAsaikyEjHkLWcM |\n", + "| 3 | adventure dress | Blue | False | 2800 | 700 | Light blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | fairy tale | True | For sale | Balloon | H | TopsTexOnepieceBalloonHStrangeBlue | 3686 | AQZFR4Bzob9Phsr9R |\n", + "| 4 | alpinist dress | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean0 | 3168 | rN77JmGnpSNNeQogP |\n", + "| 5 | alpinist dress | Blue | False | 2520 | 630 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean1 | 8615 | zkWYtfW3WeDbdSQuy |\n", + "| 6 | alpinist dress | Red | False | 2520 | 630 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean2 | 8616 | TkEkCuYTjTEu38axs |\n", + "| 7 | alpinist overalls | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean0 | 4443 | vzaWMkA2s7R6SefHa |\n", + "| 8 | alpinist overalls | Blue | False | 2520 | 630 | Blue | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean1 | 8631 | onM7CM229PHZyRjPd |\n", + "| 9 | alpinist overalls | Red | False | 2520 | 630 | Red | Pink | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean2 | 8632 | WWbNFkaxwJMGLSBYj |\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_P8y9CwBAX4RKuuLwz7scpcfT): summarize_table *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If the table 'dress_up' is summarized, then it will provide information about different clothing items available in varying styles and colors.\",\"validation_criteria\":[\"The table name is correctly identified as 'dress_up'.\",\"The summary encapsulates the main purpose and content of the table in 3 sentences max.\",\"The columns of the table are correctly listed with their respective names and types.\"],\"table_summary\":{\"table_name\":\"dress_up\",\"table_summary\":\"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\",\"columns\":[{\"column_name\":\"Name\",\"column_type\":\"str\",\"values_summary\":\"Names of clothing items.\"},{\"column_name\":\"Variation\",\"column_type\":\"str\",\"values_summary\":\"Different color or style variants of each clothing item.\"},{\"column_name\":\"DIY\",\"column_type\":\"bool\",\"values_summary\":\"Indicates if the item is available as a DIY recipe.\"},{\"column_name\":\"Buy\",\"column_type\":\"int\",\"values_summary\":\"Purchase price of the item.\"},{\"column_name\":\"Sell\",\"column_type\":\"int\",\"values_summary\":\"Sell price of the item.\"},{\"column_name\":\"Color 1\",\"column_type\":\"str\",\"values_summary\":\"Primary color of the item.\"},{\"column_name\":\"Color 2\",\"column_type\":\"str\",\"values_summary\":\"Secondary color of the item.\"},{\"column_name\":\"Size\",\"column_type\":\"str\",\"values_summary\":\"Size of the clothing item.\"},{\"column_name\":\"Source\",\"column_type\":\"str\",\"values_summary\":\"Source from where the item can be obtained.\"},{\"column_name\":\"Source Notes\",\"column_type\":\"str\",\"values_summary\":\"Notes about item availability.\"},{\"column_name\":\"Seasonal Availability\",\"column_type\":\"str\",\"values_summary\":\"Information on whether the item is available year-round or seasonally.\"},{\"column_name\":\"Mannequin Piece\",\"column_type\":\"bool\",\"values_summary\":\"Indicates if the item can be used as a mannequin piece.\"},{\"column_name\":\"Version\",\"column_type\":\"str\",\"values_summary\":\"Version information for the item.\"},{\"column_name\":\"Style\",\"column_type\":\"str\",\"values_summary\":\"Stylistic classification of the clothing.\"},{\"column_name\":\"Label Themes\",\"column_type\":\"str\",\"values_summary\":\"Themes associated with the clothing's labels.\"},{\"column_name\":\"Villager Equippable\",\"column_type\":\"bool\",\"values_summary\":\"Indicates if villagers can wear the item.\"},{\"column_name\":\"Catalog\",\"column_type\":\"str\",\"values_summary\":\"Catalog status of the item.\"},{\"column_name\":\"Primary Shape\",\"column_type\":\"str\",\"values_summary\":\"Primary form of the clothing item.\"},{\"column_name\":\"Secondary Shape\",\"column_type\":\"str\",\"values_summary\":\"Secondary form of the clothing item.\"},{\"column_name\":\"Filename\",\"column_type\":\"str\",\"values_summary\":\"File name related to the clothing item.\"},{\"column_name\":\"Internal ID\",\"column_type\":\"int\",\"values_summary\":\"Unique internal identifier for the item.\"},{\"column_name\":\"Unique Entry ID\",\"column_type\":\"str\",\"values_summary\":\"Unique identifier for the table entry.\"}]}}\n", + "\u001b[32m********************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION summarize_table...\n", + "Call ID: call_P8y9CwBAX4RKuuLwz7scpcfT\n", + "Input arguments: {'hypothesis': \"If the table 'dress_up' is summarized, then it will provide information about different clothing items available in varying styles and colors.\", 'validation_criteria': [\"The table name is correctly identified as 'dress_up'.\", 'The summary encapsulates the main purpose and content of the table in 3 sentences max.', 'The columns of the table are correctly listed with their respective names and types.'], 'table_summary': {'table_name': 'dress_up', 'table_summary': \"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of clothing items.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different color or style variants of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the item is available as a DIY recipe.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Sell price of the item.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the item.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the item.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size of the clothing item.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Information on whether the item is available year-round or seasonally.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used as a mannequin piece.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the item.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Stylistic classification of the clothing.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': \"Themes associated with the clothing's labels.\"}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can wear the item.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the item.'}, {'column_name': 'Primary Shape', 'column_type': 'str', 'values_summary': 'Primary form of the clothing item.'}, {'column_name': 'Secondary Shape', 'column_type': 'str', 'values_summary': 'Secondary form of the clothing item.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name related to the clothing item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the table entry.'}]}, 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_P8y9CwBAX4RKuuLwz7scpcfT) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If the table 'dress_up' is summarized, then it will provide information about different clothing items available in varying styles and colors.\n", + "Validation Criteria:\n", + "The table name is correctly identified as 'dress_up'.\n", + "The summary encapsulates the main purpose and content of the table in 3 sentences max.\n", + "The columns of the table are correctly listed with their respective names and types.\n", + "Result:\n", + "{'table_name': 'dress_up', 'table_summary': \"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of clothing items.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different color or style variants of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the item is available as a DIY recipe.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Sell price of the item.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the item.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the item.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size of the clothing item.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Information on whether the item is available year-round or seasonally.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used as a mannequin piece.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the item.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Stylistic classification of the clothing.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': \"Themes associated with the clothing's labels.\"}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can wear the item.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the item.'}, {'column_name': 'Primary Shape', 'column_type': 'str', 'values_summary': 'Primary form of the clothing item.'}, {'column_name': 'Secondary Shape', 'column_type': 'str', 'values_summary': 'Secondary form of the clothing item.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name related to the clothing item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the table entry.'}]}\n", + "\n", + "Parameters:\n", + "\n", + "table_summary: {'table_name': 'dress_up', 'table_summary': \"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of clothing items.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different color or style variants of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the item is available as a DIY recipe.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Sell price of the item.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the item.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the item.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size of the clothing item.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Information on whether the item is available year-round or seasonally.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used as a mannequin piece.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the item.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Stylistic classification of the clothing.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': \"Themes associated with the clothing's labels.\"}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can wear the item.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the item.'}, {'column_name': 'Primary Shape', 'column_type': 'str', 'values_summary': 'Primary form of the clothing item.'}, {'column_name': 'Secondary Shape', 'column_type': 'str', 'values_summary': 'Secondary form of the clothing item.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name related to the clothing item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the table entry.'}]}\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: Summarize the following table: dress_up\n", + "Result: Passed\n", + "Justification: The summary succinctly captures the essence of the 'dress_up' table, accurately describing the purpose, structure, and types of data it holds while adhering to the specified length.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The table name is correctly identified as 'dress_up'.\n", + "Result: Passed\n", + "Justification: The summary distinctly states that the table is named 'dress_up'.\n", + "\n", + "- Criterion: The summary encapsulates the main purpose and content of the table in 3 sentences max.\n", + "Result: Passed\n", + "Justification: The summary is composed of three sentences that effectively communicate the content and purpose of the table.\n", + "\n", + "- Criterion: The columns of the table are correctly listed with their respective names and types.\n", + "Result: Passed\n", + "Justification: The summary provides a comprehensive list of the columns alongside their names and data types, correctly reflecting the structure of the original table.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[AutoGenResult(result= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, question='List the available tables. Only use valid DuckDB syntax.', function_response=FunctionResponse(function=, hypothesis='If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', args=[], kwargs={'query': \"SELECT name FROM sqlite_master WHERE type='table';\"}, result_data= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, result_str='| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |', validation_criteria=['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='List the available tables. Only use valid DuckDB syntax.', result=True, justification='The response provided a complete list of table names, which satisfies the question.'), criteria_results=[CriterionResult(criterion='The response should contain the names of tables present in the database.', result=True, justification='The result includes a comprehensive list of table names.'), CriterionResult(criterion='The syntax used should be valid DuckDB SQL syntax.', result=True, justification=\"The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\"), CriterionResult(criterion='The response should represent the results in a clear markdown format.', result=True, justification='The results are presented in a clear tabular markdown format, making it easy to read.')]))]\n", + "[{'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nHypothesis:\\nIf I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\\nParameters:\\nquery: SELECT name FROM sqlite_master WHERE type='table';\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n'}]\n", + "Prepared group chat with 3 messages, the last speaker is \u001b[33mchat_manager\u001b[0m\n", + "\u001b[33mchat_manager\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: List 10 example rows in the table fencing\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_CzNXA0RKqXdJfGq5R8FhQzGo): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I retrieve 10 example rows from the table fencing, then I will receive a list of fencing items with relevant information in the response.\",\"validation_criteria\":[\"The response contains exactly 10 rows.\",\"The response includes appropriate columns related to fencing items.\",\"The data format is structured in a markdown table.\"],\"query\":\"SELECT * FROM fencing LIMIT 10;\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_CzNXA0RKqXdJfGq5R8FhQzGo\n", + "Input arguments: {'hypothesis': 'If I retrieve 10 example rows from the table fencing, then I will receive a list of fencing items with relevant information in the response.', 'validation_criteria': ['The response contains exactly 10 rows.', 'The response includes appropriate columns related to fencing items.', 'The data format is structured in a markdown table.'], 'query': 'SELECT * FROM fencing LIMIT 10;', 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_CzNXA0RKqXdJfGq5R8FhQzGo) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I retrieve 10 example rows from the table fencing, then I will receive a list of fencing items with relevant information in the response.\n", + "Validation Criteria:\n", + "The response contains exactly 10 rows.\n", + "The response includes appropriate columns related to fencing items.\n", + "The data format is structured in a markdown table.\n", + "Result:\n", + "| | Name | DIY | Stack Size | Buy | Sell | Source | Source Notes | Version | Filename | Internal ID | Unique Entry ID |\n", + "|---:|:---------------------|:------|-------------:|:------|-------:|:---------|:---------------|:----------|:------------------------|--------------:|:------------------|\n", + "| 0 | bamboo lattice fence | True | 50 | NFS | 960 | Crafting | | 1.0.0 | ItemFenceBamboo | 3403 | XaLnmQsQ47HfHQ9g5 |\n", + "| 1 | barbed-wire fence | True | 50 | NFS | 1980 | Crafting | | 1.0.0 | ItemFenceBarbedWire | 5213 | dNgibaR9jFqaDwuDZ |\n", + "| 2 | brick fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceWallRenga | 3080 | WAzanA7e5MREzJdMh |\n", + "| 3 | Bunny Day fence | True | 50 | NFS | 2400 | Crafting | | 1.1.0a | ItemFenceEgg | 12630 | CLQGhAfSNykpxrh3a |\n", + "| 4 | corral fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceHorizontalWood | 4349 | rqwqYy7Aphvh5zBSA |\n", + "| 5 | country fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceLog | 4350 | twwkbWJ8YsoJEy3j8 |\n", + "| 6 | hedge | True | 50 | NFS | 55 | Crafting | | 1.2.0 | ItemFenceIkegaki | 12758 | TphLYSh2MdogHdheg |\n", + "| 7 | imperial fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceChinese | 4354 | fHqt7TXfbhfKnPbwG |\n", + "| 8 | iron fence | True | 50 | NFS | 4500 | Crafting | | 1.0.0 | ItemFenceSteel | 4357 | RL5hL24NbwzE7zv3R |\n", + "| 9 | iron-and-stone fence | True | 50 | NFS | 3150 | Crafting | | 1.0.0 | ItemFenceIronAndStone | 5206 | kjSa4R6JQz2DtWQ2C |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT * FROM fencing LIMIT 10;\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: List 10 example rows in the table fencing\n", + "Result: Passed\n", + "Justification: The response contains 10 rows with relevant columns representing fencing items in a valid markdown table format.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The response contains exactly 10 rows.\n", + "Result: Passed\n", + "Justification: The result includes exactly 10 rows of data.\n", + "\n", + "- Criterion: The response includes appropriate columns related to fencing items.\n", + "Result: Passed\n", + "Justification: The columns included are relevant to the fencing items, including Name, DIY, Stack Size, Buy, Sell, and more.\n", + "\n", + "- Criterion: The data format is structured in a markdown table.\n", + "Result: Passed\n", + "Justification: The data is presented in a structured markdown table format.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[]\n", + "[]\n", + "\u001b[33m_User\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: Summarize the following table: fencing\n", + "| | Name | DIY | Stack Size | Buy | Sell | Source | Source Notes | Version | Filename | Internal ID | Unique Entry ID |\n", + "|---:|:---------------------|:------|-------------:|:------|-------:|:---------|:---------------|:----------|:------------------------|--------------:|:------------------|\n", + "| 0 | bamboo lattice fence | True | 50 | NFS | 960 | Crafting | | 1.0.0 | ItemFenceBamboo | 3403 | XaLnmQsQ47HfHQ9g5 |\n", + "| 1 | barbed-wire fence | True | 50 | NFS | 1980 | Crafting | | 1.0.0 | ItemFenceBarbedWire | 5213 | dNgibaR9jFqaDwuDZ |\n", + "| 2 | brick fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceWallRenga | 3080 | WAzanA7e5MREzJdMh |\n", + "| 3 | Bunny Day fence | True | 50 | NFS | 2400 | Crafting | | 1.1.0a | ItemFenceEgg | 12630 | CLQGhAfSNykpxrh3a |\n", + "| 4 | corral fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceHorizontalWood | 4349 | rqwqYy7Aphvh5zBSA |\n", + "| 5 | country fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceLog | 4350 | twwkbWJ8YsoJEy3j8 |\n", + "| 6 | hedge | True | 50 | NFS | 55 | Crafting | | 1.2.0 | ItemFenceIkegaki | 12758 | TphLYSh2MdogHdheg |\n", + "| 7 | imperial fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceChinese | 4354 | fHqt7TXfbhfKnPbwG |\n", + "| 8 | iron fence | True | 50 | NFS | 4500 | Crafting | | 1.0.0 | ItemFenceSteel | 4357 | RL5hL24NbwzE7zv3R |\n", + "| 9 | iron-and-stone fence | True | 50 | NFS | 3150 | Crafting | | 1.0.0 | ItemFenceIronAndStone | 5206 | kjSa4R6JQz2DtWQ2C |\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_nPO43T4PUMvxNGJ7j2982lzF): summarize_table *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I summarize the fencing table, then I will capture its main purpose and describe the content effectively.\",\"validation_criteria\":[\"The summary should clearly state the purpose of the table.\",\"The columns within the table must be listed correctly.\",\"The summary of each column must accurately represent its content.\"],\"table_summary\":{\"table_name\":\"fencing\",\"table_summary\":\"The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.\",\"columns\":[{\"column_name\":\"Name\",\"column_type\":\"string\",\"values_summary\":\"Names of different fence types.\"},{\"column_name\":\"DIY\",\"column_type\":\"boolean\",\"values_summary\":\"Indicates if the fence can be crafted by the player.\"},{\"column_name\":\"Stack Size\",\"column_type\":\"integer\",\"values_summary\":\"The maximum number of items that can be stacked in inventory.\"},{\"column_name\":\"Buy\",\"column_type\":\"string\",\"values_summary\":\"The cost in-game currency to purchase the fence.\"},{\"column_name\":\"Sell\",\"column_type\":\"integer\",\"values_summary\":\"The selling price of the fence.\"},{\"column_name\":\"Source\",\"column_type\":\"string\",\"values_summary\":\"The method through which the fence is acquired.\"},{\"column_name\":\"Source Notes\",\"column_type\":\"string\",\"values_summary\":\"Additional details regarding the source, if applicable.\"},{\"column_name\":\"Version\",\"column_type\":\"string\",\"values_summary\":\"The version in which the fence was introduced.\"},{\"column_name\":\"Filename\",\"column_type\":\"string\",\"values_summary\":\"File identifier associated with each fence.\"},{\"column_name\":\"Internal ID\",\"column_type\":\"integer\",\"values_summary\":\"Unique identifier used internally.\"},{\"column_name\":\"Unique Entry ID\",\"column_type\":\"string\",\"values_summary\":\"Specific ID for each unique fence entry.\"}]}}\n", + "\u001b[32m********************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION summarize_table...\n", + "Call ID: call_nPO43T4PUMvxNGJ7j2982lzF\n", + "Input arguments: {'hypothesis': 'If I summarize the fencing table, then I will capture its main purpose and describe the content effectively.', 'validation_criteria': ['The summary should clearly state the purpose of the table.', 'The columns within the table must be listed correctly.', 'The summary of each column must accurately represent its content.'], 'table_summary': {'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}, 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_nPO43T4PUMvxNGJ7j2982lzF) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I summarize the fencing table, then I will capture its main purpose and describe the content effectively.\n", + "Validation Criteria:\n", + "The summary should clearly state the purpose of the table.\n", + "The columns within the table must be listed correctly.\n", + "The summary of each column must accurately represent its content.\n", + "Result:\n", + "{'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}\n", + "\n", + "Parameters:\n", + "\n", + "table_summary: {'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: Summarize the following table: fencing\n", + "Result: Passed\n", + "Justification: The summary provides a clear explanation of the table's purpose and describes its content effectively. Additionally, it accurately lists and summarizes each column's attributes.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The summary should clearly state the purpose of the table.\n", + "Result: Passed\n", + "Justification: The summary explains that the table contains information about various types of fences available for crafting, serving as a guide for players.\n", + "\n", + "- Criterion: The columns within the table must be listed correctly.\n", + "Result: Passed\n", + "Justification: All table columns are listed accurately with appropriate names and types.\n", + "\n", + "- Criterion: The summary of each column must accurately represent its content.\n", + "Result: Passed\n", + "Justification: Each column's summary accurately reflects the content as per the original table.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[AutoGenResult(result= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, question='List the available tables. Only use valid DuckDB syntax.', function_response=FunctionResponse(function=, hypothesis='If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', args=[], kwargs={'query': \"SELECT name FROM sqlite_master WHERE type='table';\"}, result_data= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, result_str='| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |', validation_criteria=['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='List the available tables. Only use valid DuckDB syntax.', result=True, justification='The response provided a complete list of table names, which satisfies the question.'), criteria_results=[CriterionResult(criterion='The response should contain the names of tables present in the database.', result=True, justification='The result includes a comprehensive list of table names.'), CriterionResult(criterion='The syntax used should be valid DuckDB SQL syntax.', result=True, justification=\"The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\"), CriterionResult(criterion='The response should represent the results in a clear markdown format.', result=True, justification='The results are presented in a clear tabular markdown format, making it easy to read.')]))]\n", + "[{'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nHypothesis:\\nIf I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\\nParameters:\\nquery: SELECT name FROM sqlite_master WHERE type='table';\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n'}]\n", + "Prepared group chat with 3 messages, the last speaker is \u001b[33mchat_manager\u001b[0m\n", + "\u001b[33mchat_manager\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: List 10 example rows in the table fish\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_VnpSQ3RelW6HizgP3ocURbsI): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I execute a query to list 10 example rows in the table fish, then I will receive a list of 10 rows in the response.\",\"validation_criteria\":[\"The result should contain exactly 10 rows\",\"Each row should correspond to a valid fish entry\",\"The data should have the correct structure and types as per the 'fish' table schema\"],\"query\":\"SELECT * FROM fish LIMIT 10;\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_VnpSQ3RelW6HizgP3ocURbsI\n", + "Input arguments: {'hypothesis': 'If I execute a query to list 10 example rows in the table fish, then I will receive a list of 10 rows in the response.', 'validation_criteria': ['The result should contain exactly 10 rows', 'Each row should correspond to a valid fish entry', \"The data should have the correct structure and types as per the 'fish' table schema\"], 'query': 'SELECT * FROM fish LIMIT 10;', 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_VnpSQ3RelW6HizgP3ocURbsI) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I execute a query to list 10 example rows in the table fish, then I will receive a list of 10 rows in the response.\n", + "Validation Criteria:\n", + "The result should contain exactly 10 rows\n", + "Each row should correspond to a valid fish entry\n", + "The data should have the correct structure and types as per the 'fish' table schema\n", + "Result:\n", + "| | # | Name | Sell | Where/How | Shadow | Total Catches to Unlock | Spawn Rates | Rain/Snow Catch Up | NH Jan | NH Feb | NH Mar | NH Apr | NH May | NH Jun | NH Jul | NH Aug | NH Sep | NH Oct | NH Nov | NH Dec | SH Jan | SH Feb | SH Mar | SH Apr | SH May | SH Jun | SH Jul | SH Aug | SH Sep | SH Oct | SH Nov | SH Dec | Color 1 | Color 2 | Size | Lighting Type | Icon Filename | Critterpedia Filename | Furniture Filename | Internal ID | Unique Entry ID |\n", + "|---:|----:|:----------------|-------:|:------------|:---------|--------------------------:|:--------------|:---------------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:-----------|:----------|:-------|:----------------|:----------------|:------------------------|:---------------------|--------------:|:------------------|\n", + "| 0 | 56 | anchovy | 200 | Sea | Small | 0 | 2–5 | False | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | Blue | Red | 1x1 | No lighting | Fish81 | FishAntyobi | FtrFishAntyobi | 4201 | LzuWkSQP55uEpRCP5 |\n", + "| 1 | 36 | angelfish | 3000 | River | Small | 20 | 2–5 | False | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | Yellow | Black | 1x1 | Fluorescent | Fish30 | FishAngelfish | FtrFishAngelfish | 2247 | XTCFCk2SiuY5YXLZ7 |\n", + "| 2 | 44 | arapaima | 10000 | River | XX-Large | 50 | 1 | True | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | Black | Blue | 3x2 | No lighting | Fish36 | FishPiraruku | FtrFishPiraruku | 2253 | mZy4BES54bqwi97br |\n", + "| 3 | 41 | arowana | 10000 | River | Large | 50 | 1–2 | False | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | Yellow | Black | 2x1 | Fluorescent | Fish33 | FishArowana | FtrFishArowana | 2250 | F68AvCaqddBJL7ZSN |\n", + "| 4 | 58 | barred knifejaw | 5000 | Sea | Medium | 20 | 3–5 | False | NA | NA | All day | All day | All day | All day | All day | All day | All day | All day | All day | NA | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | All day | White | Black | 1x1 | Fluorescent | Fish47 | FishIshidai | FtrFishIshidai | 2265 | X3R9SFSAaDzBF4fE3 |\n", + "| 5 | 79 | barreleye | 15000 | Sea | Small | 100 | 1 | False | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | Black | Black | 1x1 | Fluorescent | Fish84 | FishDemenigisu | FtrFishDemenigisu | 4204 | BpqTa4zmTjv3Nm4wE |\n", + "| 6 | 37 | betta | 2500 | River | Small | 20 | 1–4 | False | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | Light blue | Black | 1x1 | Fluorescent | Fish77 | FishBeta | FtrFishBeta | 4191 | 7QcQXzwZoNGiNA94k |\n", + "| 7 | 1 | bitterling | 900 | River | X-Small | 0 | 12–17 | False | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | All day | All day | All day | All day | All day | NA | NA | NA | Light blue | Blue | 1x1 | No lighting | Fish0 | FishTanago | FtrFishTanago | 2215 | Drj6eLRBgg4T9KhNx |\n", + "| 8 | 22 | black bass | 400 | River | Large | 0 | 4–12 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Green | Black | 1x1 | Fluorescent | Fish19 | FishBlackbass | FtrFishBlackbass | 2234 | wAZvfTca7GyaTtLcQ |\n", + "| 9 | 54 | blowfish | 5000 | Sea | Medium | 20 | 5 | False | 9 PM – 4 AM | 9 PM – 4 AM | NA | NA | NA | NA | NA | NA | NA | NA | 9 PM – 4 AM | 9 PM – 4 AM | NA | NA | NA | NA | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | NA | NA | NA | NA | Beige | Black | 1x1 | Fluorescent | Fish73 | FishFugu | FtrFishFugu | 2262 | aDsmTcByApycafxTa |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT * FROM fish LIMIT 10;\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: List 10 example rows in the table fish\n", + "Result: Passed\n", + "Justification: The response includes exactly 10 rows from the 'fish' table with relevant data, confirming that the query executed successfully.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The result should contain exactly 10 rows\n", + "Result: Passed\n", + "Justification: There are exactly 10 rows returned in the result.\n", + "\n", + "- Criterion: Each row should correspond to a valid fish entry\n", + "Result: Passed\n", + "Justification: All rows represent valid entries from the 'fish' table with proper attributes.\n", + "\n", + "- Criterion: The data should have the correct structure and types as per the 'fish' table schema\n", + "Result: Passed\n", + "Justification: The returned data structure and types align with the expected schema for the 'fish' table.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[]\n", + "[]\n", + "\u001b[33m_User\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: Summarize the following table: fish\n", + "| | # | Name | Sell | Where/How | Shadow | Total Catches to Unlock | Spawn Rates | Rain/Snow Catch Up | NH Jan | NH Feb | NH Mar | NH Apr | NH May | NH Jun | NH Jul | NH Aug | NH Sep | NH Oct | NH Nov | NH Dec | SH Jan | SH Feb | SH Mar | SH Apr | SH May | SH Jun | SH Jul | SH Aug | SH Sep | SH Oct | SH Nov | SH Dec | Color 1 | Color 2 | Size | Lighting Type | Icon Filename | Critterpedia Filename | Furniture Filename | Internal ID | Unique Entry ID |\n", + "|---:|----:|:----------------|-------:|:------------|:---------|--------------------------:|:--------------|:---------------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:-----------|:----------|:-------|:----------------|:----------------|:------------------------|:---------------------|--------------:|:------------------|\n", + "| 0 | 56 | anchovy | 200 | Sea | Small | 0 | 2–5 | False | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | Blue | Red | 1x1 | No lighting | Fish81 | FishAntyobi | FtrFishAntyobi | 4201 | LzuWkSQP55uEpRCP5 |\n", + "| 1 | 36 | angelfish | 3000 | River | Small | 20 | 2–5 | False | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | Yellow | Black | 1x1 | Fluorescent | Fish30 | FishAngelfish | FtrFishAngelfish | 2247 | XTCFCk2SiuY5YXLZ7 |\n", + "| 2 | 44 | arapaima | 10000 | River | XX-Large | 50 | 1 | True | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | Black | Blue | 3x2 | No lighting | Fish36 | FishPiraruku | FtrFishPiraruku | 2253 | mZy4BES54bqwi97br |\n", + "| 3 | 41 | arowana | 10000 | River | Large | 50 | 1–2 | False | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | Yellow | Black | 2x1 | Fluorescent | Fish33 | FishArowana | FtrFishArowana | 2250 | F68AvCaqddBJL7ZSN |\n", + "| 4 | 58 | barred knifejaw | 5000 | Sea | Medium | 20 | 3–5 | False | NA | NA | All day | All day | All day | All day | All day | All day | All day | All day | All day | NA | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | All day | White | Black | 1x1 | Fluorescent | Fish47 | FishIshidai | FtrFishIshidai | 2265 | X3R9SFSAaDzBF4fE3 |\n", + "| 5 | 79 | barreleye | 15000 | Sea | Small | 100 | 1 | False | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | Black | Black | 1x1 | Fluorescent | Fish84 | FishDemenigisu | FtrFishDemenigisu | 4204 | BpqTa4zmTjv3Nm4wE |\n", + "| 6 | 37 | betta | 2500 | River | Small | 20 | 1–4 | False | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | Light blue | Black | 1x1 | Fluorescent | Fish77 | FishBeta | FtrFishBeta | 4191 | 7QcQXzwZoNGiNA94k |\n", + "| 7 | 1 | bitterling | 900 | River | X-Small | 0 | 12–17 | False | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | All day | All day | All day | All day | All day | NA | NA | NA | Light blue | Blue | 1x1 | No lighting | Fish0 | FishTanago | FtrFishTanago | 2215 | Drj6eLRBgg4T9KhNx |\n", + "| 8 | 22 | black bass | 400 | River | Large | 0 | 4–12 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Green | Black | 1x1 | Fluorescent | Fish19 | FishBlackbass | FtrFishBlackbass | 2234 | wAZvfTca7GyaTtLcQ |\n", + "| 9 | 54 | blowfish | 5000 | Sea | Medium | 20 | 5 | False | 9 PM – 4 AM | 9 PM – 4 AM | NA | NA | NA | NA | NA | NA | NA | NA | 9 PM – 4 AM | 9 PM – 4 AM | NA | NA | NA | NA | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | NA | NA | NA | NA | Beige | Black | 1x1 | Fluorescent | Fish73 | FishFugu | FtrFishFugu | 2262 | aDsmTcByApycafxTa |\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_pGGFwPOqFuvI6jES5J2A7CDr): summarize_table *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"Summarizing the fish table will provide a clear overview of the fish types, their characteristics, and catching details.\",\"validation_criteria\":[\"The summary should capture the purpose of the table.\",\"It should include key characteristics such as the name of the fish, selling price, and habitat.\",\"It should also mention relevant information such as spawning times and colors.\"],\"table_summary\":{\"table_name\":\"fish\",\"table_summary\":\"The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.\",\"columns\":[{\"column_name\":\"#\",\"column_type\":\"number\",\"values_summary\":\"Entry number of the fish.\"},{\"column_name\":\"Name\",\"column_type\":\"string\",\"values_summary\":\"The common name of the fish.\"},{\"column_name\":\"Sell\",\"column_type\":\"number\",\"values_summary\":\"The selling price of the fish in the game.\"},{\"column_name\":\"Where/How\",\"column_type\":\"string\",\"values_summary\":\"The habitat where the fish can be found.\"},{\"column_name\":\"Shadow\",\"column_type\":\"string\",\"values_summary\":\"The size of the shadow the fish casts in the water.\"},{\"column_name\":\"Total Catches to Unlock\",\"column_type\":\"number\",\"values_summary\":\"Number of catches required to unlock specific rewards.\"},{\"column_name\":\"Spawn Rates\",\"column_type\":\"string\",\"values_summary\":\"Information about the fish's spawn rates.\"},{\"column_name\":\"Rain/Snow Catch Up\",\"column_type\":\"boolean\",\"values_summary\":\"Indicates if the fish can be caught during rain or snow.\"},{\"column_name\":\"NH Jan\",\"column_type\":\"string\",\"values_summary\":\"Availability in January in the Northern Hemisphere.\"},{\"column_name\":\"NH Feb\",\"column_type\":\"string\",\"values_summary\":\"Availability in February in the Northern Hemisphere.\"},{\"column_name\":\"NH Mar\",\"column_type\":\"string\",\"values_summary\":\"Availability in March in the Northern Hemisphere.\"},{\"column_name\":\"NH Apr\",\"column_type\":\"string\",\"values_summary\":\"Availability in April in the Northern Hemisphere.\"},{\"column_name\":\"NH May\",\"column_type\":\"string\",\"values_summary\":\"Availability in May in the Northern Hemisphere.\"},{\"column_name\":\"NH Jun\",\"column_type\":\"string\",\"values_summary\":\"Availability in June in the Northern Hemisphere.\"},{\"column_name\":\"NH Jul\",\"column_type\":\"string\",\"values_summary\":\"Availability in July in the Northern Hemisphere.\"},{\"column_name\":\"NH Aug\",\"column_type\":\"string\",\"values_summary\":\"Availability in August in the Northern Hemisphere.\"},{\"column_name\":\"NH Sep\",\"column_type\":\"string\",\"values_summary\":\"Availability in September in the Northern Hemisphere.\"},{\"column_name\":\"NH Oct\",\"column_type\":\"string\",\"values_summary\":\"Availability in October in the Northern Hemisphere.\"},{\"column_name\":\"NH Nov\",\"column_type\":\"string\",\"values_summary\":\"Availability in November in the Northern Hemisphere.\"},{\"column_name\":\"NH Dec\",\"column_type\":\"string\",\"values_summary\":\"Availability in December in the Northern Hemisphere.\"},{\"column_name\":\"SH Jan\",\"column_type\":\"string\",\"values_summary\":\"Availability in January in the Southern Hemisphere.\"},{\"column_name\":\"SH Feb\",\"column_type\":\"string\",\"values_summary\":\"Availability in February in the Southern Hemisphere.\"},{\"column_name\":\"SH Mar\",\"column_type\":\"string\",\"values_summary\":\"Availability in March in the Southern Hemisphere.\"},{\"column_name\":\"SH Apr\",\"column_type\":\"string\",\"values_summary\":\"Availability in April in the Southern Hemisphere.\"},{\"column_name\":\"SH May\",\"column_type\":\"string\",\"values_summary\":\"Availability in May in the Southern Hemisphere.\"},{\"column_name\":\"SH Jun\",\"column_type\":\"string\",\"values_summary\":\"Availability in June in the Southern Hemisphere.\"},{\"column_name\":\"SH Jul\",\"column_type\":\"string\",\"values_summary\":\"Availability in July in the Southern Hemisphere.\"},{\"column_name\":\"SH Aug\",\"column_type\":\"string\",\"values_summary\":\"Availability in August in the Southern Hemisphere.\"},{\"column_name\":\"SH Sep\",\"column_type\":\"string\",\"values_summary\":\"Availability in September in the Southern Hemisphere.\"},{\"column_name\":\"SH Oct\",\"column_type\":\"string\",\"values_summary\":\"Availability in October in the Southern Hemisphere.\"},{\"column_name\":\"SH Nov\",\"column_type\":\"string\",\"values_summary\":\"Availability in November in the Southern Hemisphere.\"},{\"column_name\":\"SH Dec\",\"column_type\":\"string\",\"values_summary\":\"Availability in December in the Southern Hemisphere.\"},{\"column_name\":\"Color 1\",\"column_type\":\"string\",\"values_summary\":\"The main color of the fish.\"},{\"column_name\":\"Color 2\",\"column_type\":\"string\",\"values_summary\":\"The secondary color of the fish.\"},{\"column_name\":\"Size\",\"column_type\":\"string\",\"values_summary\":\"The size classification of the fish.\"},{\"column_name\":\"Lighting Type\",\"column_type\":\"string\",\"values_summary\":\"The type of lighting if applicable.\"},{\"column_name\":\"Icon Filename\",\"column_type\":\"string\",\"values_summary\":\"The icon file name for the fish.\"},{\"column_name\":\"Critterpedia Filename\",\"column_type\":\"string\",\"values_summary\":\"The critterpedia entry file name for the fish.\"},{\"column_name\":\"Furniture Filename\",\"column_type\":\"string\",\"values_summary\":\"The furniture file name related to the fish.\"},{\"column_name\":\"Internal ID\",\"column_type\":\"number\",\"values_summary\":\"The internal ID of the fish.\"},{\"column_name\":\"Unique Entry ID\",\"column_type\":\"string\",\"values_summary\":\"The unique entry identifier.\"}]}}\n", + "\u001b[32m********************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION summarize_table...\n", + "Call ID: call_pGGFwPOqFuvI6jES5J2A7CDr\n", + "Input arguments: {'hypothesis': 'Summarizing the fish table will provide a clear overview of the fish types, their characteristics, and catching details.', 'validation_criteria': ['The summary should capture the purpose of the table.', 'It should include key characteristics such as the name of the fish, selling price, and habitat.', 'It should also mention relevant information such as spawning times and colors.'], 'table_summary': {'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}, 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_pGGFwPOqFuvI6jES5J2A7CDr) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: Summarizing the fish table will provide a clear overview of the fish types, their characteristics, and catching details.\n", + "Validation Criteria:\n", + "The summary should capture the purpose of the table.\n", + "It should include key characteristics such as the name of the fish, selling price, and habitat.\n", + "It should also mention relevant information such as spawning times and colors.\n", + "Result:\n", + "{'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}\n", + "\n", + "Parameters:\n", + "\n", + "table_summary: {'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: Summarize the following table: fish\n", + "Result: Passed\n", + "Justification: The summary provides an appropriate overview of the purpose of the table, detailing the types of fish, their characteristics, and relevant details such as selling price, habitat, and seasonal availability.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The summary should capture the purpose of the table.\n", + "Result: Passed\n", + "Justification: The summary clearly outlines that the table contains detailed information on various fish types and their characteristics.\n", + "\n", + "- Criterion: It should include key characteristics such as the name of the fish, selling price, and habitat.\n", + "Result: Passed\n", + "Justification: The summary includes these key characteristics as part of the main content and column descriptions.\n", + "\n", + "- Criterion: It should also mention relevant information such as spawning times and colors.\n", + "Result: Passed\n", + "Justification: The summary mentions the availability of fish in different months, which relates to spawning times, and includes details about their colors.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[AutoGenResult(result= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, question='List the available tables. Only use valid DuckDB syntax.', function_response=FunctionResponse(function=, hypothesis='If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', args=[], kwargs={'query': \"SELECT name FROM sqlite_master WHERE type='table';\"}, result_data= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, result_str='| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |', validation_criteria=['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='List the available tables. Only use valid DuckDB syntax.', result=True, justification='The response provided a complete list of table names, which satisfies the question.'), criteria_results=[CriterionResult(criterion='The response should contain the names of tables present in the database.', result=True, justification='The result includes a comprehensive list of table names.'), CriterionResult(criterion='The syntax used should be valid DuckDB SQL syntax.', result=True, justification=\"The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\"), CriterionResult(criterion='The response should represent the results in a clear markdown format.', result=True, justification='The results are presented in a clear tabular markdown format, making it easy to read.')]))]\n", + "[{'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nHypothesis:\\nIf I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\\nParameters:\\nquery: SELECT name FROM sqlite_master WHERE type='table';\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n'}]\n", + "Prepared group chat with 3 messages, the last speaker is \u001b[33mchat_manager\u001b[0m\n", + "\u001b[33mchat_manager\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: List 10 example rows in the table floors\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_U6En0cb7cvNrzdS0PsAHQExc): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I execute a query to list 10 example rows in the 'floors' table, then I will receive 10 rows from that table in the response.\",\"validation_criteria\":[\"The response contains 10 rows.\",\"The response includes columns from the 'floors' table.\",\"The content is relevant to the 'floors' table.\"],\"query\":\"SELECT * FROM floors LIMIT 10;\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_U6En0cb7cvNrzdS0PsAHQExc\n", + "Input arguments: {'hypothesis': \"If I execute a query to list 10 example rows in the 'floors' table, then I will receive 10 rows from that table in the response.\", 'validation_criteria': ['The response contains 10 rows.', \"The response includes columns from the 'floors' table.\", \"The content is relevant to the 'floors' table.\"], 'query': 'SELECT * FROM floors LIMIT 10;', 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_U6En0cb7cvNrzdS0PsAHQExc) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I execute a query to list 10 example rows in the 'floors' table, then I will receive 10 rows from that table in the response.\n", + "Validation Criteria:\n", + "The response contains 10 rows.\n", + "The response includes columns from the 'floors' table.\n", + "The content is relevant to the 'floors' table.\n", + "Result:\n", + "| | Name | VFX | DIY | Buy | Sell | Color 1 | Color 2 | Miles Price | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | Tag | Catalog | Filename | Internal ID | Unique Entry ID |\n", + "|---:|:---------------------------|:------|:------|:------|-------:|:-----------|:-----------|:--------------|:--------------|:---------------|:----------|:----------------|:----------------|:-------------|:---------------|:-------------|:-------------------------|--------------:|:------------------|\n", + "| 0 | aqua tile flooring | False | False | 900 | 225 | Light blue | Light blue | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTile01 | 5036 | JmNGqRhEow3PH7bgk |\n", + "| 1 | arabesque flooring | False | False | 2120 | 530 | Black | Gray | NA | Nook's Cranny | | 1.0.0 | expensive | living room | None | Cloth Floors | For sale | RoomTexFloorArabesque00 | 4953 | 4dabyuetmZD5dDdCH |\n", + "| 2 | arched-brick flooring | False | False | 1100 | 275 | Brown | Brown | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Arched Brick | For sale | RoomTexFloorArchBrick00 | 4998 | CSPoYJzCnzWjqWrj5 |\n", + "| 3 | argyle tile flooring | False | False | 1750 | 437 | White | Beige | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTileWood00 | 4994 | BH8PqRSou2XjQ8ppQ |\n", + "| 4 | artsy parquet flooring | False | False | 1800 | 450 | Beige | Beige | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Simple Parquet | For sale | RoomTexFloorParquetArt00 | 5232 | fbfCzw546bWEF95Aq |\n", + "| 5 | backyard lawn | False | True | NFS | 600 | Green | Green | NA | Crafting | | 1.0.0 | garden | None | None | Grassland | Not for sale | RoomTexFloorLawn00 | 4979 | kANgKb2s4a6pMSjnd |\n", + "| 6 | bamboo flooring | False | True | NFS | 2400 | Green | Beige | NA | Crafting | | 1.0.0 | zen-style | None | bamboo | Nature - Green | Not for sale | RoomTexFloorBamboo00 | 4964 | gMeLjZdPobbrt58sT |\n", + "| 7 | basement flooring | False | True | NFS | 1500 | Gray | Gray | NA | Crafting | | 1.0.0 | horror | facility | None | Stone Floors | Not for sale | RoomTexFloorBasement00 | 4797 | DgaMSqGEyko87dD3H |\n", + "| 8 | beige desert-tile flooring | False | False | 2100 | 525 | Beige | White | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Morocco | For sale | RoomTexFloorMorocco00 | 4965 | yhH3pNWq8L8j48tHW |\n", + "| 9 | berry-chocolates flooring | False | False | 3000 | 750 | Pink | Pink | NA | Saharah | | 1.0.0 | fancy | None | None | Chocolate | Not for sale | RoomTexFloorChocolate02 | 5053 | E7Mfi6saTnBEgW6o8 |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT * FROM floors LIMIT 10;\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: List 10 example rows in the table floors\n", + "Result: Passed\n", + "Justification: The response provides 10 rows from the 'floors' table with relevant column names and data.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The response contains 10 rows.\n", + "Result: Passed\n", + "Justification: The result shows exactly 10 rows from the 'floors' table.\n", + "\n", + "- Criterion: The response includes columns from the 'floors' table.\n", + "Result: Passed\n", + "Justification: The columns presented (e.g., Name, VFX, DIY, Buy, Sell, etc.) are relevant to the 'floors' table.\n", + "\n", + "- Criterion: The content is relevant to the 'floors' table.\n", + "Result: Passed\n", + "Justification: The data contained in the tables pertains specifically to types of flooring, which is the subject of the 'floors' table.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[]\n", + "[]\n", + "\u001b[33m_User\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: Summarize the following table: floors\n", + "| | Name | VFX | DIY | Buy | Sell | Color 1 | Color 2 | Miles Price | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | Tag | Catalog | Filename | Internal ID | Unique Entry ID |\n", + "|---:|:---------------------------|:------|:------|:------|-------:|:-----------|:-----------|:--------------|:--------------|:---------------|:----------|:----------------|:----------------|:-------------|:---------------|:-------------|:-------------------------|--------------:|:------------------|\n", + "| 0 | aqua tile flooring | False | False | 900 | 225 | Light blue | Light blue | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTile01 | 5036 | JmNGqRhEow3PH7bgk |\n", + "| 1 | arabesque flooring | False | False | 2120 | 530 | Black | Gray | NA | Nook's Cranny | | 1.0.0 | expensive | living room | None | Cloth Floors | For sale | RoomTexFloorArabesque00 | 4953 | 4dabyuetmZD5dDdCH |\n", + "| 2 | arched-brick flooring | False | False | 1100 | 275 | Brown | Brown | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Arched Brick | For sale | RoomTexFloorArchBrick00 | 4998 | CSPoYJzCnzWjqWrj5 |\n", + "| 3 | argyle tile flooring | False | False | 1750 | 437 | White | Beige | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTileWood00 | 4994 | BH8PqRSou2XjQ8ppQ |\n", + "| 4 | artsy parquet flooring | False | False | 1800 | 450 | Beige | Beige | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Simple Parquet | For sale | RoomTexFloorParquetArt00 | 5232 | fbfCzw546bWEF95Aq |\n", + "| 5 | backyard lawn | False | True | NFS | 600 | Green | Green | NA | Crafting | | 1.0.0 | garden | None | None | Grassland | Not for sale | RoomTexFloorLawn00 | 4979 | kANgKb2s4a6pMSjnd |\n", + "| 6 | bamboo flooring | False | True | NFS | 2400 | Green | Beige | NA | Crafting | | 1.0.0 | zen-style | None | bamboo | Nature - Green | Not for sale | RoomTexFloorBamboo00 | 4964 | gMeLjZdPobbrt58sT |\n", + "| 7 | basement flooring | False | True | NFS | 1500 | Gray | Gray | NA | Crafting | | 1.0.0 | horror | facility | None | Stone Floors | Not for sale | RoomTexFloorBasement00 | 4797 | DgaMSqGEyko87dD3H |\n", + "| 8 | beige desert-tile flooring | False | False | 2100 | 525 | Beige | White | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Morocco | For sale | RoomTexFloorMorocco00 | 4965 | yhH3pNWq8L8j48tHW |\n", + "| 9 | berry-chocolates flooring | False | False | 3000 | 750 | Pink | Pink | NA | Saharah | | 1.0.0 | fancy | None | None | Chocolate | Not for sale | RoomTexFloorChocolate02 | 5053 | E7Mfi6saTnBEgW6o8 |\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_8EdCrtsVmdWUFGpHSgnOQvtY): summarize_table *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"The summary will categorize the types and attributes of flooring in the provided table, identifying their selling points and distinguishing features.\",\"validation_criteria\":[\"The summary covers the purpose of the table.\",\"The columns in the summary accurately represent those in the table.\",\"The values for the columns are summarized correctly.\"],\"table_summary\":{\"table_name\":\"floors\",\"table_summary\":\"The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.\",\"columns\":[{\"column_name\":\"Name\",\"column_type\":\"str\",\"values_summary\":\"Names of different floor designs available.\"},{\"column_name\":\"VFX\",\"column_type\":\"bool\",\"values_summary\":\"Indicates if the flooring has special visual effects.\"},{\"column_name\":\"DIY\",\"column_type\":\"bool\",\"values_summary\":\"Indicates if the flooring can be crafted by players.\"},{\"column_name\":\"Buy\",\"column_type\":\"int\",\"values_summary\":\"Purchase price of the flooring in in-game currency.\"},{\"column_name\":\"Sell\",\"column_type\":\"int\",\"values_summary\":\"Selling price of the flooring.\"},{\"column_name\":\"Color 1\",\"column_type\":\"str\",\"values_summary\":\"Primary color of the flooring.\"},{\"column_name\":\"Color 2\",\"column_type\":\"str\",\"values_summary\":\"Secondary color of the flooring.\"},{\"column_name\":\"Miles Price\",\"column_type\":\"str\",\"values_summary\":\"Cost in Nook Miles, if applicable.\"},{\"column_name\":\"Source\",\"column_type\":\"str\",\"values_summary\":\"Where the flooring can be obtained.\"},{\"column_name\":\"Source Notes\",\"column_type\":\"str\",\"values_summary\":\"Additional notes about the source.\"},{\"column_name\":\"Version\",\"column_type\":\"str\",\"values_summary\":\"Version of the flooring item.\"},{\"column_name\":\"HHA Concept 1\",\"column_type\":\"str\",\"values_summary\":\"First concept associated with the flooring.\"},{\"column_name\":\"HHA Concept 2\",\"column_type\":\"str\",\"values_summary\":\"Second concept associated with the flooring.\"},{\"column_name\":\"HHA Series\",\"column_type\":\"str\",\"values_summary\":\"The series grouping of the flooring.\"},{\"column_name\":\"Tag\",\"column_type\":\"str\",\"values_summary\":\"Tag indicating the type of flooring.\"},{\"column_name\":\"Catalog\",\"column_type\":\"str\",\"values_summary\":\"Catalog status of the flooring.\"},{\"column_name\":\"Filename\",\"column_type\":\"str\",\"values_summary\":\"File name for the flooring asset.\"},{\"column_name\":\"Internal ID\",\"column_type\":\"int\",\"values_summary\":\"ID used internally for the flooring item.\"},{\"column_name\":\"Unique Entry ID\",\"column_type\":\"str\",\"values_summary\":\"Unique identifier for the flooring entry.\"}]}}\n", + "\u001b[32m********************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION summarize_table...\n", + "Call ID: call_8EdCrtsVmdWUFGpHSgnOQvtY\n", + "Input arguments: {'hypothesis': 'The summary will categorize the types and attributes of flooring in the provided table, identifying their selling points and distinguishing features.', 'validation_criteria': ['The summary covers the purpose of the table.', 'The columns in the summary accurately represent those in the table.', 'The values for the columns are summarized correctly.'], 'table_summary': {'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}, 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_8EdCrtsVmdWUFGpHSgnOQvtY) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: The summary will categorize the types and attributes of flooring in the provided table, identifying their selling points and distinguishing features.\n", + "Validation Criteria:\n", + "The summary covers the purpose of the table.\n", + "The columns in the summary accurately represent those in the table.\n", + "The values for the columns are summarized correctly.\n", + "Result:\n", + "{'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}\n", + "\n", + "Parameters:\n", + "\n", + "table_summary: {'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: Summarize the following table: floors\n", + "Result: Passed\n", + "Justification: The summary covers the main aspects of the table, including the purpose of the table and details about the flooring options.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The summary covers the purpose of the table.\n", + "Result: Passed\n", + "Justification: The summary accurately describes the purpose, which is to provide information about different flooring options.\n", + "\n", + "- Criterion: The columns in the summary accurately represent those in the table.\n", + "Result: Passed\n", + "Justification: The summary includes all relevant columns and their types from the original table.\n", + "\n", + "- Criterion: The values for the columns are summarized correctly.\n", + "Result: Passed\n", + "Justification: The values provided in the column summaries faithfully represent the respective categories and purpose in the source data.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[AutoGenResult(result= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, question='List the available tables. Only use valid DuckDB syntax.', function_response=FunctionResponse(function=, hypothesis='If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', args=[], kwargs={'query': \"SELECT name FROM sqlite_master WHERE type='table';\"}, result_data= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, result_str='| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |', validation_criteria=['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='List the available tables. Only use valid DuckDB syntax.', result=True, justification='The response provided a complete list of table names, which satisfies the question.'), criteria_results=[CriterionResult(criterion='The response should contain the names of tables present in the database.', result=True, justification='The result includes a comprehensive list of table names.'), CriterionResult(criterion='The syntax used should be valid DuckDB SQL syntax.', result=True, justification=\"The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\"), CriterionResult(criterion='The response should represent the results in a clear markdown format.', result=True, justification='The results are presented in a clear tabular markdown format, making it easy to read.')]))]\n", + "[{'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nHypothesis:\\nIf I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\\nParameters:\\nquery: SELECT name FROM sqlite_master WHERE type='table';\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n'}]\n", + "Prepared group chat with 3 messages, the last speaker is \u001b[33mchat_manager\u001b[0m\n", + "\u001b[33mchat_manager\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: List 10 example rows in the table fossils\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_4A8PSkfZkfN7k1KJFMM5Pp4b): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I execute a query to list 10 example rows in the table fossils, then I will receive a list of those rows in the response.\",\"validation_criteria\":[\"Response is a valid markdown table\",\"The table contains 10 rows\",\"The table headers match the expected columns in the fossils table\"],\"query\":\"SELECT * FROM fossils LIMIT 10;\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_4A8PSkfZkfN7k1KJFMM5Pp4b\n", + "Input arguments: {'hypothesis': 'If I execute a query to list 10 example rows in the table fossils, then I will receive a list of those rows in the response.', 'validation_criteria': ['Response is a valid markdown table', 'The table contains 10 rows', 'The table headers match the expected columns in the fossils table'], 'query': 'SELECT * FROM fossils LIMIT 10;', 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_4A8PSkfZkfN7k1KJFMM5Pp4b) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I execute a query to list 10 example rows in the table fossils, then I will receive a list of those rows in the response.\n", + "Validation Criteria:\n", + "Response is a valid markdown table\n", + "The table contains 10 rows\n", + "The table headers match the expected columns in the fossils table\n", + "Result:\n", + "| | Name | Buy | Sell | Color 1 | Color 2 | Size | Source | Museum | Version | Interact | Catalog | Filename | Internal ID | Unique Entry ID |\n", + "|---:|:---------------|:------|-------:|:----------|:----------|:-------|:------------------|:---------|:----------|:-----------|:-------------|:-----------------------|--------------:|:------------------|\n", + "| 0 | acanthostega | NFS | 2000 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilFirstFourLegs | 4664 | LQkRP3kBn3T2jBboF |\n", + "| 1 | amber | NFS | 1200 | Yellow | Yellow | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmber | 294 | ANAhATcHWvAGEhRnt |\n", + "| 2 | ammonite | NFS | 1100 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmmonoidea | 295 | ojNKnr4YRrmPi2gPo |\n", + "| 3 | ankylo skull | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusA | 169 | QQjxKmQ8Aac9cSoM2 |\n", + "| 4 | ankylo tail | NFS | 2500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusC | 171 | wLWBm2R727RC3qSL2 |\n", + "| 5 | ankylo torso | NFS | 3000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusB | 170 | 5QNzf5buPckabN6cR |\n", + "| 6 | anomalocaris | NFS | 2000 | Black | Gray | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAnomalocaris | 4651 | TYX964LM2tNZ3SYKC |\n", + "| 7 | archaeopteryx | NFS | 1300 | Beige | Brown | 1x1 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchaeopteryx | 298 | ky9pkmc2fmK9thuFH |\n", + "| 8 | archelon skull | NFS | 4000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonA | 177 | cYZhXfyNiqZy2hgeM |\n", + "| 9 | archelon tail | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonB | 178 | CtosFxKjG5nzLGi4t |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT * FROM fossils LIMIT 10;\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: List 10 example rows in the table fossils\n", + "Result: Passed\n", + "Justification: The result is a valid markdown table that contains exactly 10 rows of data from the fossils table, with the expected headers.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: Response is a valid markdown table\n", + "Result: Passed\n", + "Justification: The result is formatted as a valid markdown table.\n", + "\n", + "- Criterion: The table contains 10 rows\n", + "Result: Passed\n", + "Justification: The response includes exactly 10 rows, consistent with the request.\n", + "\n", + "- Criterion: The table headers match the expected columns in the fossils table\n", + "Result: Passed\n", + "Justification: The headers in the response match the expected columns defined in the fossils table.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "[]\n", + "[]\n", + "\u001b[33m_User\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: Summarize the following table: fossils\n", + "| | Name | Buy | Sell | Color 1 | Color 2 | Size | Source | Museum | Version | Interact | Catalog | Filename | Internal ID | Unique Entry ID |\n", + "|---:|:---------------|:------|-------:|:----------|:----------|:-------|:------------------|:---------|:----------|:-----------|:-------------|:-----------------------|--------------:|:------------------|\n", + "| 0 | acanthostega | NFS | 2000 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilFirstFourLegs | 4664 | LQkRP3kBn3T2jBboF |\n", + "| 1 | amber | NFS | 1200 | Yellow | Yellow | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmber | 294 | ANAhATcHWvAGEhRnt |\n", + "| 2 | ammonite | NFS | 1100 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmmonoidea | 295 | ojNKnr4YRrmPi2gPo |\n", + "| 3 | ankylo skull | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusA | 169 | QQjxKmQ8Aac9cSoM2 |\n", + "| 4 | ankylo tail | NFS | 2500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusC | 171 | wLWBm2R727RC3qSL2 |\n", + "| 5 | ankylo torso | NFS | 3000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusB | 170 | 5QNzf5buPckabN6cR |\n", + "| 6 | anomalocaris | NFS | 2000 | Black | Gray | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAnomalocaris | 4651 | TYX964LM2tNZ3SYKC |\n", + "| 7 | archaeopteryx | NFS | 1300 | Beige | Brown | 1x1 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchaeopteryx | 298 | ky9pkmc2fmK9thuFH |\n", + "| 8 | archelon skull | NFS | 4000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonA | 177 | cYZhXfyNiqZy2hgeM |\n", + "| 9 | archelon tail | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonB | 178 | CtosFxKjG5nzLGi4t |\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_713Kcm73wcgVnlziqBVTaFDA): summarize_table *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I summarize the fossils table, then I will get an overview of its content and structure.\",\"validation_criteria\":[\"Summary should be concise and not exceed three sentences\",\"Columns should be listed correctly\",\"Data types of columns should reflect their respective values\"],\"table_summary\":{\"table_name\":\"fossils\",\"table_summary\":\"This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).\",\"columns\":[{\"column_name\":\"Name\",\"column_type\":\"str\",\"values_summary\":\"List of fossil names.\"},{\"column_name\":\"Buy\",\"column_type\":\"str\",\"values_summary\":\"Indicates the buying conditions, all are 'NFS'.\"},{\"column_name\":\"Sell\",\"column_type\":\"int\",\"values_summary\":\"Selling prices for each fossil.\"},{\"column_name\":\"Color 1\",\"column_type\":\"str\",\"values_summary\":\"Primary colors of the fossils.\"},{\"column_name\":\"Color 2\",\"column_type\":\"str\",\"values_summary\":\"Secondary colors of the fossils.\"},{\"column_name\":\"Size\",\"column_type\":\"str\",\"values_summary\":\"Dimensions of the fossils represented as 'x' size format.\"},{\"column_name\":\"Source\",\"column_type\":\"str\",\"values_summary\":\"Indicates the source of the fossils.\"},{\"column_name\":\"Museum\",\"column_type\":\"str\",\"values_summary\":\"Museum location associated with the fossils.\"},{\"column_name\":\"Version\",\"column_type\":\"str\",\"values_summary\":\"Versioning information for the table.\"},{\"column_name\":\"Interact\",\"column_type\":\"bool\",\"values_summary\":\"Interaction status of the fossils, all are false.\"},{\"column_name\":\"Catalog\",\"column_type\":\"str\",\"values_summary\":\"Availability status of fossils, all indicated as 'Not for sale'.\"},{\"column_name\":\"Filename\",\"column_type\":\"str\",\"values_summary\":\"File references associated with each fossil.\"},{\"column_name\":\"Internal ID\",\"column_type\":\"int\",\"values_summary\":\"Unique internal identifiers for the fossils.\"},{\"column_name\":\"Unique Entry ID\",\"column_type\":\"str\",\"values_summary\":\"Unique entry identifiers for tracking.\"}]}}\n", + "\u001b[32m********************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION summarize_table...\n", + "Call ID: call_713Kcm73wcgVnlziqBVTaFDA\n", + "Input arguments: {'hypothesis': 'If I summarize the fossils table, then I will get an overview of its content and structure.', 'validation_criteria': ['Summary should be concise and not exceed three sentences', 'Columns should be listed correctly', 'Data types of columns should reflect their respective values'], 'table_summary': {'table_name': 'fossils', 'table_summary': 'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of fossil names.'}, {'column_name': 'Buy', 'column_type': 'str', 'values_summary': \"Indicates the buying conditions, all are 'NFS'.\"}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling prices for each fossil.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary colors of the fossils.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary colors of the fossils.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': \"Dimensions of the fossils represented as 'x' size format.\"}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Indicates the source of the fossils.'}, {'column_name': 'Museum', 'column_type': 'str', 'values_summary': 'Museum location associated with the fossils.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Versioning information for the table.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Interaction status of the fossils, all are false.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': \"Availability status of fossils, all indicated as 'Not for sale'.\"}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File references associated with each fossil.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifiers for the fossils.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique entry identifiers for tracking.'}]}, 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_713Kcm73wcgVnlziqBVTaFDA) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I summarize the fossils table, then I will get an overview of its content and structure.\n", + "Validation Criteria:\n", + "Summary should be concise and not exceed three sentences\n", + "Columns should be listed correctly\n", + "Data types of columns should reflect their respective values\n", + "Result:\n", + "{'table_name': 'fossils', 'table_summary': 'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of fossil names.'}, {'column_name': 'Buy', 'column_type': 'str', 'values_summary': \"Indicates the buying conditions, all are 'NFS'.\"}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling prices for each fossil.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary colors of the fossils.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary colors of the fossils.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': \"Dimensions of the fossils represented as 'x' size format.\"}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Indicates the source of the fossils.'}, {'column_name': 'Museum', 'column_type': 'str', 'values_summary': 'Museum location associated with the fossils.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Versioning information for the table.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Interaction status of the fossils, all are false.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': \"Availability status of fossils, all indicated as 'Not for sale'.\"}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File references associated with each fossil.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifiers for the fossils.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique entry identifiers for tracking.'}]}\n", + "\n", + "Parameters:\n", + "\n", + "table_summary: {'table_name': 'fossils', 'table_summary': 'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of fossil names.'}, {'column_name': 'Buy', 'column_type': 'str', 'values_summary': \"Indicates the buying conditions, all are 'NFS'.\"}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling prices for each fossil.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary colors of the fossils.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary colors of the fossils.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': \"Dimensions of the fossils represented as 'x' size format.\"}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Indicates the source of the fossils.'}, {'column_name': 'Museum', 'column_type': 'str', 'values_summary': 'Museum location associated with the fossils.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Versioning information for the table.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Interaction status of the fossils, all are false.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': \"Availability status of fossils, all indicated as 'Not for sale'.\"}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File references associated with each fossil.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifiers for the fossils.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique entry identifiers for tracking.'}]}\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-TableSummarizer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-TableSummarizer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: Summarize the following table: fossils\n", + "Result: Passed\n", + "Justification: The summary is concise and provides a clear overview of the fossils table, including a description of its content and the specific columns with their data types and a brief explanation.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: Summary should be concise and not exceed three sentences\n", + "Result: Passed\n", + "Justification: The summary is concise and consists of three sentences that effectively capture the content of the table.\n", + "\n", + "- Criterion: Columns should be listed correctly\n", + "Result: Passed\n", + "Justification: All columns from the provided table are accurately represented in the summary with their respective names.\n", + "\n", + "- Criterion: Data types of columns should reflect their respective values\n", + "Result: Passed\n", + "Justification: The summarized columns indicate the correct data types based on the original table values.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n" + ] + }, + { + "ename": "TypeError", + "evalue": "object of type 'method' has no len()", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[10], line 25\u001b[0m\n\u001b[1;32m 22\u001b[0m \u001b[38;5;66;03m# Now that the table_summarizer is populated with summaries of all the tables, the queryer can use it!\u001b[39;00m\n\u001b[1;32m 23\u001b[0m queryer\u001b[38;5;241m.\u001b[39madd_knowledge_source(table_summarizer)\n\u001b[0;32m---> 25\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mQueryer has \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mlen\u001b[39m(queryer\u001b[38;5;241m.\u001b[39mget_function_memories_as_messages)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m memories\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "\u001b[0;31mTypeError\u001b[0m: object of type 'method' has no len()" + ] + } + ], + "source": [ + "res_funcs = []\n", + "tables_df = list_tables_result.result\n", + "for row in tables_df.itertuples(index=True):\n", + " # TODO remove, just a hack to make it go faster for now.\n", + " if len(res_funcs) > 10:\n", + " break\n", + " table_name = row.name\n", + "\n", + " # TODO some way to cache the function here so it doesn't have to figure it out every time with LLM calls.\n", + " example_row_res = queryer.auto_gen_func(f\"List 10 example rows in the table {table_name}\")\n", + "\n", + " summary_res = table_summarizer.auto_gen_func(f\"\"\"Summarize the following table: {table_name}\n", + "{example_row_res.result.to_markdown()}\"\"\")\n", + "\n", + " # Save the memories so they can be remembered after the loop\n", + " res_funcs.append(summary_res)\n", + "\n", + "# Go through and remember all the summaries\n", + "for res_func in res_funcs:\n", + " table_summarizer.remember(res_func)\n", + "\n", + "# Now that the table_summarizer is populated with summaries of all the tables, the queryer can use it!\n", + "queryer.add_knowledge_source(table_summarizer)\n", + "\n", + "print(f\"Queryer has {len(queryer.get_function_memories_as_messages())} memories\")" + ] + }, + { + "cell_type": "markdown", + "id": "81791162", + "metadata": {}, + "source": [ + "### So now lets show off the impact of memory\n", + "\n", + "First, we just try to ask a question that is probably too hard for a model like 4o-mini to one shot with its current knowledge\n", + "It struggles a lot more figuring out what big means" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "f9e31b27", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[AutoGenResult(result= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, question='List the available tables. Only use valid DuckDB syntax.', function_response=FunctionResponse(function=, hypothesis='If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', args=[], kwargs={'query': \"SELECT name FROM sqlite_master WHERE type='table';\"}, result_data= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, result_str='| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |', validation_criteria=['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='List the available tables. Only use valid DuckDB syntax.', result=True, justification='The response provided a complete list of table names, which satisfies the question.'), criteria_results=[CriterionResult(criterion='The response should contain the names of tables present in the database.', result=True, justification='The result includes a comprehensive list of table names.'), CriterionResult(criterion='The syntax used should be valid DuckDB SQL syntax.', result=True, justification=\"The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\"), CriterionResult(criterion='The response should represent the results in a clear markdown format.', result=True, justification='The results are presented in a clear tabular markdown format, making it easy to read.')])), AutoGenResult(result={'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}, question=\"Summarize the following table: accessories\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Type | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:----------------------|:------------|:------|:------|-------:|:-----------|:----------|:-------|:--------------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:---------|:------------------------------|:----------------------------|:----------------------|:-------------|:--------------------------|--------------:|:------------------|\\n| 0 | 3D glasses | White | False | 490 | 122 | White | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed0 | 4463 | FNxEraBTeWRiCvtFu |\\n| 1 | 3D glasses | Black | False | 490 | 122 | Black | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed1 | 11020 | mM9SXPCcGPfPJAmtm |\\n| 2 | bandage | Beige | False | 140 | 35 | Beige | White | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Active | outdoorsy; comfy; sporty | AccessoryMouth | False | For sale | AccessoryMouthBandageSkin | 4677 | 2qFT5iPkk8bREvpkj |\\n| 3 | beak | Yellow | False | 490 | 122 | Yellow | Yellow | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Cute | fairy tale; party; theatrical | AccessoryMouthInvisibleNose | False | For sale | AccessoryMouthBeakYellow | 3549 | T5CpsJi4xBSachNL5 |\\n| 4 | birthday shades | Yellow | False | NFS | 620 | Yellow | Red | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday0 | 4510 | S6CiB9ZvzBTMhEnDz |\\n| 5 | birthday shades | Pink | False | NFS | 620 | Pink | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday1 | 11217 | g3MPcmAKM4z5h8KYX |\\n| 6 | birthday shades | Red | False | NFS | 620 | Red | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday2 | 11218 | ojXoAAj8Bs2XgRiWB |\\n| 7 | birthday shades | Blue | False | NFS | 620 | Light blue | Green | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday3 | 11219 | Yr9mRJaZM44554oTS |\\n| 8 | bottom-rimmed glasses | Red | False | 1100 | 275 | Red | Red | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose0 | 4597 | ZHqtvcoqqDpJLf9Pc |\\n| 9 | bottom-rimmed glasses | Purple | False | 1100 | 275 | Purple | Purple | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose1 | 11081 | akRhFD3qeJEPM7WiD |\", function_response=FunctionResponse(function=, hypothesis='If I summarize the accessories table, then I will have a concise overview of its contents.', args=[], kwargs={'table_summary': {'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}}, result_data={'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}, result_str=\"{'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}\", validation_criteria=['The table name should be accurate and match the provided table.', 'The summary should convey the purpose and content of the table in a maximum of three sentences.', 'All columns of the table should be listed with their respective types and a summary of their values.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: accessories', result=True, justification=\"The summary accurately presents an overview of the table's contents, including a brief description of the accessories and the structure of the data.\"), criteria_results=[CriterionResult(criterion='The table name should be accurate and match the provided table.', result=True, justification=\"The table name 'accessories' matches the provided table.\"), CriterionResult(criterion='The summary should convey the purpose and content of the table in a maximum of three sentences.', result=True, justification='The summary effectively conveys the purpose and content of the table in three concise sentences.'), CriterionResult(criterion='All columns of the table should be listed with their respective types and a summary of their values.', result=True, justification='The summary includes all columns along with their types and a brief summary of their values.')])), AutoGenResult(result={'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}, question=\"Summarize the following table: achievements\\n| | Name | Award Criteria | # | Internal ID | Internal Name | Internal Category | Num of Tiers | Tier 1 | Tier 2 | Tier 3 | Tier 4 | Tier 5 | Reward Tier 1 | Reward Tier 2 | Reward Tier 3 | Reward Tier 4 | Reward Tier 5 | Reward Tier 6 | Sequential | Version | Unique Entry ID |\\n|---:|:------------------------|:---------------------------------------------------------------------|----:|--------------:|:------------------|:--------------------|---------------:|---------:|---------:|---------:|---------:|---------:|----------------:|----------------:|----------------:|----------------:|----------------:|----------------:|:-------------|:----------|:------------------|\\n| 0 | (island name) Miles! | Awarded when Nook Miles program is first unlocked | 1 | 53 | ImmigratetoIsland | Event | 1 | 1 | 0 | 0 | 0 | 0 | 500 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | QvQq6d4qJgCiBkMLX |\\n| 1 | Angling for Perfection! | Number of total fish caught | 2 | 0 | CatchFish | Fish | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | wkj9WzycBpxtq6CDG |\\n| 2 | Island Ichthyologist | Number of unique fish caught | 3 | 3 | FillFishList | Fish | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | Ajpkv8wXcZLqM8bMT |\\n| 3 | Island Togetherness | Number of days in which you've talked to every one of your villagers | 4 | 68 | GreetAllVillager | Communication | 5 | 1 | 10 | 20 | 30 | 50 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | syoxyxWL7ymwpKpGN |\\n| 4 | You've Got the Bug | Number of total bugs caught | 5 | 1 | CatchInsect | Insect | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | weJ4f9MDdBuzLBrBM |\\n| 5 | Bugs Don't Bug Me | Number of unique bugs caught | 6 | 4 | FillInsectList | Insect | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | ttRSm74XC4MzSHgnX |\\n| 6 | Have a Nice DIY! | Number of DIY recipes collected | 7 | 55 | FillRecipeList | DIY | 5 | 10 | 50 | 100 | 150 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | fsanquagmfwNCY8wW |\\n| 7 | DIY Tools | Number of tools you've crafted | 8 | 72 | DIYTool | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | 6k5CnRgbm55m93jMT |\\n| 8 | DIY Furniture | Number of furniture pieces you've crafted | 9 | 73 | DIYFurniture | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | TprrYjwsCvZbDdcvK |\\n| 9 | Furniture Freshener | Number of times you've customized furniture at a workbench | 10 | 14 | RemakeFurniture | DIY | 5 | 5 | 20 | 50 | 100 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | viHJXo8XB8C3h259Q |\", function_response=FunctionResponse(function=, hypothesis='if the achievements table is summarized, then the summary will highlight the main features and purpose of the table.', args=[], kwargs={'table_summary': {'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}}, result_data={'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}, result_str=\"{'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}\", validation_criteria=['the summary includes the main purpose of the achievements table', 'the summary mentions the key columns present in the table', 'the summary is concise, containing no more than three sentences']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: achievements', result=True, justification='The summary effectively captures the main purpose of the achievements table, which is to provide a list of awards and their corresponding criteria, tiers, and rewards. It also highlights key columns in the table and remains concise.'), criteria_results=[CriterionResult(criterion='the summary includes the main purpose of the achievements table', result=True, justification='The summary states that the achievements table lists various awards that players can unlock in a game along with criteria needed to earn them.'), CriterionResult(criterion='the summary mentions the key columns present in the table', result=True, justification=\"The summary includes a detailed description of key columns such as 'Name', 'Award Criteria', 'Num of Tiers', and the 'Tier' and 'Reward' columns.\"), CriterionResult(criterion='the summary is concise, containing no more than three sentences', result=True, justification='The summary contains three sentences that concisely summarize the table.')])), AutoGenResult(result={'table_name': 'art', 'table_summary': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Various names of artworks and sculptures.'}, {'column_name': 'Genuine', 'column_type': 'bool', 'values_summary': 'Indicates whether the artwork is genuine (True) or fake (False).'}, {'column_name': 'Category', 'column_type': 'str', 'values_summary': 'Categories indicate the type of artwork such as painting or sculpture.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price in currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price or zero if not for sale.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Main color description (if applicable).'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color description (if applicable).'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Dimensions of the artwork.'}, {'column_name': 'Real Artwork Title', 'column_type': 'str', 'values_summary': 'The actual title of the artwork.'}, {'column_name': 'Artist', 'column_type': 'str', 'values_summary': 'Name of the artist associated with the artwork.'}, {'column_name': 'Museum Description', 'column_type': 'str', 'values_summary': 'A brief background or description provided by the museum.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Reference to where the artwork is sourced from.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Any notes relevant to the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Denotes the version of the artwork in the collection.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept classification from the HHA system.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept classification from the HHA system.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'Series classification for the artwork.'}, {'column_name': 'HHA Set', 'column_type': 'str', 'values_summary': 'Set classification of the artwork.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Indicates if the artwork has an interactive feature.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag designation for the artwork.'}, {'column_name': 'Speaker Type', 'column_type': 'str', 'values_summary': 'Describes the type of speaker associated with the artwork.'}, {'column_name': 'Lighting Type', 'column_type': 'str', 'values_summary': 'Type of lighting the artwork features.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog number or identifier.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename for the associated image or document.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the artwork.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Global unique identifier for the entry.'}]}, question='Summarize the following table: art\\n| | Name | Genuine | Category | Buy | Sell | Color 1 | Color 2 | Size | Real Artwork Title | Artist | Museum Description | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | HHA Set | Interact | Tag | Speaker Type | Lighting Type | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:----------|:--------------|------:|-------:|:----------|:----------|:-------|:------------------------------------------|:----------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------|:---------------|:----------|:----------------|:----------------|:-------------|:----------|:-----------|:----------|:--------------------|:----------------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | academic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianMan | 12619 | xfTf9sfyLkxHQEz4u |\\n| 1 | academic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianManFake | 12620 | 5KNFAo3LkdTTJPQkd |\\n| 2 | amazing painting | True | Wall-mounted | 4980 | 1245 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatch | 56 | Sg6MCSG3m9tvjGWoj |\\n| 3 | amazing painting | False | Wall-mounted | 4980 | 0 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatchFake | 55 | vc2Ebu4Pkn443zYiN |\\n| 4 | ancient statue | True | Miscellaneous | 4980 | 1245 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguu | 1337 | zpAsguge9Yb29ksjS |\\n| 5 | ancient statue | False | Miscellaneous | 4980 | 0 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguuFake | 1338 | fXbsrcXirg6miBoqT |\\n| 6 | basic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoy | 14 | Xhn8ZjtbdZeET3NXR |\\n| 7 | basic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoyFake | 13 | o4px7Mx9g2Zk6NHvC |\\n| 8 | beautiful statue | True | Housewares | 4980 | 1245 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMilo | 1341 | iscap6FsmDZdNP5dw |\\n| 9 | beautiful statue | False | Housewares | 4980 | 0 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMiloFake | 1342 | w9vrMbhJNj6JHkznu |', function_response=FunctionResponse(function=, hypothesis=\"If the function summarizes the art table, then it will provide a concise overview of the table's content and purpose.\", args=[], kwargs={'table_summary': {'table_name': 'art', 'table_summary': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Various names of artworks and sculptures.'}, {'column_name': 'Genuine', 'column_type': 'bool', 'values_summary': 'Indicates whether the artwork is genuine (True) or fake (False).'}, {'column_name': 'Category', 'column_type': 'str', 'values_summary': 'Categories indicate the type of artwork such as painting or sculpture.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price in currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price or zero if not for sale.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Main color description (if applicable).'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color description (if applicable).'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Dimensions of the artwork.'}, {'column_name': 'Real Artwork Title', 'column_type': 'str', 'values_summary': 'The actual title of the artwork.'}, {'column_name': 'Artist', 'column_type': 'str', 'values_summary': 'Name of the artist associated with the artwork.'}, {'column_name': 'Museum Description', 'column_type': 'str', 'values_summary': 'A brief background or description provided by the museum.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Reference to where the artwork is sourced from.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Any notes relevant to the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Denotes the version of the artwork in the collection.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept classification from the HHA system.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept classification from the HHA system.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'Series classification for the artwork.'}, {'column_name': 'HHA Set', 'column_type': 'str', 'values_summary': 'Set classification of the artwork.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Indicates if the artwork has an interactive feature.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag designation for the artwork.'}, {'column_name': 'Speaker Type', 'column_type': 'str', 'values_summary': 'Describes the type of speaker associated with the artwork.'}, {'column_name': 'Lighting Type', 'column_type': 'str', 'values_summary': 'Type of lighting the artwork features.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog number or identifier.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename for the associated image or document.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the artwork.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Global unique identifier for the entry.'}]}}, result_data={'table_name': 'art', 'table_summary': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Various names of artworks and sculptures.'}, {'column_name': 'Genuine', 'column_type': 'bool', 'values_summary': 'Indicates whether the artwork is genuine (True) or fake (False).'}, {'column_name': 'Category', 'column_type': 'str', 'values_summary': 'Categories indicate the type of artwork such as painting or sculpture.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price in currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price or zero if not for sale.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Main color description (if applicable).'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color description (if applicable).'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Dimensions of the artwork.'}, {'column_name': 'Real Artwork Title', 'column_type': 'str', 'values_summary': 'The actual title of the artwork.'}, {'column_name': 'Artist', 'column_type': 'str', 'values_summary': 'Name of the artist associated with the artwork.'}, {'column_name': 'Museum Description', 'column_type': 'str', 'values_summary': 'A brief background or description provided by the museum.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Reference to where the artwork is sourced from.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Any notes relevant to the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Denotes the version of the artwork in the collection.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept classification from the HHA system.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept classification from the HHA system.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'Series classification for the artwork.'}, {'column_name': 'HHA Set', 'column_type': 'str', 'values_summary': 'Set classification of the artwork.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Indicates if the artwork has an interactive feature.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag designation for the artwork.'}, {'column_name': 'Speaker Type', 'column_type': 'str', 'values_summary': 'Describes the type of speaker associated with the artwork.'}, {'column_name': 'Lighting Type', 'column_type': 'str', 'values_summary': 'Type of lighting the artwork features.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog number or identifier.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename for the associated image or document.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the artwork.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Global unique identifier for the entry.'}]}, result_str='{\\'table_name\\': \\'art\\', \\'table_summary\\': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork\\'s aesthetics, historical context, and museum source.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Various names of artworks and sculptures.\\'}, {\\'column_name\\': \\'Genuine\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates whether the artwork is genuine (True) or fake (False).\\'}, {\\'column_name\\': \\'Category\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Categories indicate the type of artwork such as painting or sculpture.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price in currency.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling price or zero if not for sale.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Main color description (if applicable).\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color description (if applicable).\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Dimensions of the artwork.\\'}, {\\'column_name\\': \\'Real Artwork Title\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'The actual title of the artwork.\\'}, {\\'column_name\\': \\'Artist\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Name of the artist associated with the artwork.\\'}, {\\'column_name\\': \\'Museum Description\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'A brief background or description provided by the museum.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Reference to where the artwork is sourced from.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Any notes relevant to the source.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Denotes the version of the artwork in the collection.\\'}, {\\'column_name\\': \\'HHA Concept 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'First concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Concept 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Second concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Series\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Series classification for the artwork.\\'}, {\\'column_name\\': \\'HHA Set\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Set classification of the artwork.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the artwork has an interactive feature.\\'}, {\\'column_name\\': \\'Tag\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Tag designation for the artwork.\\'}, {\\'column_name\\': \\'Speaker Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Describes the type of speaker associated with the artwork.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Type of lighting the artwork features.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog number or identifier.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Filename for the associated image or document.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the artwork.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Global unique identifier for the entry.\\'}]}', validation_criteria=['Contains the table name', 'Includes a brief summary', 'Lists all column names', 'Describes the column types', 'Presents a summary of values for each column']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: art', result=True, justification='The summary effectively encapsulates the main purpose and content of the table, including descriptions of artwork characteristics and classification.'), criteria_results=[CriterionResult(criterion='Contains the table name', result=True, justification=\"The summary clearly states that the table name is 'art.'\"), CriterionResult(criterion='Includes a brief summary', result=True, justification=\"The provided summary gives a concise overview of the table's content and significance.\"), CriterionResult(criterion='Lists all column names', result=True, justification='All column names from the table are included in the summary.'), CriterionResult(criterion='Describes the column types', result=True, justification='Each column name is accompanied by its corresponding data type.'), CriterionResult(criterion='Presents a summary of values for each column', result=True, justification='For every column, there is a summary of possible values or descriptions based on the data.')])), AutoGenResult(result={'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}, question='Summarize the following table: bags\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------------|:------------|:------|:------|-------:|:-----------|:-----------|:-------|:--------------|:---------|:---------------|:------------------------|:----------|:--------|:------------------------------|:----------------------|:-------------|:---------------------------|--------------:|:------------------|\\n| 0 | acorn pochette | Brown | True | NFS | 2400 | Brown | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderAcorn0 | 7492 | XiC7bNzTBAdb8zWwr |\\n| 1 | basket pack | Green | True | NFS | 2400 | Green | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Simple | outdoorsy; work | False | Not for sale | BagBackpackBasket0 | 7506 | BW764rj9aH3QL6GRH |\\n| 2 | bug cage | Green | False | NFS | 122 | Green | White | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Active | outdoorsy; vacation | False | Not for sale | BagShoulderCage0 | 7479 | nrkEKkL46YsQYcYjp |\\n| 3 | Bunny Day bag | None | True | NFS | 2400 | Colorful | Colorful | 1x1 | NA | Crafting | | All Year | 1.1.0a | Active | fairy tale; party; theatrical | False | Not for sale | BagBackpackEgg0 | 12447 | YGofzAZknSTYWmfWM |\\n| 4 | butterfly backpack | Pink | False | NFS | 210 | Pink | Yellow | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Cute | everyday; formal; party | False | Not for sale | BagBackpackButterfly0 | 7502 | unsmeHZemRaTnq62z |\\n| 5 | canvas backpack | White | False | 1300 | 325 | White | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagBackpackTote0 | 7509 | ZtgYddBwpZfGMjewu |\\n| 6 | cherry-blossom pochette | Pink | True | NFS | 2400 | Pink | Pink | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderCherryblossoms0 | 7490 | wwkZdhj9HzxZiqHys |\\n| 7 | cloth shoulder bag | Blue | False | 1400 | 350 | Light blue | Light blue | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas0 | 7487 | DzoRrArWrKtzn6Xzc |\\n| 8 | cloth shoulder bag | Orange | False | 1400 | 350 | Orange | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas1 | 12013 | dcpCgBwji4QCYAy8k |\\n| 9 | cloth shoulder bag | Ivory | False | 1400 | 350 | White | White | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas2 | 12014 | NfkYKg5NoaWKBEpzN |', function_response=FunctionResponse(function=, hypothesis='If I summarize the bags table, then I will provide a clear overview of its content and structure.', args=[], kwargs={'table_summary': {'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}}, result_data={'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}, result_str=\"{'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}\", validation_criteria=['The summary includes the table name.', \"The summary provides a brief description of the table's purpose and content.\", 'The summary lists the column names and their corresponding types.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: bags', result=True, justification='The summary effectively describes the table, including its purpose, the name of the table, and provides a comprehensive list of columns along with their types and brief descriptions.'), criteria_results=[CriterionResult(criterion='The summary includes the table name.', result=True, justification=\"The summary explicitly states the table name as 'bags'.\"), CriterionResult(criterion=\"The summary provides a brief description of the table's purpose and content.\", result=True, justification='The summary explains that the table lists various types of bags, their attributes, and how to acquire them.'), CriterionResult(criterion='The summary lists the column names and their corresponding types.', result=True, justification='The summary includes all column names along with their data types and descriptions.')])), AutoGenResult(result={'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}, question=\"Summarize the following table: bottoms\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------------|:------|------:|-------:|:----------|:-----------|:-------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:--------|:-------------------------|:----------------------|:----------|:-------------------------------|--------------:|:------------------|\\n| 0 | acid-washed jeans | Blue | False | 1320 | 330 | Blue | Blue | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical0 | 5286 | QaecPktemD3XuFdwy |\\n| 1 | acid-washed jeans | Black | False | 1320 | 330 | Black | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical1 | 11385 | a7HNjgRFkCznkDLLH |\\n| 2 | animal-stripes skirt | Tiger | False | 1100 | 275 | Yellow | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe0 | 9842 | qmtHwBmtJDvtNntTs |\\n| 3 | animal-stripes skirt | Zebra | False | 1100 | 275 | Gray | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe1 | 12067 | 4mDRmSG3scfXh3oon |\\n| 4 | apron skirt | Purple | False | 700 | 175 | White | Purple | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron0 | 5710 | MtsvEMQ9Z9damsycd |\\n| 5 | apron skirt | Blue | False | 700 | 175 | White | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron1 | 8921 | cfzi35RpY8onR3hra |\\n| 6 | apron skirt | Beige | False | 700 | 175 | White | Beige | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron2 | 8922 | AmWS5iMbatqDr2eLs |\\n| 7 | athletic pants | Red | False | 880 | 220 | Red | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey0 | 3311 | iL9vd8DerEEJDJQbA |\\n| 8 | athletic pants | Green | False | 880 | 220 | Green | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey1 | 11295 | Ygp8L2zeem8ECZroK |\\n| 9 | athletic pants | Black | False | 880 | 220 | Black | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey2 | 11296 | 8NcTmEpkckocYvTf2 |\", function_response=FunctionResponse(function=, hypothesis=\"If we summarize the 'bottoms' table, then we will gain an overview of the clothing items it contains, their variations, and other attributes.\", args=[], kwargs={'table_summary': {'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}}, result_data={'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}, result_str=\"{'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}\", validation_criteria=['The summary should explain the purpose of the table.', 'The summary should include key attributes such as clothing names and styles.', 'The summary should mention the source and seasonal availability.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: bottoms', result=True, justification='The summary provides a clear explanation of the purpose of the table, listing the different types of clothing items available, their essential attributes like names and styles, and details about their availability from specific sources.'), criteria_results=[CriterionResult(criterion='The summary should explain the purpose of the table.', result=True, justification='The summary explains that the table contains various types of bottoms available for purchase in the game, indicating its purpose.'), CriterionResult(criterion='The summary should include key attributes such as clothing names and styles.', result=True, justification=\"The summary lists clothing names and mentions styles like 'Simple' and 'Cool,' along with various color variations.\"), CriterionResult(criterion='The summary should mention the source and seasonal availability.', result=True, justification=\"The summary mentions the source as 'Able Sisters' and states that the items are available all year.\")])), AutoGenResult(result={'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}, question='Summarize the following table: construction\\n| | Name | Buy | Category | Source | Filename | Version | Unique Entry ID |\\n|---:|:------------------|-------:|:-----------|:-------------------------------|:------------------------|:----------|:------------------|\\n| 0 | brick bridge | 198000 | Bridge | Resident Services Upgrade | BridgeBricks | 1.0.0 | Rvkrg9tcubTMakcBS |\\n| 1 | iron bridge | 228000 | Bridge | Resident Services Upgrade | BridgeIron | 1.0.0 | RmQ6iiKkFf3Sy4iSQ |\\n| 2 | log bridge | 98000 | Bridge | Resident Services Upgrade | BridgeLog | 1.0.0 | Px55sTfjKSbbMtjAK |\\n| 3 | red zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeRed | 1.0.0 | jTziEHXkeYaugKDQQ |\\n| 4 | stone bridge | 168000 | Bridge | Resident Services Upgrade | BridgeStone | 1.0.0 | JmrwC2tRRCCgbZnrp |\\n| 5 | suspension bridge | 129800 | Bridge | Resident Services Upgrade | BridgeSuspension | 1.0.0 | q52JebMTHDqHJKBba |\\n| 6 | wooden bridge | 168000 | Bridge | Resident Services Upgrade | BridgeWood | 1.0.0 | 7oZ7FMrJEpBLZzsmw |\\n| 7 | zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeJapanese | 1.0.0 | TbKbHzJM8j8ezmAEF |\\n| 8 | basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowAR | 1.0.0 | HrAsZSpm2pRj2u8ad |\\n| 9 | beige basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowGR | 1.0.0 | uF4YeCTGBx4Tawcp8 |', function_response=FunctionResponse(function=, hypothesis='if the table is summarized then it should include the name, purpose, content of the table and column details', args=[], kwargs={'table_summary': {'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}}, result_data={'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}, result_str=\"{'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}\", validation_criteria=[\"summary captures table's overall purpose\", 'all columns are correctly identified', 'summary provides concise content overview']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: construction', result=True, justification='The summary clearly articulates the overall purpose of the table, identifying the types of construction items listed (bridges and doors), their costs, sources, and unique identifiers. Additionally, it provides concise descriptions of each column, ensuring all aspects of the original table are covered.'), criteria_results=[CriterionResult(criterion=\"summary captures table's overall purpose\", result=True, justification='The summary captures the essence of the table by mentioning it lists construction items like bridges and doors, alongside their costs and purposes.'), CriterionResult(criterion='all columns are correctly identified', result=True, justification='All columns from the original table are identified and described accurately, detailing their names, types, and content.'), CriterionResult(criterion='summary provides concise content overview', result=True, justification='The summary succinctly conveys the key information and functionality of the table in a clear manner, making it easy to understand the content.')])), AutoGenResult(result={'table_name': 'dress_up', 'table_summary': \"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of clothing items.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different color or style variants of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the item is available as a DIY recipe.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Sell price of the item.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the item.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the item.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size of the clothing item.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Information on whether the item is available year-round or seasonally.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used as a mannequin piece.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the item.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Stylistic classification of the clothing.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': \"Themes associated with the clothing's labels.\"}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can wear the item.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the item.'}, {'column_name': 'Primary Shape', 'column_type': 'str', 'values_summary': 'Primary form of the clothing item.'}, {'column_name': 'Secondary Shape', 'column_type': 'str', 'values_summary': 'Secondary form of the clothing item.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name related to the clothing item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the table entry.'}]}, question='Summarize the following table: dress_up\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Primary Shape | Secondary Shape | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:------------|:------|------:|-------:|:-----------|:-----------|:-------|:-------------|:--------------------------------------|:------------------------|:------------------|:----------|:--------|:-----------------|:----------------------|:----------|:----------------|:------------------|:-----------------------------------|--------------:|:------------------|\\n| 0 | academy uniform | Navy blue | False | 2080 | 520 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki0 | 2699 | yfbZu5Nj6wtJSnuDW |\\n| 1 | academy uniform | Gray | False | 2080 | 520 | Gray | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki1 | 9016 | zbKRm5Cv5dyiz3y35 |\\n| 2 | academy uniform | Red | False | 2080 | 520 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki2 | 9017 | 3FSAsaikyEjHkLWcM |\\n| 3 | adventure dress | Blue | False | 2800 | 700 | Light blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | fairy tale | True | For sale | Balloon | H | TopsTexOnepieceBalloonHStrangeBlue | 3686 | AQZFR4Bzob9Phsr9R |\\n| 4 | alpinist dress | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean0 | 3168 | rN77JmGnpSNNeQogP |\\n| 5 | alpinist dress | Blue | False | 2520 | 630 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean1 | 8615 | zkWYtfW3WeDbdSQuy |\\n| 6 | alpinist dress | Red | False | 2520 | 630 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean2 | 8616 | TkEkCuYTjTEu38axs |\\n| 7 | alpinist overalls | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean0 | 4443 | vzaWMkA2s7R6SefHa |\\n| 8 | alpinist overalls | Blue | False | 2520 | 630 | Blue | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean1 | 8631 | onM7CM229PHZyRjPd |\\n| 9 | alpinist overalls | Red | False | 2520 | 630 | Red | Pink | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean2 | 8632 | WWbNFkaxwJMGLSBYj |', function_response=FunctionResponse(function=, hypothesis=\"If the table 'dress_up' is summarized, then it will provide information about different clothing items available in varying styles and colors.\", args=[], kwargs={'table_summary': {'table_name': 'dress_up', 'table_summary': \"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of clothing items.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different color or style variants of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the item is available as a DIY recipe.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Sell price of the item.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the item.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the item.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size of the clothing item.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Information on whether the item is available year-round or seasonally.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used as a mannequin piece.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the item.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Stylistic classification of the clothing.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': \"Themes associated with the clothing's labels.\"}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can wear the item.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the item.'}, {'column_name': 'Primary Shape', 'column_type': 'str', 'values_summary': 'Primary form of the clothing item.'}, {'column_name': 'Secondary Shape', 'column_type': 'str', 'values_summary': 'Secondary form of the clothing item.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name related to the clothing item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the table entry.'}]}}, result_data={'table_name': 'dress_up', 'table_summary': \"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of clothing items.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different color or style variants of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the item is available as a DIY recipe.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Sell price of the item.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the item.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the item.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size of the clothing item.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Information on whether the item is available year-round or seasonally.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used as a mannequin piece.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the item.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Stylistic classification of the clothing.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': \"Themes associated with the clothing's labels.\"}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can wear the item.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the item.'}, {'column_name': 'Primary Shape', 'column_type': 'str', 'values_summary': 'Primary form of the clothing item.'}, {'column_name': 'Secondary Shape', 'column_type': 'str', 'values_summary': 'Secondary form of the clothing item.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name related to the clothing item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the table entry.'}]}, result_str='{\\'table_name\\': \\'dress_up\\', \\'table_summary\\': \"The \\'dress_up\\' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Names of clothing items.\\'}, {\\'column_name\\': \\'Variation\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Different color or style variants of each clothing item.\\'}, {\\'column_name\\': \\'DIY\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item is available as a DIY recipe.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price of the item.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Sell price of the item.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary color of the item.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color of the item.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Size of the clothing item.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Source from where the item can be obtained.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Notes about item availability.\\'}, {\\'column_name\\': \\'Seasonal Availability\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Information on whether the item is available year-round or seasonally.\\'}, {\\'column_name\\': \\'Mannequin Piece\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item can be used as a mannequin piece.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Version information for the item.\\'}, {\\'column_name\\': \\'Style\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Stylistic classification of the clothing.\\'}, {\\'column_name\\': \\'Label Themes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Themes associated with the clothing\\'s labels.\"}, {\\'column_name\\': \\'Villager Equippable\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if villagers can wear the item.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog status of the item.\\'}, {\\'column_name\\': \\'Primary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary form of the clothing item.\\'}, {\\'column_name\\': \\'Secondary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary form of the clothing item.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File name related to the clothing item.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the item.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique identifier for the table entry.\\'}]}', validation_criteria=[\"The table name is correctly identified as 'dress_up'.\", 'The summary encapsulates the main purpose and content of the table in 3 sentences max.', 'The columns of the table are correctly listed with their respective names and types.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: dress_up', result=True, justification=\"The summary succinctly captures the essence of the 'dress_up' table, accurately describing the purpose, structure, and types of data it holds while adhering to the specified length.\"), criteria_results=[CriterionResult(criterion=\"The table name is correctly identified as 'dress_up'.\", result=True, justification=\"The summary distinctly states that the table is named 'dress_up'.\"), CriterionResult(criterion='The summary encapsulates the main purpose and content of the table in 3 sentences max.', result=True, justification='The summary is composed of three sentences that effectively communicate the content and purpose of the table.'), CriterionResult(criterion='The columns of the table are correctly listed with their respective names and types.', result=True, justification='The summary provides a comprehensive list of the columns alongside their names and data types, correctly reflecting the structure of the original table.')])), AutoGenResult(result={'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}, question='Summarize the following table: fencing\\n| | Name | DIY | Stack Size | Buy | Sell | Source | Source Notes | Version | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------|-------------:|:------|-------:|:---------|:---------------|:----------|:------------------------|--------------:|:------------------|\\n| 0 | bamboo lattice fence | True | 50 | NFS | 960 | Crafting | | 1.0.0 | ItemFenceBamboo | 3403 | XaLnmQsQ47HfHQ9g5 |\\n| 1 | barbed-wire fence | True | 50 | NFS | 1980 | Crafting | | 1.0.0 | ItemFenceBarbedWire | 5213 | dNgibaR9jFqaDwuDZ |\\n| 2 | brick fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceWallRenga | 3080 | WAzanA7e5MREzJdMh |\\n| 3 | Bunny Day fence | True | 50 | NFS | 2400 | Crafting | | 1.1.0a | ItemFenceEgg | 12630 | CLQGhAfSNykpxrh3a |\\n| 4 | corral fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceHorizontalWood | 4349 | rqwqYy7Aphvh5zBSA |\\n| 5 | country fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceLog | 4350 | twwkbWJ8YsoJEy3j8 |\\n| 6 | hedge | True | 50 | NFS | 55 | Crafting | | 1.2.0 | ItemFenceIkegaki | 12758 | TphLYSh2MdogHdheg |\\n| 7 | imperial fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceChinese | 4354 | fHqt7TXfbhfKnPbwG |\\n| 8 | iron fence | True | 50 | NFS | 4500 | Crafting | | 1.0.0 | ItemFenceSteel | 4357 | RL5hL24NbwzE7zv3R |\\n| 9 | iron-and-stone fence | True | 50 | NFS | 3150 | Crafting | | 1.0.0 | ItemFenceIronAndStone | 5206 | kjSa4R6JQz2DtWQ2C |', function_response=FunctionResponse(function=, hypothesis='If I summarize the fencing table, then I will capture its main purpose and describe the content effectively.', args=[], kwargs={'table_summary': {'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}}, result_data={'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}, result_str=\"{'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}\", validation_criteria=['The summary should clearly state the purpose of the table.', 'The columns within the table must be listed correctly.', 'The summary of each column must accurately represent its content.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: fencing', result=True, justification=\"The summary provides a clear explanation of the table's purpose and describes its content effectively. Additionally, it accurately lists and summarizes each column's attributes.\"), criteria_results=[CriterionResult(criterion='The summary should clearly state the purpose of the table.', result=True, justification='The summary explains that the table contains information about various types of fences available for crafting, serving as a guide for players.'), CriterionResult(criterion='The columns within the table must be listed correctly.', result=True, justification='All table columns are listed accurately with appropriate names and types.'), CriterionResult(criterion='The summary of each column must accurately represent its content.', result=True, justification=\"Each column's summary accurately reflects the content as per the original table.\")])), AutoGenResult(result={'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}, question='Summarize the following table: fish\\n| | # | Name | Sell | Where/How | Shadow | Total Catches to Unlock | Spawn Rates | Rain/Snow Catch Up | NH Jan | NH Feb | NH Mar | NH Apr | NH May | NH Jun | NH Jul | NH Aug | NH Sep | NH Oct | NH Nov | NH Dec | SH Jan | SH Feb | SH Mar | SH Apr | SH May | SH Jun | SH Jul | SH Aug | SH Sep | SH Oct | SH Nov | SH Dec | Color 1 | Color 2 | Size | Lighting Type | Icon Filename | Critterpedia Filename | Furniture Filename | Internal ID | Unique Entry ID |\\n|---:|----:|:----------------|-------:|:------------|:---------|--------------------------:|:--------------|:---------------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:-----------|:----------|:-------|:----------------|:----------------|:------------------------|:---------------------|--------------:|:------------------|\\n| 0 | 56 | anchovy | 200 | Sea | Small | 0 | 2–5 | False | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | Blue | Red | 1x1 | No lighting | Fish81 | FishAntyobi | FtrFishAntyobi | 4201 | LzuWkSQP55uEpRCP5 |\\n| 1 | 36 | angelfish | 3000 | River | Small | 20 | 2–5 | False | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | Yellow | Black | 1x1 | Fluorescent | Fish30 | FishAngelfish | FtrFishAngelfish | 2247 | XTCFCk2SiuY5YXLZ7 |\\n| 2 | 44 | arapaima | 10000 | River | XX-Large | 50 | 1 | True | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Black | Blue | 3x2 | No lighting | Fish36 | FishPiraruku | FtrFishPiraruku | 2253 | mZy4BES54bqwi97br |\\n| 3 | 41 | arowana | 10000 | River | Large | 50 | 1–2 | False | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Yellow | Black | 2x1 | Fluorescent | Fish33 | FishArowana | FtrFishArowana | 2250 | F68AvCaqddBJL7ZSN |\\n| 4 | 58 | barred knifejaw | 5000 | Sea | Medium | 20 | 3–5 | False | NA | NA | All day | All day | All day | All day | All day | All day | All day | All day | All day | NA | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | All day | White | Black | 1x1 | Fluorescent | Fish47 | FishIshidai | FtrFishIshidai | 2265 | X3R9SFSAaDzBF4fE3 |\\n| 5 | 79 | barreleye | 15000 | Sea | Small | 100 | 1 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | Black | Black | 1x1 | Fluorescent | Fish84 | FishDemenigisu | FtrFishDemenigisu | 4204 | BpqTa4zmTjv3Nm4wE |\\n| 6 | 37 | betta | 2500 | River | Small | 20 | 1–4 | False | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | Light blue | Black | 1x1 | Fluorescent | Fish77 | FishBeta | FtrFishBeta | 4191 | 7QcQXzwZoNGiNA94k |\\n| 7 | 1 | bitterling | 900 | River | X-Small | 0 | 12–17 | False | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | All day | All day | All day | All day | All day | NA | NA | NA | Light blue | Blue | 1x1 | No lighting | Fish0 | FishTanago | FtrFishTanago | 2215 | Drj6eLRBgg4T9KhNx |\\n| 8 | 22 | black bass | 400 | River | Large | 0 | 4–12 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Green | Black | 1x1 | Fluorescent | Fish19 | FishBlackbass | FtrFishBlackbass | 2234 | wAZvfTca7GyaTtLcQ |\\n| 9 | 54 | blowfish | 5000 | Sea | Medium | 20 | 5 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | Beige | Black | 1x1 | Fluorescent | Fish73 | FishFugu | FtrFishFugu | 2262 | aDsmTcByApycafxTa |', function_response=FunctionResponse(function=, hypothesis='Summarizing the fish table will provide a clear overview of the fish types, their characteristics, and catching details.', args=[], kwargs={'table_summary': {'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}}, result_data={'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}, result_str='{\\'table_name\\': \\'fish\\', \\'table_summary\\': \\'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.\\', \\'columns\\': [{\\'column_name\\': \\'#\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Entry number of the fish.\\'}, {\\'column_name\\': \\'Name\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The common name of the fish.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The selling price of the fish in the game.\\'}, {\\'column_name\\': \\'Where/How\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The habitat where the fish can be found.\\'}, {\\'column_name\\': \\'Shadow\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size of the shadow the fish casts in the water.\\'}, {\\'column_name\\': \\'Total Catches to Unlock\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Number of catches required to unlock specific rewards.\\'}, {\\'column_name\\': \\'Spawn Rates\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \"Information about the fish\\'s spawn rates.\"}, {\\'column_name\\': \\'Rain/Snow Catch Up\\', \\'column_type\\': \\'boolean\\', \\'values_summary\\': \\'Indicates if the fish can be caught during rain or snow.\\'}, {\\'column_name\\': \\'NH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The main color of the fish.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The secondary color of the fish.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size classification of the fish.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The type of lighting if applicable.\\'}, {\\'column_name\\': \\'Icon Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The icon file name for the fish.\\'}, {\\'column_name\\': \\'Critterpedia Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The critterpedia entry file name for the fish.\\'}, {\\'column_name\\': \\'Furniture Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The furniture file name related to the fish.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The internal ID of the fish.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The unique entry identifier.\\'}]}', validation_criteria=['The summary should capture the purpose of the table.', 'It should include key characteristics such as the name of the fish, selling price, and habitat.', 'It should also mention relevant information such as spawning times and colors.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: fish', result=True, justification='The summary provides an appropriate overview of the purpose of the table, detailing the types of fish, their characteristics, and relevant details such as selling price, habitat, and seasonal availability.'), criteria_results=[CriterionResult(criterion='The summary should capture the purpose of the table.', result=True, justification='The summary clearly outlines that the table contains detailed information on various fish types and their characteristics.'), CriterionResult(criterion='It should include key characteristics such as the name of the fish, selling price, and habitat.', result=True, justification='The summary includes these key characteristics as part of the main content and column descriptions.'), CriterionResult(criterion='It should also mention relevant information such as spawning times and colors.', result=True, justification='The summary mentions the availability of fish in different months, which relates to spawning times, and includes details about their colors.')])), AutoGenResult(result={'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}, question=\"Summarize the following table: floors\\n| | Name | VFX | DIY | Buy | Sell | Color 1 | Color 2 | Miles Price | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | Tag | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------------|:------|:------|:------|-------:|:-----------|:-----------|:--------------|:--------------|:---------------|:----------|:----------------|:----------------|:-------------|:---------------|:-------------|:-------------------------|--------------:|:------------------|\\n| 0 | aqua tile flooring | False | False | 900 | 225 | Light blue | Light blue | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTile01 | 5036 | JmNGqRhEow3PH7bgk |\\n| 1 | arabesque flooring | False | False | 2120 | 530 | Black | Gray | NA | Nook's Cranny | | 1.0.0 | expensive | living room | None | Cloth Floors | For sale | RoomTexFloorArabesque00 | 4953 | 4dabyuetmZD5dDdCH |\\n| 2 | arched-brick flooring | False | False | 1100 | 275 | Brown | Brown | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Arched Brick | For sale | RoomTexFloorArchBrick00 | 4998 | CSPoYJzCnzWjqWrj5 |\\n| 3 | argyle tile flooring | False | False | 1750 | 437 | White | Beige | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTileWood00 | 4994 | BH8PqRSou2XjQ8ppQ |\\n| 4 | artsy parquet flooring | False | False | 1800 | 450 | Beige | Beige | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Simple Parquet | For sale | RoomTexFloorParquetArt00 | 5232 | fbfCzw546bWEF95Aq |\\n| 5 | backyard lawn | False | True | NFS | 600 | Green | Green | NA | Crafting | | 1.0.0 | garden | None | None | Grassland | Not for sale | RoomTexFloorLawn00 | 4979 | kANgKb2s4a6pMSjnd |\\n| 6 | bamboo flooring | False | True | NFS | 2400 | Green | Beige | NA | Crafting | | 1.0.0 | zen-style | None | bamboo | Nature - Green | Not for sale | RoomTexFloorBamboo00 | 4964 | gMeLjZdPobbrt58sT |\\n| 7 | basement flooring | False | True | NFS | 1500 | Gray | Gray | NA | Crafting | | 1.0.0 | horror | facility | None | Stone Floors | Not for sale | RoomTexFloorBasement00 | 4797 | DgaMSqGEyko87dD3H |\\n| 8 | beige desert-tile flooring | False | False | 2100 | 525 | Beige | White | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Morocco | For sale | RoomTexFloorMorocco00 | 4965 | yhH3pNWq8L8j48tHW |\\n| 9 | berry-chocolates flooring | False | False | 3000 | 750 | Pink | Pink | NA | Saharah | | 1.0.0 | fancy | None | None | Chocolate | Not for sale | RoomTexFloorChocolate02 | 5053 | E7Mfi6saTnBEgW6o8 |\", function_response=FunctionResponse(function=, hypothesis='The summary will categorize the types and attributes of flooring in the provided table, identifying their selling points and distinguishing features.', args=[], kwargs={'table_summary': {'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}}, result_data={'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}, result_str=\"{'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}\", validation_criteria=['The summary covers the purpose of the table.', 'The columns in the summary accurately represent those in the table.', 'The values for the columns are summarized correctly.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: floors', result=True, justification='The summary covers the main aspects of the table, including the purpose of the table and details about the flooring options.'), criteria_results=[CriterionResult(criterion='The summary covers the purpose of the table.', result=True, justification='The summary accurately describes the purpose, which is to provide information about different flooring options.'), CriterionResult(criterion='The columns in the summary accurately represent those in the table.', result=True, justification='The summary includes all relevant columns and their types from the original table.'), CriterionResult(criterion='The values for the columns are summarized correctly.', result=True, justification='The values provided in the column summaries faithfully represent the respective categories and purpose in the source data.')])), AutoGenResult(result={'table_name': 'fossils', 'table_summary': 'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of fossil names.'}, {'column_name': 'Buy', 'column_type': 'str', 'values_summary': \"Indicates the buying conditions, all are 'NFS'.\"}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling prices for each fossil.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary colors of the fossils.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary colors of the fossils.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': \"Dimensions of the fossils represented as 'x' size format.\"}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Indicates the source of the fossils.'}, {'column_name': 'Museum', 'column_type': 'str', 'values_summary': 'Museum location associated with the fossils.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Versioning information for the table.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Interaction status of the fossils, all are false.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': \"Availability status of fossils, all indicated as 'Not for sale'.\"}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File references associated with each fossil.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifiers for the fossils.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique entry identifiers for tracking.'}]}, question='Summarize the following table: fossils\\n| | Name | Buy | Sell | Color 1 | Color 2 | Size | Source | Museum | Version | Interact | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------|:------|-------:|:----------|:----------|:-------|:------------------|:---------|:----------|:-----------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | acanthostega | NFS | 2000 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilFirstFourLegs | 4664 | LQkRP3kBn3T2jBboF |\\n| 1 | amber | NFS | 1200 | Yellow | Yellow | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmber | 294 | ANAhATcHWvAGEhRnt |\\n| 2 | ammonite | NFS | 1100 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmmonoidea | 295 | ojNKnr4YRrmPi2gPo |\\n| 3 | ankylo skull | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusA | 169 | QQjxKmQ8Aac9cSoM2 |\\n| 4 | ankylo tail | NFS | 2500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusC | 171 | wLWBm2R727RC3qSL2 |\\n| 5 | ankylo torso | NFS | 3000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusB | 170 | 5QNzf5buPckabN6cR |\\n| 6 | anomalocaris | NFS | 2000 | Black | Gray | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAnomalocaris | 4651 | TYX964LM2tNZ3SYKC |\\n| 7 | archaeopteryx | NFS | 1300 | Beige | Brown | 1x1 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchaeopteryx | 298 | ky9pkmc2fmK9thuFH |\\n| 8 | archelon skull | NFS | 4000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonA | 177 | cYZhXfyNiqZy2hgeM |\\n| 9 | archelon tail | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonB | 178 | CtosFxKjG5nzLGi4t |', function_response=FunctionResponse(function=, hypothesis='If I summarize the fossils table, then I will get an overview of its content and structure.', args=[], kwargs={'table_summary': {'table_name': 'fossils', 'table_summary': 'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of fossil names.'}, {'column_name': 'Buy', 'column_type': 'str', 'values_summary': \"Indicates the buying conditions, all are 'NFS'.\"}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling prices for each fossil.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary colors of the fossils.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary colors of the fossils.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': \"Dimensions of the fossils represented as 'x' size format.\"}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Indicates the source of the fossils.'}, {'column_name': 'Museum', 'column_type': 'str', 'values_summary': 'Museum location associated with the fossils.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Versioning information for the table.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Interaction status of the fossils, all are false.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': \"Availability status of fossils, all indicated as 'Not for sale'.\"}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File references associated with each fossil.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifiers for the fossils.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique entry identifiers for tracking.'}]}}, result_data={'table_name': 'fossils', 'table_summary': 'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of fossil names.'}, {'column_name': 'Buy', 'column_type': 'str', 'values_summary': \"Indicates the buying conditions, all are 'NFS'.\"}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling prices for each fossil.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary colors of the fossils.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary colors of the fossils.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': \"Dimensions of the fossils represented as 'x' size format.\"}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Indicates the source of the fossils.'}, {'column_name': 'Museum', 'column_type': 'str', 'values_summary': 'Museum location associated with the fossils.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Versioning information for the table.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Interaction status of the fossils, all are false.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': \"Availability status of fossils, all indicated as 'Not for sale'.\"}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File references associated with each fossil.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifiers for the fossils.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique entry identifiers for tracking.'}]}, result_str='{\\'table_name\\': \\'fossils\\', \\'table_summary\\': \\'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).\\', \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'List of fossil names.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Indicates the buying conditions, all are \\'NFS\\'.\"}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling prices for each fossil.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary colors of the fossils.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary colors of the fossils.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Dimensions of the fossils represented as \\'x\\' size format.\"}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Indicates the source of the fossils.\\'}, {\\'column_name\\': \\'Museum\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Museum location associated with the fossils.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Versioning information for the table.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Interaction status of the fossils, all are false.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Availability status of fossils, all indicated as \\'Not for sale\\'.\"}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File references associated with each fossil.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifiers for the fossils.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique entry identifiers for tracking.\\'}]}', validation_criteria=['Summary should be concise and not exceed three sentences', 'Columns should be listed correctly', 'Data types of columns should reflect their respective values']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: fossils', result=True, justification='The summary is concise and provides a clear overview of the fossils table, including a description of its content and the specific columns with their data types and a brief explanation.'), criteria_results=[CriterionResult(criterion='Summary should be concise and not exceed three sentences', result=True, justification='The summary is concise and consists of three sentences that effectively capture the content of the table.'), CriterionResult(criterion='Columns should be listed correctly', result=True, justification='All columns from the provided table are accurately represented in the summary with their respective names.'), CriterionResult(criterion='Data types of columns should reflect their respective values', result=True, justification='The summarized columns indicate the correct data types based on the original table values.')]))]\n", + "[{'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nHypothesis:\\nIf I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\\nParameters:\\nquery: SELECT name FROM sqlite_master WHERE type='table';\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: accessories\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Type | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:----------------------|:------------|:------|:------|-------:|:-----------|:----------|:-------|:--------------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:---------|:------------------------------|:----------------------------|:----------------------|:-------------|:--------------------------|--------------:|:------------------|\\n| 0 | 3D glasses | White | False | 490 | 122 | White | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed0 | 4463 | FNxEraBTeWRiCvtFu |\\n| 1 | 3D glasses | Black | False | 490 | 122 | Black | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed1 | 11020 | mM9SXPCcGPfPJAmtm |\\n| 2 | bandage | Beige | False | 140 | 35 | Beige | White | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Active | outdoorsy; comfy; sporty | AccessoryMouth | False | For sale | AccessoryMouthBandageSkin | 4677 | 2qFT5iPkk8bREvpkj |\\n| 3 | beak | Yellow | False | 490 | 122 | Yellow | Yellow | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Cute | fairy tale; party; theatrical | AccessoryMouthInvisibleNose | False | For sale | AccessoryMouthBeakYellow | 3549 | T5CpsJi4xBSachNL5 |\\n| 4 | birthday shades | Yellow | False | NFS | 620 | Yellow | Red | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday0 | 4510 | S6CiB9ZvzBTMhEnDz |\\n| 5 | birthday shades | Pink | False | NFS | 620 | Pink | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday1 | 11217 | g3MPcmAKM4z5h8KYX |\\n| 6 | birthday shades | Red | False | NFS | 620 | Red | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday2 | 11218 | ojXoAAj8Bs2XgRiWB |\\n| 7 | birthday shades | Blue | False | NFS | 620 | Light blue | Green | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday3 | 11219 | Yr9mRJaZM44554oTS |\\n| 8 | bottom-rimmed glasses | Red | False | 1100 | 275 | Red | Red | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose0 | 4597 | ZHqtvcoqqDpJLf9Pc |\\n| 9 | bottom-rimmed glasses | Purple | False | 1100 | 275 | Purple | Purple | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose1 | 11081 | akRhFD3qeJEPM7WiD |\\nResult:\\n{'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: achievements\\n| | Name | Award Criteria | # | Internal ID | Internal Name | Internal Category | Num of Tiers | Tier 1 | Tier 2 | Tier 3 | Tier 4 | Tier 5 | Reward Tier 1 | Reward Tier 2 | Reward Tier 3 | Reward Tier 4 | Reward Tier 5 | Reward Tier 6 | Sequential | Version | Unique Entry ID |\\n|---:|:------------------------|:---------------------------------------------------------------------|----:|--------------:|:------------------|:--------------------|---------------:|---------:|---------:|---------:|---------:|---------:|----------------:|----------------:|----------------:|----------------:|----------------:|----------------:|:-------------|:----------|:------------------|\\n| 0 | (island name) Miles! | Awarded when Nook Miles program is first unlocked | 1 | 53 | ImmigratetoIsland | Event | 1 | 1 | 0 | 0 | 0 | 0 | 500 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | QvQq6d4qJgCiBkMLX |\\n| 1 | Angling for Perfection! | Number of total fish caught | 2 | 0 | CatchFish | Fish | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | wkj9WzycBpxtq6CDG |\\n| 2 | Island Ichthyologist | Number of unique fish caught | 3 | 3 | FillFishList | Fish | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | Ajpkv8wXcZLqM8bMT |\\n| 3 | Island Togetherness | Number of days in which you've talked to every one of your villagers | 4 | 68 | GreetAllVillager | Communication | 5 | 1 | 10 | 20 | 30 | 50 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | syoxyxWL7ymwpKpGN |\\n| 4 | You've Got the Bug | Number of total bugs caught | 5 | 1 | CatchInsect | Insect | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | weJ4f9MDdBuzLBrBM |\\n| 5 | Bugs Don't Bug Me | Number of unique bugs caught | 6 | 4 | FillInsectList | Insect | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | ttRSm74XC4MzSHgnX |\\n| 6 | Have a Nice DIY! | Number of DIY recipes collected | 7 | 55 | FillRecipeList | DIY | 5 | 10 | 50 | 100 | 150 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | fsanquagmfwNCY8wW |\\n| 7 | DIY Tools | Number of tools you've crafted | 8 | 72 | DIYTool | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | 6k5CnRgbm55m93jMT |\\n| 8 | DIY Furniture | Number of furniture pieces you've crafted | 9 | 73 | DIYFurniture | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | TprrYjwsCvZbDdcvK |\\n| 9 | Furniture Freshener | Number of times you've customized furniture at a workbench | 10 | 14 | RemakeFurniture | DIY | 5 | 5 | 20 | 50 | 100 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | viHJXo8XB8C3h259Q |\\nResult:\\n{'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: art\\n| | Name | Genuine | Category | Buy | Sell | Color 1 | Color 2 | Size | Real Artwork Title | Artist | Museum Description | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | HHA Set | Interact | Tag | Speaker Type | Lighting Type | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:----------|:--------------|------:|-------:|:----------|:----------|:-------|:------------------------------------------|:----------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------|:---------------|:----------|:----------------|:----------------|:-------------|:----------|:-----------|:----------|:--------------------|:----------------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | academic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianMan | 12619 | xfTf9sfyLkxHQEz4u |\\n| 1 | academic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianManFake | 12620 | 5KNFAo3LkdTTJPQkd |\\n| 2 | amazing painting | True | Wall-mounted | 4980 | 1245 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatch | 56 | Sg6MCSG3m9tvjGWoj |\\n| 3 | amazing painting | False | Wall-mounted | 4980 | 0 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatchFake | 55 | vc2Ebu4Pkn443zYiN |\\n| 4 | ancient statue | True | Miscellaneous | 4980 | 1245 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguu | 1337 | zpAsguge9Yb29ksjS |\\n| 5 | ancient statue | False | Miscellaneous | 4980 | 0 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguuFake | 1338 | fXbsrcXirg6miBoqT |\\n| 6 | basic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoy | 14 | Xhn8ZjtbdZeET3NXR |\\n| 7 | basic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoyFake | 13 | o4px7Mx9g2Zk6NHvC |\\n| 8 | beautiful statue | True | Housewares | 4980 | 1245 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMilo | 1341 | iscap6FsmDZdNP5dw |\\n| 9 | beautiful statue | False | Housewares | 4980 | 0 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMiloFake | 1342 | w9vrMbhJNj6JHkznu |\\nResult:\\n{\\'table_name\\': \\'art\\', \\'table_summary\\': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork\\'s aesthetics, historical context, and museum source.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Various names of artworks and sculptures.\\'}, {\\'column_name\\': \\'Genuine\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates whether the artwork is genuine (True) or fake (False).\\'}, {\\'column_name\\': \\'Category\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Categories indicate the type of artwork such as painting or sculpture.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price in currency.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling price or zero if not for sale.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Main color description (if applicable).\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color description (if applicable).\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Dimensions of the artwork.\\'}, {\\'column_name\\': \\'Real Artwork Title\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'The actual title of the artwork.\\'}, {\\'column_name\\': \\'Artist\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Name of the artist associated with the artwork.\\'}, {\\'column_name\\': \\'Museum Description\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'A brief background or description provided by the museum.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Reference to where the artwork is sourced from.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Any notes relevant to the source.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Denotes the version of the artwork in the collection.\\'}, {\\'column_name\\': \\'HHA Concept 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'First concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Concept 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Second concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Series\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Series classification for the artwork.\\'}, {\\'column_name\\': \\'HHA Set\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Set classification of the artwork.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the artwork has an interactive feature.\\'}, {\\'column_name\\': \\'Tag\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Tag designation for the artwork.\\'}, {\\'column_name\\': \\'Speaker Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Describes the type of speaker associated with the artwork.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Type of lighting the artwork features.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog number or identifier.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Filename for the associated image or document.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the artwork.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Global unique identifier for the entry.\\'}]}\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: bags\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------------|:------------|:------|:------|-------:|:-----------|:-----------|:-------|:--------------|:---------|:---------------|:------------------------|:----------|:--------|:------------------------------|:----------------------|:-------------|:---------------------------|--------------:|:------------------|\\n| 0 | acorn pochette | Brown | True | NFS | 2400 | Brown | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderAcorn0 | 7492 | XiC7bNzTBAdb8zWwr |\\n| 1 | basket pack | Green | True | NFS | 2400 | Green | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Simple | outdoorsy; work | False | Not for sale | BagBackpackBasket0 | 7506 | BW764rj9aH3QL6GRH |\\n| 2 | bug cage | Green | False | NFS | 122 | Green | White | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Active | outdoorsy; vacation | False | Not for sale | BagShoulderCage0 | 7479 | nrkEKkL46YsQYcYjp |\\n| 3 | Bunny Day bag | None | True | NFS | 2400 | Colorful | Colorful | 1x1 | NA | Crafting | | All Year | 1.1.0a | Active | fairy tale; party; theatrical | False | Not for sale | BagBackpackEgg0 | 12447 | YGofzAZknSTYWmfWM |\\n| 4 | butterfly backpack | Pink | False | NFS | 210 | Pink | Yellow | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Cute | everyday; formal; party | False | Not for sale | BagBackpackButterfly0 | 7502 | unsmeHZemRaTnq62z |\\n| 5 | canvas backpack | White | False | 1300 | 325 | White | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagBackpackTote0 | 7509 | ZtgYddBwpZfGMjewu |\\n| 6 | cherry-blossom pochette | Pink | True | NFS | 2400 | Pink | Pink | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderCherryblossoms0 | 7490 | wwkZdhj9HzxZiqHys |\\n| 7 | cloth shoulder bag | Blue | False | 1400 | 350 | Light blue | Light blue | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas0 | 7487 | DzoRrArWrKtzn6Xzc |\\n| 8 | cloth shoulder bag | Orange | False | 1400 | 350 | Orange | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas1 | 12013 | dcpCgBwji4QCYAy8k |\\n| 9 | cloth shoulder bag | Ivory | False | 1400 | 350 | White | White | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas2 | 12014 | NfkYKg5NoaWKBEpzN |\\nResult:\\n{'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: bottoms\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------------|:------|------:|-------:|:----------|:-----------|:-------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:--------|:-------------------------|:----------------------|:----------|:-------------------------------|--------------:|:------------------|\\n| 0 | acid-washed jeans | Blue | False | 1320 | 330 | Blue | Blue | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical0 | 5286 | QaecPktemD3XuFdwy |\\n| 1 | acid-washed jeans | Black | False | 1320 | 330 | Black | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical1 | 11385 | a7HNjgRFkCznkDLLH |\\n| 2 | animal-stripes skirt | Tiger | False | 1100 | 275 | Yellow | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe0 | 9842 | qmtHwBmtJDvtNntTs |\\n| 3 | animal-stripes skirt | Zebra | False | 1100 | 275 | Gray | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe1 | 12067 | 4mDRmSG3scfXh3oon |\\n| 4 | apron skirt | Purple | False | 700 | 175 | White | Purple | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron0 | 5710 | MtsvEMQ9Z9damsycd |\\n| 5 | apron skirt | Blue | False | 700 | 175 | White | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron1 | 8921 | cfzi35RpY8onR3hra |\\n| 6 | apron skirt | Beige | False | 700 | 175 | White | Beige | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron2 | 8922 | AmWS5iMbatqDr2eLs |\\n| 7 | athletic pants | Red | False | 880 | 220 | Red | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey0 | 3311 | iL9vd8DerEEJDJQbA |\\n| 8 | athletic pants | Green | False | 880 | 220 | Green | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey1 | 11295 | Ygp8L2zeem8ECZroK |\\n| 9 | athletic pants | Black | False | 880 | 220 | Black | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey2 | 11296 | 8NcTmEpkckocYvTf2 |\\nResult:\\n{'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: construction\\n| | Name | Buy | Category | Source | Filename | Version | Unique Entry ID |\\n|---:|:------------------|-------:|:-----------|:-------------------------------|:------------------------|:----------|:------------------|\\n| 0 | brick bridge | 198000 | Bridge | Resident Services Upgrade | BridgeBricks | 1.0.0 | Rvkrg9tcubTMakcBS |\\n| 1 | iron bridge | 228000 | Bridge | Resident Services Upgrade | BridgeIron | 1.0.0 | RmQ6iiKkFf3Sy4iSQ |\\n| 2 | log bridge | 98000 | Bridge | Resident Services Upgrade | BridgeLog | 1.0.0 | Px55sTfjKSbbMtjAK |\\n| 3 | red zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeRed | 1.0.0 | jTziEHXkeYaugKDQQ |\\n| 4 | stone bridge | 168000 | Bridge | Resident Services Upgrade | BridgeStone | 1.0.0 | JmrwC2tRRCCgbZnrp |\\n| 5 | suspension bridge | 129800 | Bridge | Resident Services Upgrade | BridgeSuspension | 1.0.0 | q52JebMTHDqHJKBba |\\n| 6 | wooden bridge | 168000 | Bridge | Resident Services Upgrade | BridgeWood | 1.0.0 | 7oZ7FMrJEpBLZzsmw |\\n| 7 | zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeJapanese | 1.0.0 | TbKbHzJM8j8ezmAEF |\\n| 8 | basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowAR | 1.0.0 | HrAsZSpm2pRj2u8ad |\\n| 9 | beige basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowGR | 1.0.0 | uF4YeCTGBx4Tawcp8 |\\nResult:\\n{'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: dress_up\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Primary Shape | Secondary Shape | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:------------|:------|------:|-------:|:-----------|:-----------|:-------|:-------------|:--------------------------------------|:------------------------|:------------------|:----------|:--------|:-----------------|:----------------------|:----------|:----------------|:------------------|:-----------------------------------|--------------:|:------------------|\\n| 0 | academy uniform | Navy blue | False | 2080 | 520 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki0 | 2699 | yfbZu5Nj6wtJSnuDW |\\n| 1 | academy uniform | Gray | False | 2080 | 520 | Gray | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki1 | 9016 | zbKRm5Cv5dyiz3y35 |\\n| 2 | academy uniform | Red | False | 2080 | 520 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki2 | 9017 | 3FSAsaikyEjHkLWcM |\\n| 3 | adventure dress | Blue | False | 2800 | 700 | Light blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | fairy tale | True | For sale | Balloon | H | TopsTexOnepieceBalloonHStrangeBlue | 3686 | AQZFR4Bzob9Phsr9R |\\n| 4 | alpinist dress | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean0 | 3168 | rN77JmGnpSNNeQogP |\\n| 5 | alpinist dress | Blue | False | 2520 | 630 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean1 | 8615 | zkWYtfW3WeDbdSQuy |\\n| 6 | alpinist dress | Red | False | 2520 | 630 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean2 | 8616 | TkEkCuYTjTEu38axs |\\n| 7 | alpinist overalls | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean0 | 4443 | vzaWMkA2s7R6SefHa |\\n| 8 | alpinist overalls | Blue | False | 2520 | 630 | Blue | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean1 | 8631 | onM7CM229PHZyRjPd |\\n| 9 | alpinist overalls | Red | False | 2520 | 630 | Red | Pink | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean2 | 8632 | WWbNFkaxwJMGLSBYj |\\nResult:\\n{\\'table_name\\': \\'dress_up\\', \\'table_summary\\': \"The \\'dress_up\\' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Names of clothing items.\\'}, {\\'column_name\\': \\'Variation\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Different color or style variants of each clothing item.\\'}, {\\'column_name\\': \\'DIY\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item is available as a DIY recipe.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price of the item.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Sell price of the item.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary color of the item.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color of the item.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Size of the clothing item.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Source from where the item can be obtained.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Notes about item availability.\\'}, {\\'column_name\\': \\'Seasonal Availability\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Information on whether the item is available year-round or seasonally.\\'}, {\\'column_name\\': \\'Mannequin Piece\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item can be used as a mannequin piece.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Version information for the item.\\'}, {\\'column_name\\': \\'Style\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Stylistic classification of the clothing.\\'}, {\\'column_name\\': \\'Label Themes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Themes associated with the clothing\\'s labels.\"}, {\\'column_name\\': \\'Villager Equippable\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if villagers can wear the item.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog status of the item.\\'}, {\\'column_name\\': \\'Primary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary form of the clothing item.\\'}, {\\'column_name\\': \\'Secondary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary form of the clothing item.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File name related to the clothing item.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the item.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique identifier for the table entry.\\'}]}\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: fencing\\n| | Name | DIY | Stack Size | Buy | Sell | Source | Source Notes | Version | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------|-------------:|:------|-------:|:---------|:---------------|:----------|:------------------------|--------------:|:------------------|\\n| 0 | bamboo lattice fence | True | 50 | NFS | 960 | Crafting | | 1.0.0 | ItemFenceBamboo | 3403 | XaLnmQsQ47HfHQ9g5 |\\n| 1 | barbed-wire fence | True | 50 | NFS | 1980 | Crafting | | 1.0.0 | ItemFenceBarbedWire | 5213 | dNgibaR9jFqaDwuDZ |\\n| 2 | brick fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceWallRenga | 3080 | WAzanA7e5MREzJdMh |\\n| 3 | Bunny Day fence | True | 50 | NFS | 2400 | Crafting | | 1.1.0a | ItemFenceEgg | 12630 | CLQGhAfSNykpxrh3a |\\n| 4 | corral fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceHorizontalWood | 4349 | rqwqYy7Aphvh5zBSA |\\n| 5 | country fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceLog | 4350 | twwkbWJ8YsoJEy3j8 |\\n| 6 | hedge | True | 50 | NFS | 55 | Crafting | | 1.2.0 | ItemFenceIkegaki | 12758 | TphLYSh2MdogHdheg |\\n| 7 | imperial fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceChinese | 4354 | fHqt7TXfbhfKnPbwG |\\n| 8 | iron fence | True | 50 | NFS | 4500 | Crafting | | 1.0.0 | ItemFenceSteel | 4357 | RL5hL24NbwzE7zv3R |\\n| 9 | iron-and-stone fence | True | 50 | NFS | 3150 | Crafting | | 1.0.0 | ItemFenceIronAndStone | 5206 | kjSa4R6JQz2DtWQ2C |\\nResult:\\n{'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: fish\\n| | # | Name | Sell | Where/How | Shadow | Total Catches to Unlock | Spawn Rates | Rain/Snow Catch Up | NH Jan | NH Feb | NH Mar | NH Apr | NH May | NH Jun | NH Jul | NH Aug | NH Sep | NH Oct | NH Nov | NH Dec | SH Jan | SH Feb | SH Mar | SH Apr | SH May | SH Jun | SH Jul | SH Aug | SH Sep | SH Oct | SH Nov | SH Dec | Color 1 | Color 2 | Size | Lighting Type | Icon Filename | Critterpedia Filename | Furniture Filename | Internal ID | Unique Entry ID |\\n|---:|----:|:----------------|-------:|:------------|:---------|--------------------------:|:--------------|:---------------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:-----------|:----------|:-------|:----------------|:----------------|:------------------------|:---------------------|--------------:|:------------------|\\n| 0 | 56 | anchovy | 200 | Sea | Small | 0 | 2–5 | False | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | Blue | Red | 1x1 | No lighting | Fish81 | FishAntyobi | FtrFishAntyobi | 4201 | LzuWkSQP55uEpRCP5 |\\n| 1 | 36 | angelfish | 3000 | River | Small | 20 | 2–5 | False | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | Yellow | Black | 1x1 | Fluorescent | Fish30 | FishAngelfish | FtrFishAngelfish | 2247 | XTCFCk2SiuY5YXLZ7 |\\n| 2 | 44 | arapaima | 10000 | River | XX-Large | 50 | 1 | True | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Black | Blue | 3x2 | No lighting | Fish36 | FishPiraruku | FtrFishPiraruku | 2253 | mZy4BES54bqwi97br |\\n| 3 | 41 | arowana | 10000 | River | Large | 50 | 1–2 | False | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Yellow | Black | 2x1 | Fluorescent | Fish33 | FishArowana | FtrFishArowana | 2250 | F68AvCaqddBJL7ZSN |\\n| 4 | 58 | barred knifejaw | 5000 | Sea | Medium | 20 | 3–5 | False | NA | NA | All day | All day | All day | All day | All day | All day | All day | All day | All day | NA | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | All day | White | Black | 1x1 | Fluorescent | Fish47 | FishIshidai | FtrFishIshidai | 2265 | X3R9SFSAaDzBF4fE3 |\\n| 5 | 79 | barreleye | 15000 | Sea | Small | 100 | 1 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | Black | Black | 1x1 | Fluorescent | Fish84 | FishDemenigisu | FtrFishDemenigisu | 4204 | BpqTa4zmTjv3Nm4wE |\\n| 6 | 37 | betta | 2500 | River | Small | 20 | 1–4 | False | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | Light blue | Black | 1x1 | Fluorescent | Fish77 | FishBeta | FtrFishBeta | 4191 | 7QcQXzwZoNGiNA94k |\\n| 7 | 1 | bitterling | 900 | River | X-Small | 0 | 12–17 | False | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | All day | All day | All day | All day | All day | NA | NA | NA | Light blue | Blue | 1x1 | No lighting | Fish0 | FishTanago | FtrFishTanago | 2215 | Drj6eLRBgg4T9KhNx |\\n| 8 | 22 | black bass | 400 | River | Large | 0 | 4–12 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Green | Black | 1x1 | Fluorescent | Fish19 | FishBlackbass | FtrFishBlackbass | 2234 | wAZvfTca7GyaTtLcQ |\\n| 9 | 54 | blowfish | 5000 | Sea | Medium | 20 | 5 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | Beige | Black | 1x1 | Fluorescent | Fish73 | FishFugu | FtrFishFugu | 2262 | aDsmTcByApycafxTa |\\nResult:\\n{\\'table_name\\': \\'fish\\', \\'table_summary\\': \\'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.\\', \\'columns\\': [{\\'column_name\\': \\'#\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Entry number of the fish.\\'}, {\\'column_name\\': \\'Name\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The common name of the fish.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The selling price of the fish in the game.\\'}, {\\'column_name\\': \\'Where/How\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The habitat where the fish can be found.\\'}, {\\'column_name\\': \\'Shadow\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size of the shadow the fish casts in the water.\\'}, {\\'column_name\\': \\'Total Catches to Unlock\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Number of catches required to unlock specific rewards.\\'}, {\\'column_name\\': \\'Spawn Rates\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \"Information about the fish\\'s spawn rates.\"}, {\\'column_name\\': \\'Rain/Snow Catch Up\\', \\'column_type\\': \\'boolean\\', \\'values_summary\\': \\'Indicates if the fish can be caught during rain or snow.\\'}, {\\'column_name\\': \\'NH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The main color of the fish.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The secondary color of the fish.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size classification of the fish.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The type of lighting if applicable.\\'}, {\\'column_name\\': \\'Icon Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The icon file name for the fish.\\'}, {\\'column_name\\': \\'Critterpedia Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The critterpedia entry file name for the fish.\\'}, {\\'column_name\\': \\'Furniture Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The furniture file name related to the fish.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The internal ID of the fish.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The unique entry identifier.\\'}]}\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: floors\\n| | Name | VFX | DIY | Buy | Sell | Color 1 | Color 2 | Miles Price | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | Tag | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------------|:------|:------|:------|-------:|:-----------|:-----------|:--------------|:--------------|:---------------|:----------|:----------------|:----------------|:-------------|:---------------|:-------------|:-------------------------|--------------:|:------------------|\\n| 0 | aqua tile flooring | False | False | 900 | 225 | Light blue | Light blue | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTile01 | 5036 | JmNGqRhEow3PH7bgk |\\n| 1 | arabesque flooring | False | False | 2120 | 530 | Black | Gray | NA | Nook's Cranny | | 1.0.0 | expensive | living room | None | Cloth Floors | For sale | RoomTexFloorArabesque00 | 4953 | 4dabyuetmZD5dDdCH |\\n| 2 | arched-brick flooring | False | False | 1100 | 275 | Brown | Brown | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Arched Brick | For sale | RoomTexFloorArchBrick00 | 4998 | CSPoYJzCnzWjqWrj5 |\\n| 3 | argyle tile flooring | False | False | 1750 | 437 | White | Beige | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTileWood00 | 4994 | BH8PqRSou2XjQ8ppQ |\\n| 4 | artsy parquet flooring | False | False | 1800 | 450 | Beige | Beige | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Simple Parquet | For sale | RoomTexFloorParquetArt00 | 5232 | fbfCzw546bWEF95Aq |\\n| 5 | backyard lawn | False | True | NFS | 600 | Green | Green | NA | Crafting | | 1.0.0 | garden | None | None | Grassland | Not for sale | RoomTexFloorLawn00 | 4979 | kANgKb2s4a6pMSjnd |\\n| 6 | bamboo flooring | False | True | NFS | 2400 | Green | Beige | NA | Crafting | | 1.0.0 | zen-style | None | bamboo | Nature - Green | Not for sale | RoomTexFloorBamboo00 | 4964 | gMeLjZdPobbrt58sT |\\n| 7 | basement flooring | False | True | NFS | 1500 | Gray | Gray | NA | Crafting | | 1.0.0 | horror | facility | None | Stone Floors | Not for sale | RoomTexFloorBasement00 | 4797 | DgaMSqGEyko87dD3H |\\n| 8 | beige desert-tile flooring | False | False | 2100 | 525 | Beige | White | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Morocco | For sale | RoomTexFloorMorocco00 | 4965 | yhH3pNWq8L8j48tHW |\\n| 9 | berry-chocolates flooring | False | False | 3000 | 750 | Pink | Pink | NA | Saharah | | 1.0.0 | fancy | None | None | Chocolate | Not for sale | RoomTexFloorChocolate02 | 5053 | E7Mfi6saTnBEgW6o8 |\\nResult:\\n{'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: fossils\\n| | Name | Buy | Sell | Color 1 | Color 2 | Size | Source | Museum | Version | Interact | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------|:------|-------:|:----------|:----------|:-------|:------------------|:---------|:----------|:-----------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | acanthostega | NFS | 2000 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilFirstFourLegs | 4664 | LQkRP3kBn3T2jBboF |\\n| 1 | amber | NFS | 1200 | Yellow | Yellow | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmber | 294 | ANAhATcHWvAGEhRnt |\\n| 2 | ammonite | NFS | 1100 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmmonoidea | 295 | ojNKnr4YRrmPi2gPo |\\n| 3 | ankylo skull | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusA | 169 | QQjxKmQ8Aac9cSoM2 |\\n| 4 | ankylo tail | NFS | 2500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusC | 171 | wLWBm2R727RC3qSL2 |\\n| 5 | ankylo torso | NFS | 3000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusB | 170 | 5QNzf5buPckabN6cR |\\n| 6 | anomalocaris | NFS | 2000 | Black | Gray | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAnomalocaris | 4651 | TYX964LM2tNZ3SYKC |\\n| 7 | archaeopteryx | NFS | 1300 | Beige | Brown | 1x1 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchaeopteryx | 298 | ky9pkmc2fmK9thuFH |\\n| 8 | archelon skull | NFS | 4000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonA | 177 | cYZhXfyNiqZy2hgeM |\\n| 9 | archelon tail | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonB | 178 | CtosFxKjG5nzLGi4t |\\nResult:\\n{\\'table_name\\': \\'fossils\\', \\'table_summary\\': \\'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).\\', \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'List of fossil names.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Indicates the buying conditions, all are \\'NFS\\'.\"}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling prices for each fossil.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary colors of the fossils.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary colors of the fossils.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Dimensions of the fossils represented as \\'x\\' size format.\"}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Indicates the source of the fossils.\\'}, {\\'column_name\\': \\'Museum\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Museum location associated with the fossils.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Versioning information for the table.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Interaction status of the fossils, all are false.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Availability status of fossils, all indicated as \\'Not for sale\\'.\"}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File references associated with each fossil.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifiers for the fossils.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique entry identifiers for tracking.\\'}]}\\n'}]\n", + "Prepared group chat with 14 messages, the last speaker is \u001b[33mchat_manager\u001b[0m\n", + "\u001b[33mchat_manager\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: How many big fish are there?\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_dYScTYeKgqwkG21v75idMTtw): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I query the number of big fish in the game, I will receive a count of those fish.\",\"validation_criteria\":[\"The result should be the count of big fish from the database.\",\"The result should correspond to the definition of big fish in the game.\"],\"query\":\"SELECT COUNT(*) AS number_of_big_fish FROM fish WHERE Size = 'Large' OR Size = 'X-Large' OR Size = 'XX-Large';\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_dYScTYeKgqwkG21v75idMTtw\n", + "Input arguments: {'hypothesis': 'If I query the number of big fish in the game, I will receive a count of those fish.', 'validation_criteria': ['The result should be the count of big fish from the database.', 'The result should correspond to the definition of big fish in the game.'], 'query': \"SELECT COUNT(*) AS number_of_big_fish FROM fish WHERE Size = 'Large' OR Size = 'X-Large' OR Size = 'XX-Large';\", 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_dYScTYeKgqwkG21v75idMTtw) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I query the number of big fish in the game, I will receive a count of those fish.\n", + "Validation Criteria:\n", + "The result should be the count of big fish from the database.\n", + "The result should correspond to the definition of big fish in the game.\n", + "Result:\n", + "| | number_of_big_fish |\n", + "|---:|---------------------:|\n", + "| 0 | 0 |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT COUNT(*) AS number_of_big_fish FROM fish WHERE Size = 'Large' OR Size = 'X-Large' OR Size = 'XX-Large';\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Failed\n", + "\n", + "Question Response Evaluation:\n", + "Question: How many big fish are there?\n", + "Result: Failed\n", + "Justification: The result indicates there are 0 big fish, but the criteria do not align with the possible definitions of big fish in the game, suggesting a need for further verification.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The result should be the count of big fish from the database.\n", + "Result: Passed\n", + "Justification: The query correctly counts the big fish based on size criteria.\n", + "\n", + "- Criterion: The result should correspond to the definition of big fish in the game.\n", + "Result: Failed\n", + "Justification: The count of 0 may not be correct given that there are indeed fish classified as big in the game.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_mMYLghjHGndctcu3LMSiJX8U): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I query the number of big fish in the game, I will receive a count of those fish, using broader criteria.\",\"validation_criteria\":[\"The result should be the count of fish that have been classified as big.\",\"The result should reflect a revised definition of big fish in the game.\"],\"query\":\"SELECT COUNT(*) AS number_of_big_fish FROM fish WHERE Size = 'Large' OR Size = 'X-Large' OR Size = 'XX-Large' OR Size = 'Medium' AND Sell >= 500;\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_mMYLghjHGndctcu3LMSiJX8U\n", + "Input arguments: {'hypothesis': 'If I query the number of big fish in the game, I will receive a count of those fish, using broader criteria.', 'validation_criteria': ['The result should be the count of fish that have been classified as big.', 'The result should reflect a revised definition of big fish in the game.'], 'query': \"SELECT COUNT(*) AS number_of_big_fish FROM fish WHERE Size = 'Large' OR Size = 'X-Large' OR Size = 'XX-Large' OR Size = 'Medium' AND Sell >= 500;\", 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_mMYLghjHGndctcu3LMSiJX8U) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I query the number of big fish in the game, I will receive a count of those fish, using broader criteria.\n", + "Validation Criteria:\n", + "The result should be the count of fish that have been classified as big.\n", + "The result should reflect a revised definition of big fish in the game.\n", + "Result:\n", + "| | number_of_big_fish |\n", + "|---:|---------------------:|\n", + "| 0 | 0 |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT COUNT(*) AS number_of_big_fish FROM fish WHERE Size = 'Large' OR Size = 'X-Large' OR Size = 'XX-Large' OR Size = 'Medium' AND Sell >= 500;\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Failed\n", + "\n", + "Question Response Evaluation:\n", + "Question: How many big fish are there?\n", + "Result: Failed\n", + "Justification: The count of 0 big fish is inconsistent with known classifications of big fish in the game.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The result should be the count of fish that have been classified as big.\n", + "Result: Failed\n", + "Justification: The query correctly identifies fish sizes but returns 0.\n", + "\n", + "- Criterion: The result should reflect a revised definition of big fish in the game.\n", + "Result: Failed\n", + "Justification: The count of 0 does not accurately capture the presence of big fish based on their classification.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_IPv347JwNrMTNmDu7o0j3GFN): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I query the database for fish classified as big using a different criteria, then I will receive a count of those fish.\",\"validation_criteria\":[\"The result should include all fish deemed big in the game based on additional definitions.\",\"The count should reflect a combination of sizes and potential value for better classification.\"],\"query\":\"SELECT COUNT(*) AS number_of_big_fish FROM fish WHERE Size IN ('Large', 'X-Large', 'XX-Large') OR (Sell >= 500 AND Size = 'Medium');\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_IPv347JwNrMTNmDu7o0j3GFN\n", + "Input arguments: {'hypothesis': 'If I query the database for fish classified as big using a different criteria, then I will receive a count of those fish.', 'validation_criteria': ['The result should include all fish deemed big in the game based on additional definitions.', 'The count should reflect a combination of sizes and potential value for better classification.'], 'query': \"SELECT COUNT(*) AS number_of_big_fish FROM fish WHERE Size IN ('Large', 'X-Large', 'XX-Large') OR (Sell >= 500 AND Size = 'Medium');\", 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_IPv347JwNrMTNmDu7o0j3GFN) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I query the database for fish classified as big using a different criteria, then I will receive a count of those fish.\n", + "Validation Criteria:\n", + "The result should include all fish deemed big in the game based on additional definitions.\n", + "The count should reflect a combination of sizes and potential value for better classification.\n", + "Result:\n", + "| | number_of_big_fish |\n", + "|---:|---------------------:|\n", + "| 0 | 0 |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT COUNT(*) AS number_of_big_fish FROM fish WHERE Size IN ('Large', 'X-Large', 'XX-Large') OR (Sell >= 500 AND Size = 'Medium');\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Failed\n", + "\n", + "Question Response Evaluation:\n", + "Question: How many big fish are there?\n", + "Result: Failed\n", + "Justification: The count of big fish returned is 0, which contradicts known classifications of big fish in the game.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The result should include all fish deemed big in the game based on additional definitions.\n", + "Result: Failed\n", + "Justification: The query returns 0 big fish, suggesting an issue with the criteria as there are known big fish in the game.\n", + "\n", + "- Criterion: The count should reflect a combination of sizes and potential value for better classification.\n", + "Result: Failed\n", + "Justification: The combination of size and sell criteria returned a count of 0, which is incorrect.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_45wd3RrvPX8JXUkWazfdgIYE): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I query using different sizes and values, then I will retrieve a count of real big fish from the database.\",\"validation_criteria\":[\"The result must reflect known classifications of big fish in the game.\",\"The count should represent the various combinations of sizes and values for identifying big fish.\"],\"query\":\"SELECT COUNT(*) AS number_of_big_fish FROM fish WHERE Size IN ('Large', 'X-Large', 'XX-Large');\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_45wd3RrvPX8JXUkWazfdgIYE\n", + "Input arguments: {'hypothesis': 'If I query using different sizes and values, then I will retrieve a count of real big fish from the database.', 'validation_criteria': ['The result must reflect known classifications of big fish in the game.', 'The count should represent the various combinations of sizes and values for identifying big fish.'], 'query': \"SELECT COUNT(*) AS number_of_big_fish FROM fish WHERE Size IN ('Large', 'X-Large', 'XX-Large');\", 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_45wd3RrvPX8JXUkWazfdgIYE) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I query using different sizes and values, then I will retrieve a count of real big fish from the database.\n", + "Validation Criteria:\n", + "The result must reflect known classifications of big fish in the game.\n", + "The count should represent the various combinations of sizes and values for identifying big fish.\n", + "Result:\n", + "| | number_of_big_fish |\n", + "|---:|---------------------:|\n", + "| 0 | 0 |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT COUNT(*) AS number_of_big_fish FROM fish WHERE Size IN ('Large', 'X-Large', 'XX-Large');\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Failed\n", + "\n", + "Question Response Evaluation:\n", + "Question: How many big fish are there?\n", + "Result: Failed\n", + "Justification: The query returned a count of 0 for big fish, contradicting known classifications in the game.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The result must reflect known classifications of big fish in the game.\n", + "Result: Failed\n", + "Justification: The count of 0 does not match any known quantities of big fish present in the game.\n", + "\n", + "- Criterion: The count should represent the various combinations of sizes and values for identifying big fish.\n", + "Result: Failed\n", + "Justification: The query did not account for correctly defined big fish and returned a count of 0.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_0PiKZb3yfMvxjN37cJ0Xrb2N): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I query for fish classified as big based on known game data, then I will receive a count of the actual big fish present in the game.\",\"validation_criteria\":[\"The result must indicate the presence of known classifications of big fish in the game.\",\"The count should correlate with any historical data about the game.\"],\"query\":\"SELECT COUNT(*) AS number_of_big_fish FROM fish WHERE Size IN ('Large', 'X-Large', 'XX-Large') OR (Sell > 1000 AND Size = 'Medium');\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_0PiKZb3yfMvxjN37cJ0Xrb2N\n", + "Input arguments: {'hypothesis': 'If I query for fish classified as big based on known game data, then I will receive a count of the actual big fish present in the game.', 'validation_criteria': ['The result must indicate the presence of known classifications of big fish in the game.', 'The count should correlate with any historical data about the game.'], 'query': \"SELECT COUNT(*) AS number_of_big_fish FROM fish WHERE Size IN ('Large', 'X-Large', 'XX-Large') OR (Sell > 1000 AND Size = 'Medium');\", 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_0PiKZb3yfMvxjN37cJ0Xrb2N) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I query for fish classified as big based on known game data, then I will receive a count of the actual big fish present in the game.\n", + "Validation Criteria:\n", + "The result must indicate the presence of known classifications of big fish in the game.\n", + "The count should correlate with any historical data about the game.\n", + "Result:\n", + "| | number_of_big_fish |\n", + "|---:|---------------------:|\n", + "| 0 | 0 |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT COUNT(*) AS number_of_big_fish FROM fish WHERE Size IN ('Large', 'X-Large', 'XX-Large') OR (Sell > 1000 AND Size = 'Medium');\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n" + ] + }, + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[11], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m big_fish_res \u001b[38;5;241m=\u001b[39m \u001b[43mqueryer\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mauto_gen_func\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mHow many big fish are there?\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28mprint\u001b[39m(big_fish_res\u001b[38;5;241m.\u001b[39mresult)\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/contrib/learning/knowledge_function_swarm_agent.py:130\u001b[0m, in \u001b[0;36mKnowledgeFunctionSwarmAgent.auto_gen_func\u001b[0;34m(self, question, context_variables)\u001b[0m\n\u001b[1;32m 127\u001b[0m \u001b[38;5;66;03m# Must use findings and also must be run before every invocation\u001b[39;00m\n\u001b[1;32m 128\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_update_prompts(question)\n\u001b[0;32m--> 130\u001b[0m chat_result, final_context_variables, last_active_agent \u001b[38;5;241m=\u001b[39m \u001b[43minitiate_swarm_chat\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 131\u001b[0m \u001b[43m \u001b[49m\u001b[43minitial_agent\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_researcher\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 132\u001b[0m \u001b[43m \u001b[49m\u001b[43magents\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m[\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_researcher\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_result_validator\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_memory\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 133\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;66;43;03m# Trying out passing the memories in as messages\u001b[39;49;00m\n\u001b[1;32m 134\u001b[0m \u001b[43m \u001b[49m\u001b[43mmessages\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_get_messages\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43mf\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mInvoke the function to answer the question.\u001b[39;49m\u001b[38;5;130;43;01m\\n\u001b[39;49;00m\u001b[38;5;124;43mQuestion: \u001b[39;49m\u001b[38;5;132;43;01m{\u001b[39;49;00m\u001b[43mquestion\u001b[49m\u001b[38;5;132;43;01m}\u001b[39;49;00m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 135\u001b[0m \u001b[43m \u001b[49m\u001b[43mmax_rounds\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmax_rounds\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 136\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;66;43;03m# I think this works as a reference everywhere basically\u001b[39;49;00m\n\u001b[1;32m 137\u001b[0m \u001b[43m \u001b[49m\u001b[43mcontext_variables\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcontext_variables\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 138\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 140\u001b[0m auto_gen_result: AutoGenResult \u001b[38;5;241m=\u001b[39m AutoGenResult(\n\u001b[1;32m 141\u001b[0m result\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_pending_function_response\u001b[38;5;241m.\u001b[39mresult_data,\n\u001b[1;32m 142\u001b[0m question\u001b[38;5;241m=\u001b[39mquestion,\n\u001b[1;32m 143\u001b[0m function_response\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_pending_function_response,\n\u001b[1;32m 144\u001b[0m validation_result\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_pending_validation_result,\n\u001b[1;32m 145\u001b[0m )\n\u001b[1;32m 147\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m auto_gen_result\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/contrib/swarm_agent.py:469\u001b[0m, in \u001b[0;36minitiate_swarm_chat\u001b[0;34m(initial_agent, messages, agents, user_agent, max_rounds, context_variables, after_work)\u001b[0m\n\u001b[1;32m 466\u001b[0m last_message \u001b[38;5;241m=\u001b[39m processed_messages[\u001b[38;5;241m0\u001b[39m]\n\u001b[1;32m 467\u001b[0m clear_history \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[0;32m--> 469\u001b[0m chat_result \u001b[38;5;241m=\u001b[39m \u001b[43mlast_agent\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43minitiate_chat\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 470\u001b[0m \u001b[43m \u001b[49m\u001b[43mmanager\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 471\u001b[0m \u001b[43m \u001b[49m\u001b[43mmessage\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mlast_message\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 472\u001b[0m \u001b[43m \u001b[49m\u001b[43mclear_history\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mclear_history\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 473\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 475\u001b[0m _cleanup_temp_user_messages(chat_result)\n\u001b[1;32m 477\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m chat_result, context_variables, manager\u001b[38;5;241m.\u001b[39mlast_speaker\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/conversable_agent.py:1113\u001b[0m, in \u001b[0;36mConversableAgent.initiate_chat\u001b[0;34m(self, recipient, clear_history, silent, cache, max_turns, summary_method, summary_args, message, **kwargs)\u001b[0m\n\u001b[1;32m 1111\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 1112\u001b[0m msg2send \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mgenerate_init_message(message, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m-> 1113\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msend\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmsg2send\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrecipient\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msilent\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msilent\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1114\u001b[0m summary \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_summarize_chat(\n\u001b[1;32m 1115\u001b[0m summary_method,\n\u001b[1;32m 1116\u001b[0m summary_args,\n\u001b[1;32m 1117\u001b[0m recipient,\n\u001b[1;32m 1118\u001b[0m cache\u001b[38;5;241m=\u001b[39mcache,\n\u001b[1;32m 1119\u001b[0m )\n\u001b[1;32m 1120\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m agent \u001b[38;5;129;01min\u001b[39;00m [\u001b[38;5;28mself\u001b[39m, recipient]:\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/conversable_agent.py:805\u001b[0m, in \u001b[0;36mConversableAgent.send\u001b[0;34m(self, message, recipient, request_reply, silent)\u001b[0m\n\u001b[1;32m 803\u001b[0m valid \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_append_oai_message(message, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124massistant\u001b[39m\u001b[38;5;124m\"\u001b[39m, recipient, is_sending\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m 804\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m valid:\n\u001b[0;32m--> 805\u001b[0m \u001b[43mrecipient\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mreceive\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmessage\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrequest_reply\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msilent\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 806\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 807\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 808\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMessage can\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mt be converted into a valid ChatCompletion message. Either content or function_call must be provided.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 809\u001b[0m )\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/conversable_agent.py:913\u001b[0m, in \u001b[0;36mConversableAgent.receive\u001b[0;34m(self, message, sender, request_reply, silent)\u001b[0m\n\u001b[1;32m 911\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m request_reply \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mFalse\u001b[39;00m \u001b[38;5;129;01mor\u001b[39;00m request_reply \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mreply_at_receive[sender] \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mFalse\u001b[39;00m:\n\u001b[1;32m 912\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m\n\u001b[0;32m--> 913\u001b[0m reply \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgenerate_reply\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmessages\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mchat_messages\u001b[49m\u001b[43m[\u001b[49m\u001b[43msender\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msender\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msender\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 914\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m reply \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 915\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msend(reply, sender, silent\u001b[38;5;241m=\u001b[39msilent)\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/conversable_agent.py:2061\u001b[0m, in \u001b[0;36mConversableAgent.generate_reply\u001b[0;34m(self, messages, sender, **kwargs)\u001b[0m\n\u001b[1;32m 2059\u001b[0m \u001b[38;5;28;01mcontinue\u001b[39;00m\n\u001b[1;32m 2060\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_match_trigger(reply_func_tuple[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtrigger\u001b[39m\u001b[38;5;124m\"\u001b[39m], sender):\n\u001b[0;32m-> 2061\u001b[0m final, reply \u001b[38;5;241m=\u001b[39m \u001b[43mreply_func\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmessages\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmessages\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msender\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msender\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mconfig\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mreply_func_tuple\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mconfig\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 2062\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m logging_enabled():\n\u001b[1;32m 2063\u001b[0m log_event(\n\u001b[1;32m 2064\u001b[0m \u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m 2065\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mreply_func_executed\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 2069\u001b[0m reply\u001b[38;5;241m=\u001b[39mreply,\n\u001b[1;32m 2070\u001b[0m )\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/groupchat.py:1178\u001b[0m, in \u001b[0;36mGroupChatManager.run_chat\u001b[0;34m(self, messages, sender, config)\u001b[0m\n\u001b[1;32m 1176\u001b[0m iostream\u001b[38;5;241m.\u001b[39msend(GroupChatRunChatMessage(speaker\u001b[38;5;241m=\u001b[39mspeaker, silent\u001b[38;5;241m=\u001b[39msilent))\n\u001b[1;32m 1177\u001b[0m \u001b[38;5;66;03m# let the speaker speak\u001b[39;00m\n\u001b[0;32m-> 1178\u001b[0m reply \u001b[38;5;241m=\u001b[39m \u001b[43mspeaker\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgenerate_reply\u001b[49m\u001b[43m(\u001b[49m\u001b[43msender\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1179\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyboardInterrupt\u001b[39;00m:\n\u001b[1;32m 1180\u001b[0m \u001b[38;5;66;03m# let the admin agent speak if interrupted\u001b[39;00m\n\u001b[1;32m 1181\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m groupchat\u001b[38;5;241m.\u001b[39madmin_name \u001b[38;5;129;01min\u001b[39;00m groupchat\u001b[38;5;241m.\u001b[39magent_names:\n\u001b[1;32m 1182\u001b[0m \u001b[38;5;66;03m# admin agent is one of the participants\u001b[39;00m\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/conversable_agent.py:2061\u001b[0m, in \u001b[0;36mConversableAgent.generate_reply\u001b[0;34m(self, messages, sender, **kwargs)\u001b[0m\n\u001b[1;32m 2059\u001b[0m \u001b[38;5;28;01mcontinue\u001b[39;00m\n\u001b[1;32m 2060\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_match_trigger(reply_func_tuple[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtrigger\u001b[39m\u001b[38;5;124m\"\u001b[39m], sender):\n\u001b[0;32m-> 2061\u001b[0m final, reply \u001b[38;5;241m=\u001b[39m \u001b[43mreply_func\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmessages\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmessages\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msender\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msender\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mconfig\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mreply_func_tuple\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mconfig\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 2062\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m logging_enabled():\n\u001b[1;32m 2063\u001b[0m log_event(\n\u001b[1;32m 2064\u001b[0m \u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m 2065\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mreply_func_executed\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 2069\u001b[0m reply\u001b[38;5;241m=\u001b[39mreply,\n\u001b[1;32m 2070\u001b[0m )\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/conversable_agent.py:1432\u001b[0m, in \u001b[0;36mConversableAgent.generate_oai_reply\u001b[0;34m(self, messages, sender, config)\u001b[0m\n\u001b[1;32m 1430\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m messages \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 1431\u001b[0m messages \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_oai_messages[sender]\n\u001b[0;32m-> 1432\u001b[0m extracted_response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_generate_oai_reply_from_client\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 1433\u001b[0m \u001b[43m \u001b[49m\u001b[43mclient\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_oai_system_message\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mmessages\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mclient_cache\u001b[49m\n\u001b[1;32m 1434\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1435\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m (\u001b[38;5;28;01mFalse\u001b[39;00m, \u001b[38;5;28;01mNone\u001b[39;00m) \u001b[38;5;28;01mif\u001b[39;00m extracted_response \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m (\u001b[38;5;28;01mTrue\u001b[39;00m, extracted_response)\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/conversable_agent.py:1451\u001b[0m, in \u001b[0;36mConversableAgent._generate_oai_reply_from_client\u001b[0;34m(self, llm_client, messages, cache)\u001b[0m\n\u001b[1;32m 1448\u001b[0m all_messages\u001b[38;5;241m.\u001b[39mappend(message)\n\u001b[1;32m 1450\u001b[0m \u001b[38;5;66;03m# TODO: #1143 handle token limit exceeded error\u001b[39;00m\n\u001b[0;32m-> 1451\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[43mllm_client\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcreate\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 1452\u001b[0m \u001b[43m \u001b[49m\u001b[43mcontext\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmessages\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m]\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpop\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mcontext\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1453\u001b[0m \u001b[43m \u001b[49m\u001b[43mmessages\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mall_messages\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1454\u001b[0m \u001b[43m \u001b[49m\u001b[43mcache\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcache\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1455\u001b[0m \u001b[43m \u001b[49m\u001b[43magent\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1456\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1457\u001b[0m extracted_response \u001b[38;5;241m=\u001b[39m llm_client\u001b[38;5;241m.\u001b[39mextract_text_or_completion_object(response)[\u001b[38;5;241m0\u001b[39m]\n\u001b[1;32m 1459\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m extracted_response \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n", + "File \u001b[0;32m/workspaces/ag2/autogen/oai/client.py:873\u001b[0m, in \u001b[0;36mOpenAIWrapper.create\u001b[0;34m(self, **config)\u001b[0m\n\u001b[1;32m 871\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m 872\u001b[0m request_ts \u001b[38;5;241m=\u001b[39m get_current_ts()\n\u001b[0;32m--> 873\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[43mclient\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcreate\u001b[49m\u001b[43m(\u001b[49m\u001b[43mparams\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 874\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m APITimeoutError \u001b[38;5;28;01mas\u001b[39;00m err:\n\u001b[1;32m 875\u001b[0m logger\u001b[38;5;241m.\u001b[39mdebug(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mconfig \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mi\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m timed out\u001b[39m\u001b[38;5;124m\"\u001b[39m, exc_info\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n", + "File \u001b[0;32m/workspaces/ag2/autogen/oai/client.py:418\u001b[0m, in \u001b[0;36mOpenAIClient.create\u001b[0;34m(self, params)\u001b[0m\n\u001b[1;32m 416\u001b[0m params \u001b[38;5;241m=\u001b[39m params\u001b[38;5;241m.\u001b[39mcopy()\n\u001b[1;32m 417\u001b[0m params[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstream\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[0;32m--> 418\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[43mcreate_or_parse\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mparams\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 420\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m response\n", + "File \u001b[0;32m/workspaces/ag2/autogen/oai/client.py:302\u001b[0m, in \u001b[0;36mOpenAIClient.create.._create_or_parse\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 300\u001b[0m kwargs\u001b[38;5;241m.\u001b[39mpop(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstream\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 301\u001b[0m kwargs[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mresponse_format\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m type_to_response_format_param(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mresponse_format)\n\u001b[0;32m--> 302\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_oai_client\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mchat\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcompletions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcreate\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/openai/_utils/_utils.py:279\u001b[0m, in \u001b[0;36mrequired_args..inner..wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 277\u001b[0m msg \u001b[38;5;241m=\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMissing required argument: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mquote(missing[\u001b[38;5;241m0\u001b[39m])\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 278\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m(msg)\n\u001b[0;32m--> 279\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/openai/resources/chat/completions.py:859\u001b[0m, in \u001b[0;36mCompletions.create\u001b[0;34m(self, messages, model, audio, frequency_penalty, function_call, functions, logit_bias, logprobs, max_completion_tokens, max_tokens, metadata, modalities, n, parallel_tool_calls, prediction, presence_penalty, reasoning_effort, response_format, seed, service_tier, stop, store, stream, stream_options, temperature, tool_choice, tools, top_logprobs, top_p, user, extra_headers, extra_query, extra_body, timeout)\u001b[0m\n\u001b[1;32m 817\u001b[0m \u001b[38;5;129m@required_args\u001b[39m([\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmessages\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmodel\u001b[39m\u001b[38;5;124m\"\u001b[39m], [\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmessages\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmodel\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstream\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n\u001b[1;32m 818\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21mcreate\u001b[39m(\n\u001b[1;32m 819\u001b[0m \u001b[38;5;28mself\u001b[39m,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 856\u001b[0m timeout: \u001b[38;5;28mfloat\u001b[39m \u001b[38;5;241m|\u001b[39m httpx\u001b[38;5;241m.\u001b[39mTimeout \u001b[38;5;241m|\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;241m|\u001b[39m NotGiven \u001b[38;5;241m=\u001b[39m NOT_GIVEN,\n\u001b[1;32m 857\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m ChatCompletion \u001b[38;5;241m|\u001b[39m Stream[ChatCompletionChunk]:\n\u001b[1;32m 858\u001b[0m validate_response_format(response_format)\n\u001b[0;32m--> 859\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_post\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 860\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m/chat/completions\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 861\u001b[0m \u001b[43m \u001b[49m\u001b[43mbody\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmaybe_transform\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 862\u001b[0m \u001b[43m \u001b[49m\u001b[43m{\u001b[49m\n\u001b[1;32m 863\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mmessages\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mmessages\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 864\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mmodel\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 865\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43maudio\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43maudio\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 866\u001b[0m \u001b[43m 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\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mmetadata\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mmetadata\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 874\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mmodalities\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mmodalities\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 875\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mn\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mn\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 876\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mparallel_tool_calls\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mparallel_tool_calls\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 877\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mprediction\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mprediction\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 878\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mpresence_penalty\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mpresence_penalty\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 879\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mreasoning_effort\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mreasoning_effort\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 880\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mresponse_format\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m 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\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m ResponseT \u001b[38;5;241m|\u001b[39m _StreamT:\n\u001b[1;32m 1280\u001b[0m opts \u001b[38;5;241m=\u001b[39m FinalRequestOptions\u001b[38;5;241m.\u001b[39mconstruct(\n\u001b[1;32m 1281\u001b[0m method\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpost\u001b[39m\u001b[38;5;124m\"\u001b[39m, url\u001b[38;5;241m=\u001b[39mpath, json_data\u001b[38;5;241m=\u001b[39mbody, files\u001b[38;5;241m=\u001b[39mto_httpx_files(files), \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39moptions\n\u001b[1;32m 1282\u001b[0m )\n\u001b[0;32m-> 1283\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m cast(ResponseT, \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcast_to\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mopts\u001b[49m\u001b[43m,\u001b[49m\u001b[43m 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962\u001b[0m \u001b[43m \u001b[49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 963\u001b[0m \u001b[43m \u001b[49m\u001b[43mstream\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 964\u001b[0m \u001b[43m \u001b[49m\u001b[43mstream_cls\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream_cls\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 965\u001b[0m \u001b[43m \u001b[49m\u001b[43mretries_taken\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mretries_taken\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 966\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/openai/_base_client.py:996\u001b[0m, in \u001b[0;36mSyncAPIClient._request\u001b[0;34m(self, cast_to, options, retries_taken, stream, stream_cls)\u001b[0m\n\u001b[1;32m 993\u001b[0m log\u001b[38;5;241m.\u001b[39mdebug(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mSending HTTP Request: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, request\u001b[38;5;241m.\u001b[39mmethod, request\u001b[38;5;241m.\u001b[39murl)\n\u001b[1;32m 995\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 996\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_client\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msend\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 997\u001b[0m \u001b[43m \u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 998\u001b[0m \u001b[43m \u001b[49m\u001b[43mstream\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01mor\u001b[39;49;00m\u001b[43m 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\u001b[0;32m~/.local/lib/python3.9/site-packages/httpx/_client.py:926\u001b[0m, in \u001b[0;36mClient.send\u001b[0;34m(self, request, stream, auth, follow_redirects)\u001b[0m\n\u001b[1;32m 922\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_set_timeout(request)\n\u001b[1;32m 924\u001b[0m auth \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_build_request_auth(request, auth)\n\u001b[0;32m--> 926\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_send_handling_auth\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 927\u001b[0m \u001b[43m \u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 928\u001b[0m \u001b[43m \u001b[49m\u001b[43mauth\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mauth\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 929\u001b[0m \u001b[43m \u001b[49m\u001b[43mfollow_redirects\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfollow_redirects\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 930\u001b[0m \u001b[43m \u001b[49m\u001b[43mhistory\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m[\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 931\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 932\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m 933\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m stream:\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpx/_client.py:954\u001b[0m, in \u001b[0;36mClient._send_handling_auth\u001b[0;34m(self, request, auth, follow_redirects, history)\u001b[0m\n\u001b[1;32m 951\u001b[0m request \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mnext\u001b[39m(auth_flow)\n\u001b[1;32m 953\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[0;32m--> 954\u001b[0m response 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history)\u001b[0m\n\u001b[1;32m 988\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m hook \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_event_hooks[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrequest\u001b[39m\u001b[38;5;124m\"\u001b[39m]:\n\u001b[1;32m 989\u001b[0m hook(request)\n\u001b[0;32m--> 991\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_send_single_request\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 992\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m 993\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m hook \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_event_hooks[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mresponse\u001b[39m\u001b[38;5;124m\"\u001b[39m]:\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpx/_client.py:1027\u001b[0m, in \u001b[0;36mClient._send_single_request\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m 1022\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mRuntimeError\u001b[39;00m(\n\u001b[1;32m 1023\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mAttempted to send an async request with a sync Client instance.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 1024\u001b[0m )\n\u001b[1;32m 1026\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m request_context(request\u001b[38;5;241m=\u001b[39mrequest):\n\u001b[0;32m-> 1027\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[43mtransport\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mhandle_request\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1029\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(response\u001b[38;5;241m.\u001b[39mstream, SyncByteStream)\n\u001b[1;32m 1031\u001b[0m response\u001b[38;5;241m.\u001b[39mrequest \u001b[38;5;241m=\u001b[39m request\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpx/_transports/default.py:236\u001b[0m, in \u001b[0;36mHTTPTransport.handle_request\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m 223\u001b[0m req \u001b[38;5;241m=\u001b[39m httpcore\u001b[38;5;241m.\u001b[39mRequest(\n\u001b[1;32m 224\u001b[0m method\u001b[38;5;241m=\u001b[39mrequest\u001b[38;5;241m.\u001b[39mmethod,\n\u001b[1;32m 225\u001b[0m url\u001b[38;5;241m=\u001b[39mhttpcore\u001b[38;5;241m.\u001b[39mURL(\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 233\u001b[0m extensions\u001b[38;5;241m=\u001b[39mrequest\u001b[38;5;241m.\u001b[39mextensions,\n\u001b[1;32m 234\u001b[0m )\n\u001b[1;32m 235\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m map_httpcore_exceptions():\n\u001b[0;32m--> 236\u001b[0m resp \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_pool\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mhandle_request\u001b[49m\u001b[43m(\u001b[49m\u001b[43mreq\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 238\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(resp\u001b[38;5;241m.\u001b[39mstream, typing\u001b[38;5;241m.\u001b[39mIterable)\n\u001b[1;32m 240\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m Response(\n\u001b[1;32m 241\u001b[0m status_code\u001b[38;5;241m=\u001b[39mresp\u001b[38;5;241m.\u001b[39mstatus,\n\u001b[1;32m 242\u001b[0m headers\u001b[38;5;241m=\u001b[39mresp\u001b[38;5;241m.\u001b[39mheaders,\n\u001b[1;32m 243\u001b[0m stream\u001b[38;5;241m=\u001b[39mResponseStream(resp\u001b[38;5;241m.\u001b[39mstream),\n\u001b[1;32m 244\u001b[0m extensions\u001b[38;5;241m=\u001b[39mresp\u001b[38;5;241m.\u001b[39mextensions,\n\u001b[1;32m 245\u001b[0m )\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpcore/_sync/connection_pool.py:256\u001b[0m, in \u001b[0;36mConnectionPool.handle_request\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m 253\u001b[0m closing \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_assign_requests_to_connections()\n\u001b[1;32m 255\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_close_connections(closing)\n\u001b[0;32m--> 256\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m exc \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m 258\u001b[0m \u001b[38;5;66;03m# Return the response. Note that in this case we still have to manage\u001b[39;00m\n\u001b[1;32m 259\u001b[0m \u001b[38;5;66;03m# the point at which the response is closed.\u001b[39;00m\n\u001b[1;32m 260\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(response\u001b[38;5;241m.\u001b[39mstream, typing\u001b[38;5;241m.\u001b[39mIterable)\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpcore/_sync/connection_pool.py:236\u001b[0m, in \u001b[0;36mConnectionPool.handle_request\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m 232\u001b[0m connection \u001b[38;5;241m=\u001b[39m pool_request\u001b[38;5;241m.\u001b[39mwait_for_connection(timeout\u001b[38;5;241m=\u001b[39mtimeout)\n\u001b[1;32m 234\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m 235\u001b[0m \u001b[38;5;66;03m# Send the request on the assigned connection.\u001b[39;00m\n\u001b[0;32m--> 236\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[43mconnection\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mhandle_request\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 237\u001b[0m \u001b[43m \u001b[49m\u001b[43mpool_request\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrequest\u001b[49m\n\u001b[1;32m 238\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 239\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m ConnectionNotAvailable:\n\u001b[1;32m 240\u001b[0m \u001b[38;5;66;03m# In some cases a connection may initially be available to\u001b[39;00m\n\u001b[1;32m 241\u001b[0m \u001b[38;5;66;03m# handle a request, but then become unavailable.\u001b[39;00m\n\u001b[1;32m 242\u001b[0m \u001b[38;5;66;03m#\u001b[39;00m\n\u001b[1;32m 243\u001b[0m \u001b[38;5;66;03m# In this case we clear the connection and try again.\u001b[39;00m\n\u001b[1;32m 244\u001b[0m pool_request\u001b[38;5;241m.\u001b[39mclear_connection()\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpcore/_sync/connection.py:103\u001b[0m, in \u001b[0;36mHTTPConnection.handle_request\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m 100\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_connect_failed \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[1;32m 101\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m exc\n\u001b[0;32m--> 103\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_connection\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mhandle_request\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpcore/_sync/http11.py:136\u001b[0m, in \u001b[0;36mHTTP11Connection.handle_request\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m 134\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m Trace(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mresponse_closed\u001b[39m\u001b[38;5;124m\"\u001b[39m, logger, request) \u001b[38;5;28;01mas\u001b[39;00m trace:\n\u001b[1;32m 135\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_response_closed()\n\u001b[0;32m--> 136\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m exc\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpcore/_sync/http11.py:106\u001b[0m, in \u001b[0;36mHTTP11Connection.handle_request\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m 95\u001b[0m \u001b[38;5;28;01mpass\u001b[39;00m\n\u001b[1;32m 97\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m Trace(\n\u001b[1;32m 98\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mreceive_response_headers\u001b[39m\u001b[38;5;124m\"\u001b[39m, logger, request, kwargs\n\u001b[1;32m 99\u001b[0m ) \u001b[38;5;28;01mas\u001b[39;00m trace:\n\u001b[1;32m 100\u001b[0m (\n\u001b[1;32m 101\u001b[0m http_version,\n\u001b[1;32m 102\u001b[0m status,\n\u001b[1;32m 103\u001b[0m reason_phrase,\n\u001b[1;32m 104\u001b[0m headers,\n\u001b[1;32m 105\u001b[0m trailing_data,\n\u001b[0;32m--> 106\u001b[0m ) \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_receive_response_headers\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 107\u001b[0m trace\u001b[38;5;241m.\u001b[39mreturn_value \u001b[38;5;241m=\u001b[39m (\n\u001b[1;32m 108\u001b[0m http_version,\n\u001b[1;32m 109\u001b[0m status,\n\u001b[1;32m 110\u001b[0m reason_phrase,\n\u001b[1;32m 111\u001b[0m headers,\n\u001b[1;32m 112\u001b[0m )\n\u001b[1;32m 114\u001b[0m network_stream \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_network_stream\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpcore/_sync/http11.py:177\u001b[0m, in \u001b[0;36mHTTP11Connection._receive_response_headers\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m 174\u001b[0m timeout \u001b[38;5;241m=\u001b[39m timeouts\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mread\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28;01mNone\u001b[39;00m)\n\u001b[1;32m 176\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[0;32m--> 177\u001b[0m event \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_receive_event\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 178\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(event, h11\u001b[38;5;241m.\u001b[39mResponse):\n\u001b[1;32m 179\u001b[0m \u001b[38;5;28;01mbreak\u001b[39;00m\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpcore/_sync/http11.py:217\u001b[0m, in \u001b[0;36mHTTP11Connection._receive_event\u001b[0;34m(self, timeout)\u001b[0m\n\u001b[1;32m 214\u001b[0m event \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_h11_state\u001b[38;5;241m.\u001b[39mnext_event()\n\u001b[1;32m 216\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m event \u001b[38;5;129;01mis\u001b[39;00m h11\u001b[38;5;241m.\u001b[39mNEED_DATA:\n\u001b[0;32m--> 217\u001b[0m data \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_network_stream\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 218\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mREAD_NUM_BYTES\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout\u001b[49m\n\u001b[1;32m 219\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 221\u001b[0m \u001b[38;5;66;03m# If we feed this case through h11 we'll raise an exception like:\u001b[39;00m\n\u001b[1;32m 222\u001b[0m \u001b[38;5;66;03m#\u001b[39;00m\n\u001b[1;32m 223\u001b[0m \u001b[38;5;66;03m# httpcore.RemoteProtocolError: can't handle event type\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 227\u001b[0m \u001b[38;5;66;03m# perspective. Instead we handle this case distinctly and treat\u001b[39;00m\n\u001b[1;32m 228\u001b[0m \u001b[38;5;66;03m# it as a ConnectError.\u001b[39;00m\n\u001b[1;32m 229\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m data \u001b[38;5;241m==\u001b[39m \u001b[38;5;124mb\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_h11_state\u001b[38;5;241m.\u001b[39mtheir_state \u001b[38;5;241m==\u001b[39m h11\u001b[38;5;241m.\u001b[39mSEND_RESPONSE:\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpcore/_backends/sync.py:128\u001b[0m, in \u001b[0;36mSyncStream.read\u001b[0;34m(self, max_bytes, timeout)\u001b[0m\n\u001b[1;32m 126\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m map_exceptions(exc_map):\n\u001b[1;32m 127\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_sock\u001b[38;5;241m.\u001b[39msettimeout(timeout)\n\u001b[0;32m--> 128\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_sock\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrecv\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmax_bytes\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m/usr/local/lib/python3.9/ssl.py:1260\u001b[0m, in \u001b[0;36mSSLSocket.recv\u001b[0;34m(self, buflen, flags)\u001b[0m\n\u001b[1;32m 1256\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m flags \u001b[38;5;241m!=\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m 1257\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 1258\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnon-zero flags not allowed in calls to recv() on \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m%\u001b[39m\n\u001b[1;32m 1259\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__class__\u001b[39m)\n\u001b[0;32m-> 1260\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\u001b[43mbuflen\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1261\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 1262\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28msuper\u001b[39m()\u001b[38;5;241m.\u001b[39mrecv(buflen, flags)\n", + "File \u001b[0;32m/usr/local/lib/python3.9/ssl.py:1135\u001b[0m, in \u001b[0;36mSSLSocket.read\u001b[0;34m(self, len, buffer)\u001b[0m\n\u001b[1;32m 1133\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_sslobj\u001b[38;5;241m.\u001b[39mread(\u001b[38;5;28mlen\u001b[39m, buffer)\n\u001b[1;32m 1134\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m-> 1135\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_sslobj\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mlen\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1136\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m SSLError \u001b[38;5;28;01mas\u001b[39;00m x:\n\u001b[1;32m 1137\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m x\u001b[38;5;241m.\u001b[39margs[\u001b[38;5;241m0\u001b[39m] \u001b[38;5;241m==\u001b[39m SSL_ERROR_EOF \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msuppress_ragged_eofs:\n", + "\u001b[0;31mKeyboardInterrupt\u001b[0m: " + ] + } + ], + "source": [ + "big_fish_res = queryer.auto_gen_func(\"How many big fish are there?\")\n", + "\n", + "print(big_fish_res.result)" + ] + }, + { + "cell_type": "markdown", + "id": "4256dd85", + "metadata": {}, + "source": [ + "#### Lets have the agent examine the sizes " + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "8b026ae7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[AutoGenResult(result= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, question='List the available tables. Only use valid DuckDB syntax.', function_response=FunctionResponse(function=, hypothesis='If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', args=[], kwargs={'query': \"SELECT name FROM sqlite_master WHERE type='table';\"}, result_data= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, result_str='| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |', validation_criteria=['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='List the available tables. Only use valid DuckDB syntax.', result=True, justification='The response provided a complete list of table names, which satisfies the question.'), criteria_results=[CriterionResult(criterion='The response should contain the names of tables present in the database.', result=True, justification='The result includes a comprehensive list of table names.'), CriterionResult(criterion='The syntax used should be valid DuckDB SQL syntax.', result=True, justification=\"The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\"), CriterionResult(criterion='The response should represent the results in a clear markdown format.', result=True, justification='The results are presented in a clear tabular markdown format, making it easy to read.')])), AutoGenResult(result={'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}, question=\"Summarize the following table: accessories\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Type | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:----------------------|:------------|:------|:------|-------:|:-----------|:----------|:-------|:--------------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:---------|:------------------------------|:----------------------------|:----------------------|:-------------|:--------------------------|--------------:|:------------------|\\n| 0 | 3D glasses | White | False | 490 | 122 | White | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed0 | 4463 | FNxEraBTeWRiCvtFu |\\n| 1 | 3D glasses | Black | False | 490 | 122 | Black | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed1 | 11020 | mM9SXPCcGPfPJAmtm |\\n| 2 | bandage | Beige | False | 140 | 35 | Beige | White | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Active | outdoorsy; comfy; sporty | AccessoryMouth | False | For sale | AccessoryMouthBandageSkin | 4677 | 2qFT5iPkk8bREvpkj |\\n| 3 | beak | Yellow | False | 490 | 122 | Yellow | Yellow | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Cute | fairy tale; party; theatrical | AccessoryMouthInvisibleNose | False | For sale | AccessoryMouthBeakYellow | 3549 | T5CpsJi4xBSachNL5 |\\n| 4 | birthday shades | Yellow | False | NFS | 620 | Yellow | Red | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday0 | 4510 | S6CiB9ZvzBTMhEnDz |\\n| 5 | birthday shades | Pink | False | NFS | 620 | Pink | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday1 | 11217 | g3MPcmAKM4z5h8KYX |\\n| 6 | birthday shades | Red | False | NFS | 620 | Red | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday2 | 11218 | ojXoAAj8Bs2XgRiWB |\\n| 7 | birthday shades | Blue | False | NFS | 620 | Light blue | Green | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday3 | 11219 | Yr9mRJaZM44554oTS |\\n| 8 | bottom-rimmed glasses | Red | False | 1100 | 275 | Red | Red | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose0 | 4597 | ZHqtvcoqqDpJLf9Pc |\\n| 9 | bottom-rimmed glasses | Purple | False | 1100 | 275 | Purple | Purple | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose1 | 11081 | akRhFD3qeJEPM7WiD |\", function_response=FunctionResponse(function=, hypothesis='If I summarize the accessories table, then I will have a concise overview of its contents.', args=[], kwargs={'table_summary': {'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}}, result_data={'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}, result_str=\"{'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}\", validation_criteria=['The table name should be accurate and match the provided table.', 'The summary should convey the purpose and content of the table in a maximum of three sentences.', 'All columns of the table should be listed with their respective types and a summary of their values.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: accessories', result=True, justification=\"The summary accurately presents an overview of the table's contents, including a brief description of the accessories and the structure of the data.\"), criteria_results=[CriterionResult(criterion='The table name should be accurate and match the provided table.', result=True, justification=\"The table name 'accessories' matches the provided table.\"), CriterionResult(criterion='The summary should convey the purpose and content of the table in a maximum of three sentences.', result=True, justification='The summary effectively conveys the purpose and content of the table in three concise sentences.'), CriterionResult(criterion='All columns of the table should be listed with their respective types and a summary of their values.', result=True, justification='The summary includes all columns along with their types and a brief summary of their values.')])), AutoGenResult(result={'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}, question=\"Summarize the following table: achievements\\n| | Name | Award Criteria | # | Internal ID | Internal Name | Internal Category | Num of Tiers | Tier 1 | Tier 2 | Tier 3 | Tier 4 | Tier 5 | Reward Tier 1 | Reward Tier 2 | Reward Tier 3 | Reward Tier 4 | Reward Tier 5 | Reward Tier 6 | Sequential | Version | Unique Entry ID |\\n|---:|:------------------------|:---------------------------------------------------------------------|----:|--------------:|:------------------|:--------------------|---------------:|---------:|---------:|---------:|---------:|---------:|----------------:|----------------:|----------------:|----------------:|----------------:|----------------:|:-------------|:----------|:------------------|\\n| 0 | (island name) Miles! | Awarded when Nook Miles program is first unlocked | 1 | 53 | ImmigratetoIsland | Event | 1 | 1 | 0 | 0 | 0 | 0 | 500 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | QvQq6d4qJgCiBkMLX |\\n| 1 | Angling for Perfection! | Number of total fish caught | 2 | 0 | CatchFish | Fish | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | wkj9WzycBpxtq6CDG |\\n| 2 | Island Ichthyologist | Number of unique fish caught | 3 | 3 | FillFishList | Fish | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | Ajpkv8wXcZLqM8bMT |\\n| 3 | Island Togetherness | Number of days in which you've talked to every one of your villagers | 4 | 68 | GreetAllVillager | Communication | 5 | 1 | 10 | 20 | 30 | 50 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | syoxyxWL7ymwpKpGN |\\n| 4 | You've Got the Bug | Number of total bugs caught | 5 | 1 | CatchInsect | Insect | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | weJ4f9MDdBuzLBrBM |\\n| 5 | Bugs Don't Bug Me | Number of unique bugs caught | 6 | 4 | FillInsectList | Insect | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | ttRSm74XC4MzSHgnX |\\n| 6 | Have a Nice DIY! | Number of DIY recipes collected | 7 | 55 | FillRecipeList | DIY | 5 | 10 | 50 | 100 | 150 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | fsanquagmfwNCY8wW |\\n| 7 | DIY Tools | Number of tools you've crafted | 8 | 72 | DIYTool | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | 6k5CnRgbm55m93jMT |\\n| 8 | DIY Furniture | Number of furniture pieces you've crafted | 9 | 73 | DIYFurniture | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | TprrYjwsCvZbDdcvK |\\n| 9 | Furniture Freshener | Number of times you've customized furniture at a workbench | 10 | 14 | RemakeFurniture | DIY | 5 | 5 | 20 | 50 | 100 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | viHJXo8XB8C3h259Q |\", function_response=FunctionResponse(function=, hypothesis='if the achievements table is summarized, then the summary will highlight the main features and purpose of the table.', args=[], kwargs={'table_summary': {'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}}, result_data={'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}, result_str=\"{'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}\", validation_criteria=['the summary includes the main purpose of the achievements table', 'the summary mentions the key columns present in the table', 'the summary is concise, containing no more than three sentences']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: achievements', result=True, justification='The summary effectively captures the main purpose of the achievements table, which is to provide a list of awards and their corresponding criteria, tiers, and rewards. It also highlights key columns in the table and remains concise.'), criteria_results=[CriterionResult(criterion='the summary includes the main purpose of the achievements table', result=True, justification='The summary states that the achievements table lists various awards that players can unlock in a game along with criteria needed to earn them.'), CriterionResult(criterion='the summary mentions the key columns present in the table', result=True, justification=\"The summary includes a detailed description of key columns such as 'Name', 'Award Criteria', 'Num of Tiers', and the 'Tier' and 'Reward' columns.\"), CriterionResult(criterion='the summary is concise, containing no more than three sentences', result=True, justification='The summary contains three sentences that concisely summarize the table.')])), AutoGenResult(result={'table_name': 'art', 'table_summary': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Various names of artworks and sculptures.'}, {'column_name': 'Genuine', 'column_type': 'bool', 'values_summary': 'Indicates whether the artwork is genuine (True) or fake (False).'}, {'column_name': 'Category', 'column_type': 'str', 'values_summary': 'Categories indicate the type of artwork such as painting or sculpture.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price in currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price or zero if not for sale.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Main color description (if applicable).'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color description (if applicable).'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Dimensions of the artwork.'}, {'column_name': 'Real Artwork Title', 'column_type': 'str', 'values_summary': 'The actual title of the artwork.'}, {'column_name': 'Artist', 'column_type': 'str', 'values_summary': 'Name of the artist associated with the artwork.'}, {'column_name': 'Museum Description', 'column_type': 'str', 'values_summary': 'A brief background or description provided by the museum.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Reference to where the artwork is sourced from.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Any notes relevant to the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Denotes the version of the artwork in the collection.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept classification from the HHA system.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept classification from the HHA system.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'Series classification for the artwork.'}, {'column_name': 'HHA Set', 'column_type': 'str', 'values_summary': 'Set classification of the artwork.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Indicates if the artwork has an interactive feature.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag designation for the artwork.'}, {'column_name': 'Speaker Type', 'column_type': 'str', 'values_summary': 'Describes the type of speaker associated with the artwork.'}, {'column_name': 'Lighting Type', 'column_type': 'str', 'values_summary': 'Type of lighting the artwork features.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog number or identifier.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename for the associated image or document.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the artwork.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Global unique identifier for the entry.'}]}, question='Summarize the following table: art\\n| | Name | Genuine | Category | Buy | Sell | Color 1 | Color 2 | Size | Real Artwork Title | Artist | Museum Description | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | HHA Set | Interact | Tag | Speaker Type | Lighting Type | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:----------|:--------------|------:|-------:|:----------|:----------|:-------|:------------------------------------------|:----------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------|:---------------|:----------|:----------------|:----------------|:-------------|:----------|:-----------|:----------|:--------------------|:----------------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | academic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianMan | 12619 | xfTf9sfyLkxHQEz4u |\\n| 1 | academic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianManFake | 12620 | 5KNFAo3LkdTTJPQkd |\\n| 2 | amazing painting | True | Wall-mounted | 4980 | 1245 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatch | 56 | Sg6MCSG3m9tvjGWoj |\\n| 3 | amazing painting | False | Wall-mounted | 4980 | 0 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatchFake | 55 | vc2Ebu4Pkn443zYiN |\\n| 4 | ancient statue | True | Miscellaneous | 4980 | 1245 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguu | 1337 | zpAsguge9Yb29ksjS |\\n| 5 | ancient statue | False | Miscellaneous | 4980 | 0 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguuFake | 1338 | fXbsrcXirg6miBoqT |\\n| 6 | basic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoy | 14 | Xhn8ZjtbdZeET3NXR |\\n| 7 | basic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoyFake | 13 | o4px7Mx9g2Zk6NHvC |\\n| 8 | beautiful statue | True | Housewares | 4980 | 1245 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMilo | 1341 | iscap6FsmDZdNP5dw |\\n| 9 | beautiful statue | False | Housewares | 4980 | 0 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMiloFake | 1342 | w9vrMbhJNj6JHkznu |', function_response=FunctionResponse(function=, hypothesis=\"If the function summarizes the art table, then it will provide a concise overview of the table's content and purpose.\", args=[], kwargs={'table_summary': {'table_name': 'art', 'table_summary': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Various names of artworks and sculptures.'}, {'column_name': 'Genuine', 'column_type': 'bool', 'values_summary': 'Indicates whether the artwork is genuine (True) or fake (False).'}, {'column_name': 'Category', 'column_type': 'str', 'values_summary': 'Categories indicate the type of artwork such as painting or sculpture.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price in currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price or zero if not for sale.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Main color description (if applicable).'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color description (if applicable).'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Dimensions of the artwork.'}, {'column_name': 'Real Artwork Title', 'column_type': 'str', 'values_summary': 'The actual title of the artwork.'}, {'column_name': 'Artist', 'column_type': 'str', 'values_summary': 'Name of the artist associated with the artwork.'}, {'column_name': 'Museum Description', 'column_type': 'str', 'values_summary': 'A brief background or description provided by the museum.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Reference to where the artwork is sourced from.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Any notes relevant to the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Denotes the version of the artwork in the collection.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept classification from the HHA system.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept classification from the HHA system.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'Series classification for the artwork.'}, {'column_name': 'HHA Set', 'column_type': 'str', 'values_summary': 'Set classification of the artwork.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Indicates if the artwork has an interactive feature.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag designation for the artwork.'}, {'column_name': 'Speaker Type', 'column_type': 'str', 'values_summary': 'Describes the type of speaker associated with the artwork.'}, {'column_name': 'Lighting Type', 'column_type': 'str', 'values_summary': 'Type of lighting the artwork features.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog number or identifier.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename for the associated image or document.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the artwork.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Global unique identifier for the entry.'}]}}, result_data={'table_name': 'art', 'table_summary': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Various names of artworks and sculptures.'}, {'column_name': 'Genuine', 'column_type': 'bool', 'values_summary': 'Indicates whether the artwork is genuine (True) or fake (False).'}, {'column_name': 'Category', 'column_type': 'str', 'values_summary': 'Categories indicate the type of artwork such as painting or sculpture.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price in currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price or zero if not for sale.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Main color description (if applicable).'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color description (if applicable).'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Dimensions of the artwork.'}, {'column_name': 'Real Artwork Title', 'column_type': 'str', 'values_summary': 'The actual title of the artwork.'}, {'column_name': 'Artist', 'column_type': 'str', 'values_summary': 'Name of the artist associated with the artwork.'}, {'column_name': 'Museum Description', 'column_type': 'str', 'values_summary': 'A brief background or description provided by the museum.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Reference to where the artwork is sourced from.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Any notes relevant to the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Denotes the version of the artwork in the collection.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept classification from the HHA system.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept classification from the HHA system.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'Series classification for the artwork.'}, {'column_name': 'HHA Set', 'column_type': 'str', 'values_summary': 'Set classification of the artwork.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Indicates if the artwork has an interactive feature.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag designation for the artwork.'}, {'column_name': 'Speaker Type', 'column_type': 'str', 'values_summary': 'Describes the type of speaker associated with the artwork.'}, {'column_name': 'Lighting Type', 'column_type': 'str', 'values_summary': 'Type of lighting the artwork features.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog number or identifier.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename for the associated image or document.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the artwork.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Global unique identifier for the entry.'}]}, result_str='{\\'table_name\\': \\'art\\', \\'table_summary\\': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork\\'s aesthetics, historical context, and museum source.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Various names of artworks and sculptures.\\'}, {\\'column_name\\': \\'Genuine\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates whether the artwork is genuine (True) or fake (False).\\'}, {\\'column_name\\': \\'Category\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Categories indicate the type of artwork such as painting or sculpture.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price in currency.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling price or zero if not for sale.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Main color description (if applicable).\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color description (if applicable).\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Dimensions of the artwork.\\'}, {\\'column_name\\': \\'Real Artwork Title\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'The actual title of the artwork.\\'}, {\\'column_name\\': \\'Artist\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Name of the artist associated with the artwork.\\'}, {\\'column_name\\': \\'Museum Description\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'A brief background or description provided by the museum.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Reference to where the artwork is sourced from.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Any notes relevant to the source.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Denotes the version of the artwork in the collection.\\'}, {\\'column_name\\': \\'HHA Concept 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'First concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Concept 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Second concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Series\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Series classification for the artwork.\\'}, {\\'column_name\\': \\'HHA Set\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Set classification of the artwork.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the artwork has an interactive feature.\\'}, {\\'column_name\\': \\'Tag\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Tag designation for the artwork.\\'}, {\\'column_name\\': \\'Speaker Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Describes the type of speaker associated with the artwork.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Type of lighting the artwork features.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog number or identifier.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Filename for the associated image or document.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the artwork.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Global unique identifier for the entry.\\'}]}', validation_criteria=['Contains the table name', 'Includes a brief summary', 'Lists all column names', 'Describes the column types', 'Presents a summary of values for each column']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: art', result=True, justification='The summary effectively encapsulates the main purpose and content of the table, including descriptions of artwork characteristics and classification.'), criteria_results=[CriterionResult(criterion='Contains the table name', result=True, justification=\"The summary clearly states that the table name is 'art.'\"), CriterionResult(criterion='Includes a brief summary', result=True, justification=\"The provided summary gives a concise overview of the table's content and significance.\"), CriterionResult(criterion='Lists all column names', result=True, justification='All column names from the table are included in the summary.'), CriterionResult(criterion='Describes the column types', result=True, justification='Each column name is accompanied by its corresponding data type.'), CriterionResult(criterion='Presents a summary of values for each column', result=True, justification='For every column, there is a summary of possible values or descriptions based on the data.')])), AutoGenResult(result={'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}, question='Summarize the following table: bags\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------------|:------------|:------|:------|-------:|:-----------|:-----------|:-------|:--------------|:---------|:---------------|:------------------------|:----------|:--------|:------------------------------|:----------------------|:-------------|:---------------------------|--------------:|:------------------|\\n| 0 | acorn pochette | Brown | True | NFS | 2400 | Brown | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderAcorn0 | 7492 | XiC7bNzTBAdb8zWwr |\\n| 1 | basket pack | Green | True | NFS | 2400 | Green | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Simple | outdoorsy; work | False | Not for sale | BagBackpackBasket0 | 7506 | BW764rj9aH3QL6GRH |\\n| 2 | bug cage | Green | False | NFS | 122 | Green | White | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Active | outdoorsy; vacation | False | Not for sale | BagShoulderCage0 | 7479 | nrkEKkL46YsQYcYjp |\\n| 3 | Bunny Day bag | None | True | NFS | 2400 | Colorful | Colorful | 1x1 | NA | Crafting | | All Year | 1.1.0a | Active | fairy tale; party; theatrical | False | Not for sale | BagBackpackEgg0 | 12447 | YGofzAZknSTYWmfWM |\\n| 4 | butterfly backpack | Pink | False | NFS | 210 | Pink | Yellow | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Cute | everyday; formal; party | False | Not for sale | BagBackpackButterfly0 | 7502 | unsmeHZemRaTnq62z |\\n| 5 | canvas backpack | White | False | 1300 | 325 | White | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagBackpackTote0 | 7509 | ZtgYddBwpZfGMjewu |\\n| 6 | cherry-blossom pochette | Pink | True | NFS | 2400 | Pink | Pink | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderCherryblossoms0 | 7490 | wwkZdhj9HzxZiqHys |\\n| 7 | cloth shoulder bag | Blue | False | 1400 | 350 | Light blue | Light blue | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas0 | 7487 | DzoRrArWrKtzn6Xzc |\\n| 8 | cloth shoulder bag | Orange | False | 1400 | 350 | Orange | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas1 | 12013 | dcpCgBwji4QCYAy8k |\\n| 9 | cloth shoulder bag | Ivory | False | 1400 | 350 | White | White | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas2 | 12014 | NfkYKg5NoaWKBEpzN |', function_response=FunctionResponse(function=, hypothesis='If I summarize the bags table, then I will provide a clear overview of its content and structure.', args=[], kwargs={'table_summary': {'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}}, result_data={'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}, result_str=\"{'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}\", validation_criteria=['The summary includes the table name.', \"The summary provides a brief description of the table's purpose and content.\", 'The summary lists the column names and their corresponding types.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: bags', result=True, justification='The summary effectively describes the table, including its purpose, the name of the table, and provides a comprehensive list of columns along with their types and brief descriptions.'), criteria_results=[CriterionResult(criterion='The summary includes the table name.', result=True, justification=\"The summary explicitly states the table name as 'bags'.\"), CriterionResult(criterion=\"The summary provides a brief description of the table's purpose and content.\", result=True, justification='The summary explains that the table lists various types of bags, their attributes, and how to acquire them.'), CriterionResult(criterion='The summary lists the column names and their corresponding types.', result=True, justification='The summary includes all column names along with their data types and descriptions.')])), AutoGenResult(result={'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}, question=\"Summarize the following table: bottoms\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------------|:------|------:|-------:|:----------|:-----------|:-------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:--------|:-------------------------|:----------------------|:----------|:-------------------------------|--------------:|:------------------|\\n| 0 | acid-washed jeans | Blue | False | 1320 | 330 | Blue | Blue | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical0 | 5286 | QaecPktemD3XuFdwy |\\n| 1 | acid-washed jeans | Black | False | 1320 | 330 | Black | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical1 | 11385 | a7HNjgRFkCznkDLLH |\\n| 2 | animal-stripes skirt | Tiger | False | 1100 | 275 | Yellow | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe0 | 9842 | qmtHwBmtJDvtNntTs |\\n| 3 | animal-stripes skirt | Zebra | False | 1100 | 275 | Gray | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe1 | 12067 | 4mDRmSG3scfXh3oon |\\n| 4 | apron skirt | Purple | False | 700 | 175 | White | Purple | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron0 | 5710 | MtsvEMQ9Z9damsycd |\\n| 5 | apron skirt | Blue | False | 700 | 175 | White | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron1 | 8921 | cfzi35RpY8onR3hra |\\n| 6 | apron skirt | Beige | False | 700 | 175 | White | Beige | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron2 | 8922 | AmWS5iMbatqDr2eLs |\\n| 7 | athletic pants | Red | False | 880 | 220 | Red | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey0 | 3311 | iL9vd8DerEEJDJQbA |\\n| 8 | athletic pants | Green | False | 880 | 220 | Green | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey1 | 11295 | Ygp8L2zeem8ECZroK |\\n| 9 | athletic pants | Black | False | 880 | 220 | Black | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey2 | 11296 | 8NcTmEpkckocYvTf2 |\", function_response=FunctionResponse(function=, hypothesis=\"If we summarize the 'bottoms' table, then we will gain an overview of the clothing items it contains, their variations, and other attributes.\", args=[], kwargs={'table_summary': {'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}}, result_data={'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}, result_str=\"{'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}\", validation_criteria=['The summary should explain the purpose of the table.', 'The summary should include key attributes such as clothing names and styles.', 'The summary should mention the source and seasonal availability.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: bottoms', result=True, justification='The summary provides a clear explanation of the purpose of the table, listing the different types of clothing items available, their essential attributes like names and styles, and details about their availability from specific sources.'), criteria_results=[CriterionResult(criterion='The summary should explain the purpose of the table.', result=True, justification='The summary explains that the table contains various types of bottoms available for purchase in the game, indicating its purpose.'), CriterionResult(criterion='The summary should include key attributes such as clothing names and styles.', result=True, justification=\"The summary lists clothing names and mentions styles like 'Simple' and 'Cool,' along with various color variations.\"), CriterionResult(criterion='The summary should mention the source and seasonal availability.', result=True, justification=\"The summary mentions the source as 'Able Sisters' and states that the items are available all year.\")])), AutoGenResult(result={'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}, question='Summarize the following table: construction\\n| | Name | Buy | Category | Source | Filename | Version | Unique Entry ID |\\n|---:|:------------------|-------:|:-----------|:-------------------------------|:------------------------|:----------|:------------------|\\n| 0 | brick bridge | 198000 | Bridge | Resident Services Upgrade | BridgeBricks | 1.0.0 | Rvkrg9tcubTMakcBS |\\n| 1 | iron bridge | 228000 | Bridge | Resident Services Upgrade | BridgeIron | 1.0.0 | RmQ6iiKkFf3Sy4iSQ |\\n| 2 | log bridge | 98000 | Bridge | Resident Services Upgrade | BridgeLog | 1.0.0 | Px55sTfjKSbbMtjAK |\\n| 3 | red zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeRed | 1.0.0 | jTziEHXkeYaugKDQQ |\\n| 4 | stone bridge | 168000 | Bridge | Resident Services Upgrade | BridgeStone | 1.0.0 | JmrwC2tRRCCgbZnrp |\\n| 5 | suspension bridge | 129800 | Bridge | Resident Services Upgrade | BridgeSuspension | 1.0.0 | q52JebMTHDqHJKBba |\\n| 6 | wooden bridge | 168000 | Bridge | Resident Services Upgrade | BridgeWood | 1.0.0 | 7oZ7FMrJEpBLZzsmw |\\n| 7 | zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeJapanese | 1.0.0 | TbKbHzJM8j8ezmAEF |\\n| 8 | basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowAR | 1.0.0 | HrAsZSpm2pRj2u8ad |\\n| 9 | beige basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowGR | 1.0.0 | uF4YeCTGBx4Tawcp8 |', function_response=FunctionResponse(function=, hypothesis='if the table is summarized then it should include the name, purpose, content of the table and column details', args=[], kwargs={'table_summary': {'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}}, result_data={'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}, result_str=\"{'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}\", validation_criteria=[\"summary captures table's overall purpose\", 'all columns are correctly identified', 'summary provides concise content overview']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: construction', result=True, justification='The summary clearly articulates the overall purpose of the table, identifying the types of construction items listed (bridges and doors), their costs, sources, and unique identifiers. Additionally, it provides concise descriptions of each column, ensuring all aspects of the original table are covered.'), criteria_results=[CriterionResult(criterion=\"summary captures table's overall purpose\", result=True, justification='The summary captures the essence of the table by mentioning it lists construction items like bridges and doors, alongside their costs and purposes.'), CriterionResult(criterion='all columns are correctly identified', result=True, justification='All columns from the original table are identified and described accurately, detailing their names, types, and content.'), CriterionResult(criterion='summary provides concise content overview', result=True, justification='The summary succinctly conveys the key information and functionality of the table in a clear manner, making it easy to understand the content.')])), AutoGenResult(result={'table_name': 'dress_up', 'table_summary': \"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of clothing items.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different color or style variants of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the item is available as a DIY recipe.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Sell price of the item.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the item.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the item.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size of the clothing item.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Information on whether the item is available year-round or seasonally.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used as a mannequin piece.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the item.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Stylistic classification of the clothing.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': \"Themes associated with the clothing's labels.\"}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can wear the item.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the item.'}, {'column_name': 'Primary Shape', 'column_type': 'str', 'values_summary': 'Primary form of the clothing item.'}, {'column_name': 'Secondary Shape', 'column_type': 'str', 'values_summary': 'Secondary form of the clothing item.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name related to the clothing item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the table entry.'}]}, question='Summarize the following table: dress_up\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Primary Shape | Secondary Shape | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:------------|:------|------:|-------:|:-----------|:-----------|:-------|:-------------|:--------------------------------------|:------------------------|:------------------|:----------|:--------|:-----------------|:----------------------|:----------|:----------------|:------------------|:-----------------------------------|--------------:|:------------------|\\n| 0 | academy uniform | Navy blue | False | 2080 | 520 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki0 | 2699 | yfbZu5Nj6wtJSnuDW |\\n| 1 | academy uniform | Gray | False | 2080 | 520 | Gray | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki1 | 9016 | zbKRm5Cv5dyiz3y35 |\\n| 2 | academy uniform | Red | False | 2080 | 520 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki2 | 9017 | 3FSAsaikyEjHkLWcM |\\n| 3 | adventure dress | Blue | False | 2800 | 700 | Light blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | fairy tale | True | For sale | Balloon | H | TopsTexOnepieceBalloonHStrangeBlue | 3686 | AQZFR4Bzob9Phsr9R |\\n| 4 | alpinist dress | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean0 | 3168 | rN77JmGnpSNNeQogP |\\n| 5 | alpinist dress | Blue | False | 2520 | 630 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean1 | 8615 | zkWYtfW3WeDbdSQuy |\\n| 6 | alpinist dress | Red | False | 2520 | 630 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean2 | 8616 | TkEkCuYTjTEu38axs |\\n| 7 | alpinist overalls | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean0 | 4443 | vzaWMkA2s7R6SefHa |\\n| 8 | alpinist overalls | Blue | False | 2520 | 630 | Blue | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean1 | 8631 | onM7CM229PHZyRjPd |\\n| 9 | alpinist overalls | Red | False | 2520 | 630 | Red | Pink | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean2 | 8632 | WWbNFkaxwJMGLSBYj |', function_response=FunctionResponse(function=, hypothesis=\"If the table 'dress_up' is summarized, then it will provide information about different clothing items available in varying styles and colors.\", args=[], kwargs={'table_summary': {'table_name': 'dress_up', 'table_summary': \"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of clothing items.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different color or style variants of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the item is available as a DIY recipe.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Sell price of the item.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the item.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the item.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size of the clothing item.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Information on whether the item is available year-round or seasonally.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used as a mannequin piece.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the item.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Stylistic classification of the clothing.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': \"Themes associated with the clothing's labels.\"}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can wear the item.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the item.'}, {'column_name': 'Primary Shape', 'column_type': 'str', 'values_summary': 'Primary form of the clothing item.'}, {'column_name': 'Secondary Shape', 'column_type': 'str', 'values_summary': 'Secondary form of the clothing item.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name related to the clothing item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the table entry.'}]}}, result_data={'table_name': 'dress_up', 'table_summary': \"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of clothing items.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different color or style variants of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the item is available as a DIY recipe.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Sell price of the item.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the item.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the item.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size of the clothing item.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Information on whether the item is available year-round or seasonally.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used as a mannequin piece.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the item.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Stylistic classification of the clothing.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': \"Themes associated with the clothing's labels.\"}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can wear the item.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the item.'}, {'column_name': 'Primary Shape', 'column_type': 'str', 'values_summary': 'Primary form of the clothing item.'}, {'column_name': 'Secondary Shape', 'column_type': 'str', 'values_summary': 'Secondary form of the clothing item.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name related to the clothing item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the table entry.'}]}, result_str='{\\'table_name\\': \\'dress_up\\', \\'table_summary\\': \"The \\'dress_up\\' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Names of clothing items.\\'}, {\\'column_name\\': \\'Variation\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Different color or style variants of each clothing item.\\'}, {\\'column_name\\': \\'DIY\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item is available as a DIY recipe.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price of the item.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Sell price of the item.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary color of the item.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color of the item.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Size of the clothing item.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Source from where the item can be obtained.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Notes about item availability.\\'}, {\\'column_name\\': \\'Seasonal Availability\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Information on whether the item is available year-round or seasonally.\\'}, {\\'column_name\\': \\'Mannequin Piece\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item can be used as a mannequin piece.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Version information for the item.\\'}, {\\'column_name\\': \\'Style\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Stylistic classification of the clothing.\\'}, {\\'column_name\\': \\'Label Themes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Themes associated with the clothing\\'s labels.\"}, {\\'column_name\\': \\'Villager Equippable\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if villagers can wear the item.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog status of the item.\\'}, {\\'column_name\\': \\'Primary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary form of the clothing item.\\'}, {\\'column_name\\': \\'Secondary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary form of the clothing item.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File name related to the clothing item.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the item.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique identifier for the table entry.\\'}]}', validation_criteria=[\"The table name is correctly identified as 'dress_up'.\", 'The summary encapsulates the main purpose and content of the table in 3 sentences max.', 'The columns of the table are correctly listed with their respective names and types.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: dress_up', result=True, justification=\"The summary succinctly captures the essence of the 'dress_up' table, accurately describing the purpose, structure, and types of data it holds while adhering to the specified length.\"), criteria_results=[CriterionResult(criterion=\"The table name is correctly identified as 'dress_up'.\", result=True, justification=\"The summary distinctly states that the table is named 'dress_up'.\"), CriterionResult(criterion='The summary encapsulates the main purpose and content of the table in 3 sentences max.', result=True, justification='The summary is composed of three sentences that effectively communicate the content and purpose of the table.'), CriterionResult(criterion='The columns of the table are correctly listed with their respective names and types.', result=True, justification='The summary provides a comprehensive list of the columns alongside their names and data types, correctly reflecting the structure of the original table.')])), AutoGenResult(result={'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}, question='Summarize the following table: fencing\\n| | Name | DIY | Stack Size | Buy | Sell | Source | Source Notes | Version | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------|-------------:|:------|-------:|:---------|:---------------|:----------|:------------------------|--------------:|:------------------|\\n| 0 | bamboo lattice fence | True | 50 | NFS | 960 | Crafting | | 1.0.0 | ItemFenceBamboo | 3403 | XaLnmQsQ47HfHQ9g5 |\\n| 1 | barbed-wire fence | True | 50 | NFS | 1980 | Crafting | | 1.0.0 | ItemFenceBarbedWire | 5213 | dNgibaR9jFqaDwuDZ |\\n| 2 | brick fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceWallRenga | 3080 | WAzanA7e5MREzJdMh |\\n| 3 | Bunny Day fence | True | 50 | NFS | 2400 | Crafting | | 1.1.0a | ItemFenceEgg | 12630 | CLQGhAfSNykpxrh3a |\\n| 4 | corral fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceHorizontalWood | 4349 | rqwqYy7Aphvh5zBSA |\\n| 5 | country fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceLog | 4350 | twwkbWJ8YsoJEy3j8 |\\n| 6 | hedge | True | 50 | NFS | 55 | Crafting | | 1.2.0 | ItemFenceIkegaki | 12758 | TphLYSh2MdogHdheg |\\n| 7 | imperial fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceChinese | 4354 | fHqt7TXfbhfKnPbwG |\\n| 8 | iron fence | True | 50 | NFS | 4500 | Crafting | | 1.0.0 | ItemFenceSteel | 4357 | RL5hL24NbwzE7zv3R |\\n| 9 | iron-and-stone fence | True | 50 | NFS | 3150 | Crafting | | 1.0.0 | ItemFenceIronAndStone | 5206 | kjSa4R6JQz2DtWQ2C |', function_response=FunctionResponse(function=, hypothesis='If I summarize the fencing table, then I will capture its main purpose and describe the content effectively.', args=[], kwargs={'table_summary': {'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}}, result_data={'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}, result_str=\"{'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}\", validation_criteria=['The summary should clearly state the purpose of the table.', 'The columns within the table must be listed correctly.', 'The summary of each column must accurately represent its content.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: fencing', result=True, justification=\"The summary provides a clear explanation of the table's purpose and describes its content effectively. Additionally, it accurately lists and summarizes each column's attributes.\"), criteria_results=[CriterionResult(criterion='The summary should clearly state the purpose of the table.', result=True, justification='The summary explains that the table contains information about various types of fences available for crafting, serving as a guide for players.'), CriterionResult(criterion='The columns within the table must be listed correctly.', result=True, justification='All table columns are listed accurately with appropriate names and types.'), CriterionResult(criterion='The summary of each column must accurately represent its content.', result=True, justification=\"Each column's summary accurately reflects the content as per the original table.\")])), AutoGenResult(result={'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}, question='Summarize the following table: fish\\n| | # | Name | Sell | Where/How | Shadow | Total Catches to Unlock | Spawn Rates | Rain/Snow Catch Up | NH Jan | NH Feb | NH Mar | NH Apr | NH May | NH Jun | NH Jul | NH Aug | NH Sep | NH Oct | NH Nov | NH Dec | SH Jan | SH Feb | SH Mar | SH Apr | SH May | SH Jun | SH Jul | SH Aug | SH Sep | SH Oct | SH Nov | SH Dec | Color 1 | Color 2 | Size | Lighting Type | Icon Filename | Critterpedia Filename | Furniture Filename | Internal ID | Unique Entry ID |\\n|---:|----:|:----------------|-------:|:------------|:---------|--------------------------:|:--------------|:---------------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:-----------|:----------|:-------|:----------------|:----------------|:------------------------|:---------------------|--------------:|:------------------|\\n| 0 | 56 | anchovy | 200 | Sea | Small | 0 | 2–5 | False | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | Blue | Red | 1x1 | No lighting | Fish81 | FishAntyobi | FtrFishAntyobi | 4201 | LzuWkSQP55uEpRCP5 |\\n| 1 | 36 | angelfish | 3000 | River | Small | 20 | 2–5 | False | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | Yellow | Black | 1x1 | Fluorescent | Fish30 | FishAngelfish | FtrFishAngelfish | 2247 | XTCFCk2SiuY5YXLZ7 |\\n| 2 | 44 | arapaima | 10000 | River | XX-Large | 50 | 1 | True | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Black | Blue | 3x2 | No lighting | Fish36 | FishPiraruku | FtrFishPiraruku | 2253 | mZy4BES54bqwi97br |\\n| 3 | 41 | arowana | 10000 | River | Large | 50 | 1–2 | False | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Yellow | Black | 2x1 | Fluorescent | Fish33 | FishArowana | FtrFishArowana | 2250 | F68AvCaqddBJL7ZSN |\\n| 4 | 58 | barred knifejaw | 5000 | Sea | Medium | 20 | 3–5 | False | NA | NA | All day | All day | All day | All day | All day | All day | All day | All day | All day | NA | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | All day | White | Black | 1x1 | Fluorescent | Fish47 | FishIshidai | FtrFishIshidai | 2265 | X3R9SFSAaDzBF4fE3 |\\n| 5 | 79 | barreleye | 15000 | Sea | Small | 100 | 1 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | Black | Black | 1x1 | Fluorescent | Fish84 | FishDemenigisu | FtrFishDemenigisu | 4204 | BpqTa4zmTjv3Nm4wE |\\n| 6 | 37 | betta | 2500 | River | Small | 20 | 1–4 | False | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | Light blue | Black | 1x1 | Fluorescent | Fish77 | FishBeta | FtrFishBeta | 4191 | 7QcQXzwZoNGiNA94k |\\n| 7 | 1 | bitterling | 900 | River | X-Small | 0 | 12–17 | False | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | All day | All day | All day | All day | All day | NA | NA | NA | Light blue | Blue | 1x1 | No lighting | Fish0 | FishTanago | FtrFishTanago | 2215 | Drj6eLRBgg4T9KhNx |\\n| 8 | 22 | black bass | 400 | River | Large | 0 | 4–12 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Green | Black | 1x1 | Fluorescent | Fish19 | FishBlackbass | FtrFishBlackbass | 2234 | wAZvfTca7GyaTtLcQ |\\n| 9 | 54 | blowfish | 5000 | Sea | Medium | 20 | 5 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | Beige | Black | 1x1 | Fluorescent | Fish73 | FishFugu | FtrFishFugu | 2262 | aDsmTcByApycafxTa |', function_response=FunctionResponse(function=, hypothesis='Summarizing the fish table will provide a clear overview of the fish types, their characteristics, and catching details.', args=[], kwargs={'table_summary': {'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}}, result_data={'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}, result_str='{\\'table_name\\': \\'fish\\', \\'table_summary\\': \\'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.\\', \\'columns\\': [{\\'column_name\\': \\'#\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Entry number of the fish.\\'}, {\\'column_name\\': \\'Name\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The common name of the fish.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The selling price of the fish in the game.\\'}, {\\'column_name\\': \\'Where/How\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The habitat where the fish can be found.\\'}, {\\'column_name\\': \\'Shadow\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size of the shadow the fish casts in the water.\\'}, {\\'column_name\\': \\'Total Catches to Unlock\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Number of catches required to unlock specific rewards.\\'}, {\\'column_name\\': \\'Spawn Rates\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \"Information about the fish\\'s spawn rates.\"}, {\\'column_name\\': \\'Rain/Snow Catch Up\\', \\'column_type\\': \\'boolean\\', \\'values_summary\\': \\'Indicates if the fish can be caught during rain or snow.\\'}, {\\'column_name\\': \\'NH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The main color of the fish.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The secondary color of the fish.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size classification of the fish.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The type of lighting if applicable.\\'}, {\\'column_name\\': \\'Icon Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The icon file name for the fish.\\'}, {\\'column_name\\': \\'Critterpedia Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The critterpedia entry file name for the fish.\\'}, {\\'column_name\\': \\'Furniture Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The furniture file name related to the fish.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The internal ID of the fish.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The unique entry identifier.\\'}]}', validation_criteria=['The summary should capture the purpose of the table.', 'It should include key characteristics such as the name of the fish, selling price, and habitat.', 'It should also mention relevant information such as spawning times and colors.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: fish', result=True, justification='The summary provides an appropriate overview of the purpose of the table, detailing the types of fish, their characteristics, and relevant details such as selling price, habitat, and seasonal availability.'), criteria_results=[CriterionResult(criterion='The summary should capture the purpose of the table.', result=True, justification='The summary clearly outlines that the table contains detailed information on various fish types and their characteristics.'), CriterionResult(criterion='It should include key characteristics such as the name of the fish, selling price, and habitat.', result=True, justification='The summary includes these key characteristics as part of the main content and column descriptions.'), CriterionResult(criterion='It should also mention relevant information such as spawning times and colors.', result=True, justification='The summary mentions the availability of fish in different months, which relates to spawning times, and includes details about their colors.')])), AutoGenResult(result={'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}, question=\"Summarize the following table: floors\\n| | Name | VFX | DIY | Buy | Sell | Color 1 | Color 2 | Miles Price | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | Tag | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------------|:------|:------|:------|-------:|:-----------|:-----------|:--------------|:--------------|:---------------|:----------|:----------------|:----------------|:-------------|:---------------|:-------------|:-------------------------|--------------:|:------------------|\\n| 0 | aqua tile flooring | False | False | 900 | 225 | Light blue | Light blue | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTile01 | 5036 | JmNGqRhEow3PH7bgk |\\n| 1 | arabesque flooring | False | False | 2120 | 530 | Black | Gray | NA | Nook's Cranny | | 1.0.0 | expensive | living room | None | Cloth Floors | For sale | RoomTexFloorArabesque00 | 4953 | 4dabyuetmZD5dDdCH |\\n| 2 | arched-brick flooring | False | False | 1100 | 275 | Brown | Brown | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Arched Brick | For sale | RoomTexFloorArchBrick00 | 4998 | CSPoYJzCnzWjqWrj5 |\\n| 3 | argyle tile flooring | False | False | 1750 | 437 | White | Beige | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTileWood00 | 4994 | BH8PqRSou2XjQ8ppQ |\\n| 4 | artsy parquet flooring | False | False | 1800 | 450 | Beige | Beige | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Simple Parquet | For sale | RoomTexFloorParquetArt00 | 5232 | fbfCzw546bWEF95Aq |\\n| 5 | backyard lawn | False | True | NFS | 600 | Green | Green | NA | Crafting | | 1.0.0 | garden | None | None | Grassland | Not for sale | RoomTexFloorLawn00 | 4979 | kANgKb2s4a6pMSjnd |\\n| 6 | bamboo flooring | False | True | NFS | 2400 | Green | Beige | NA | Crafting | | 1.0.0 | zen-style | None | bamboo | Nature - Green | Not for sale | RoomTexFloorBamboo00 | 4964 | gMeLjZdPobbrt58sT |\\n| 7 | basement flooring | False | True | NFS | 1500 | Gray | Gray | NA | Crafting | | 1.0.0 | horror | facility | None | Stone Floors | Not for sale | RoomTexFloorBasement00 | 4797 | DgaMSqGEyko87dD3H |\\n| 8 | beige desert-tile flooring | False | False | 2100 | 525 | Beige | White | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Morocco | For sale | RoomTexFloorMorocco00 | 4965 | yhH3pNWq8L8j48tHW |\\n| 9 | berry-chocolates flooring | False | False | 3000 | 750 | Pink | Pink | NA | Saharah | | 1.0.0 | fancy | None | None | Chocolate | Not for sale | RoomTexFloorChocolate02 | 5053 | E7Mfi6saTnBEgW6o8 |\", function_response=FunctionResponse(function=, hypothesis='The summary will categorize the types and attributes of flooring in the provided table, identifying their selling points and distinguishing features.', args=[], kwargs={'table_summary': {'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}}, result_data={'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}, result_str=\"{'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}\", validation_criteria=['The summary covers the purpose of the table.', 'The columns in the summary accurately represent those in the table.', 'The values for the columns are summarized correctly.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: floors', result=True, justification='The summary covers the main aspects of the table, including the purpose of the table and details about the flooring options.'), criteria_results=[CriterionResult(criterion='The summary covers the purpose of the table.', result=True, justification='The summary accurately describes the purpose, which is to provide information about different flooring options.'), CriterionResult(criterion='The columns in the summary accurately represent those in the table.', result=True, justification='The summary includes all relevant columns and their types from the original table.'), CriterionResult(criterion='The values for the columns are summarized correctly.', result=True, justification='The values provided in the column summaries faithfully represent the respective categories and purpose in the source data.')])), AutoGenResult(result={'table_name': 'fossils', 'table_summary': 'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of fossil names.'}, {'column_name': 'Buy', 'column_type': 'str', 'values_summary': \"Indicates the buying conditions, all are 'NFS'.\"}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling prices for each fossil.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary colors of the fossils.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary colors of the fossils.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': \"Dimensions of the fossils represented as 'x' size format.\"}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Indicates the source of the fossils.'}, {'column_name': 'Museum', 'column_type': 'str', 'values_summary': 'Museum location associated with the fossils.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Versioning information for the table.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Interaction status of the fossils, all are false.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': \"Availability status of fossils, all indicated as 'Not for sale'.\"}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File references associated with each fossil.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifiers for the fossils.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique entry identifiers for tracking.'}]}, question='Summarize the following table: fossils\\n| | Name | Buy | Sell | Color 1 | Color 2 | Size | Source | Museum | Version | Interact | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------|:------|-------:|:----------|:----------|:-------|:------------------|:---------|:----------|:-----------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | acanthostega | NFS | 2000 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilFirstFourLegs | 4664 | LQkRP3kBn3T2jBboF |\\n| 1 | amber | NFS | 1200 | Yellow | Yellow | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmber | 294 | ANAhATcHWvAGEhRnt |\\n| 2 | ammonite | NFS | 1100 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmmonoidea | 295 | ojNKnr4YRrmPi2gPo |\\n| 3 | ankylo skull | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusA | 169 | QQjxKmQ8Aac9cSoM2 |\\n| 4 | ankylo tail | NFS | 2500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusC | 171 | wLWBm2R727RC3qSL2 |\\n| 5 | ankylo torso | NFS | 3000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusB | 170 | 5QNzf5buPckabN6cR |\\n| 6 | anomalocaris | NFS | 2000 | Black | Gray | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAnomalocaris | 4651 | TYX964LM2tNZ3SYKC |\\n| 7 | archaeopteryx | NFS | 1300 | Beige | Brown | 1x1 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchaeopteryx | 298 | ky9pkmc2fmK9thuFH |\\n| 8 | archelon skull | NFS | 4000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonA | 177 | cYZhXfyNiqZy2hgeM |\\n| 9 | archelon tail | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonB | 178 | CtosFxKjG5nzLGi4t |', function_response=FunctionResponse(function=, hypothesis='If I summarize the fossils table, then I will get an overview of its content and structure.', args=[], kwargs={'table_summary': {'table_name': 'fossils', 'table_summary': 'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of fossil names.'}, {'column_name': 'Buy', 'column_type': 'str', 'values_summary': \"Indicates the buying conditions, all are 'NFS'.\"}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling prices for each fossil.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary colors of the fossils.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary colors of the fossils.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': \"Dimensions of the fossils represented as 'x' size format.\"}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Indicates the source of the fossils.'}, {'column_name': 'Museum', 'column_type': 'str', 'values_summary': 'Museum location associated with the fossils.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Versioning information for the table.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Interaction status of the fossils, all are false.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': \"Availability status of fossils, all indicated as 'Not for sale'.\"}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File references associated with each fossil.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifiers for the fossils.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique entry identifiers for tracking.'}]}}, result_data={'table_name': 'fossils', 'table_summary': 'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of fossil names.'}, {'column_name': 'Buy', 'column_type': 'str', 'values_summary': \"Indicates the buying conditions, all are 'NFS'.\"}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling prices for each fossil.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary colors of the fossils.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary colors of the fossils.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': \"Dimensions of the fossils represented as 'x' size format.\"}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Indicates the source of the fossils.'}, {'column_name': 'Museum', 'column_type': 'str', 'values_summary': 'Museum location associated with the fossils.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Versioning information for the table.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Interaction status of the fossils, all are false.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': \"Availability status of fossils, all indicated as 'Not for sale'.\"}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File references associated with each fossil.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifiers for the fossils.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique entry identifiers for tracking.'}]}, result_str='{\\'table_name\\': \\'fossils\\', \\'table_summary\\': \\'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).\\', \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'List of fossil names.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Indicates the buying conditions, all are \\'NFS\\'.\"}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling prices for each fossil.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary colors of the fossils.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary colors of the fossils.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Dimensions of the fossils represented as \\'x\\' size format.\"}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Indicates the source of the fossils.\\'}, {\\'column_name\\': \\'Museum\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Museum location associated with the fossils.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Versioning information for the table.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Interaction status of the fossils, all are false.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Availability status of fossils, all indicated as \\'Not for sale\\'.\"}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File references associated with each fossil.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifiers for the fossils.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique entry identifiers for tracking.\\'}]}', validation_criteria=['Summary should be concise and not exceed three sentences', 'Columns should be listed correctly', 'Data types of columns should reflect their respective values']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: fossils', result=True, justification='The summary is concise and provides a clear overview of the fossils table, including a description of its content and the specific columns with their data types and a brief explanation.'), criteria_results=[CriterionResult(criterion='Summary should be concise and not exceed three sentences', result=True, justification='The summary is concise and consists of three sentences that effectively capture the content of the table.'), CriterionResult(criterion='Columns should be listed correctly', result=True, justification='All columns from the provided table are accurately represented in the summary with their respective names.'), CriterionResult(criterion='Data types of columns should reflect their respective values', result=True, justification='The summarized columns indicate the correct data types based on the original table values.')]))]\n", + "[{'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nHypothesis:\\nIf I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\\nParameters:\\nquery: SELECT name FROM sqlite_master WHERE type='table';\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: accessories\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Type | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:----------------------|:------------|:------|:------|-------:|:-----------|:----------|:-------|:--------------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:---------|:------------------------------|:----------------------------|:----------------------|:-------------|:--------------------------|--------------:|:------------------|\\n| 0 | 3D glasses | White | False | 490 | 122 | White | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed0 | 4463 | FNxEraBTeWRiCvtFu |\\n| 1 | 3D glasses | Black | False | 490 | 122 | Black | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed1 | 11020 | mM9SXPCcGPfPJAmtm |\\n| 2 | bandage | Beige | False | 140 | 35 | Beige | White | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Active | outdoorsy; comfy; sporty | AccessoryMouth | False | For sale | AccessoryMouthBandageSkin | 4677 | 2qFT5iPkk8bREvpkj |\\n| 3 | beak | Yellow | False | 490 | 122 | Yellow | Yellow | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Cute | fairy tale; party; theatrical | AccessoryMouthInvisibleNose | False | For sale | AccessoryMouthBeakYellow | 3549 | T5CpsJi4xBSachNL5 |\\n| 4 | birthday shades | Yellow | False | NFS | 620 | Yellow | Red | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday0 | 4510 | S6CiB9ZvzBTMhEnDz |\\n| 5 | birthday shades | Pink | False | NFS | 620 | Pink | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday1 | 11217 | g3MPcmAKM4z5h8KYX |\\n| 6 | birthday shades | Red | False | NFS | 620 | Red | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday2 | 11218 | ojXoAAj8Bs2XgRiWB |\\n| 7 | birthday shades | Blue | False | NFS | 620 | Light blue | Green | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday3 | 11219 | Yr9mRJaZM44554oTS |\\n| 8 | bottom-rimmed glasses | Red | False | 1100 | 275 | Red | Red | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose0 | 4597 | ZHqtvcoqqDpJLf9Pc |\\n| 9 | bottom-rimmed glasses | Purple | False | 1100 | 275 | Purple | Purple | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose1 | 11081 | akRhFD3qeJEPM7WiD |\\nResult:\\n{'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: achievements\\n| | Name | Award Criteria | # | Internal ID | Internal Name | Internal Category | Num of Tiers | Tier 1 | Tier 2 | Tier 3 | Tier 4 | Tier 5 | Reward Tier 1 | Reward Tier 2 | Reward Tier 3 | Reward Tier 4 | Reward Tier 5 | Reward Tier 6 | Sequential | Version | Unique Entry ID |\\n|---:|:------------------------|:---------------------------------------------------------------------|----:|--------------:|:------------------|:--------------------|---------------:|---------:|---------:|---------:|---------:|---------:|----------------:|----------------:|----------------:|----------------:|----------------:|----------------:|:-------------|:----------|:------------------|\\n| 0 | (island name) Miles! | Awarded when Nook Miles program is first unlocked | 1 | 53 | ImmigratetoIsland | Event | 1 | 1 | 0 | 0 | 0 | 0 | 500 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | QvQq6d4qJgCiBkMLX |\\n| 1 | Angling for Perfection! | Number of total fish caught | 2 | 0 | CatchFish | Fish | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | wkj9WzycBpxtq6CDG |\\n| 2 | Island Ichthyologist | Number of unique fish caught | 3 | 3 | FillFishList | Fish | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | Ajpkv8wXcZLqM8bMT |\\n| 3 | Island Togetherness | Number of days in which you've talked to every one of your villagers | 4 | 68 | GreetAllVillager | Communication | 5 | 1 | 10 | 20 | 30 | 50 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | syoxyxWL7ymwpKpGN |\\n| 4 | You've Got the Bug | Number of total bugs caught | 5 | 1 | CatchInsect | Insect | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | weJ4f9MDdBuzLBrBM |\\n| 5 | Bugs Don't Bug Me | Number of unique bugs caught | 6 | 4 | FillInsectList | Insect | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | ttRSm74XC4MzSHgnX |\\n| 6 | Have a Nice DIY! | Number of DIY recipes collected | 7 | 55 | FillRecipeList | DIY | 5 | 10 | 50 | 100 | 150 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | fsanquagmfwNCY8wW |\\n| 7 | DIY Tools | Number of tools you've crafted | 8 | 72 | DIYTool | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | 6k5CnRgbm55m93jMT |\\n| 8 | DIY Furniture | Number of furniture pieces you've crafted | 9 | 73 | DIYFurniture | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | TprrYjwsCvZbDdcvK |\\n| 9 | Furniture Freshener | Number of times you've customized furniture at a workbench | 10 | 14 | RemakeFurniture | DIY | 5 | 5 | 20 | 50 | 100 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | viHJXo8XB8C3h259Q |\\nResult:\\n{'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: art\\n| | Name | Genuine | Category | Buy | Sell | Color 1 | Color 2 | Size | Real Artwork Title | Artist | Museum Description | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | HHA Set | Interact | Tag | Speaker Type | Lighting Type | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:----------|:--------------|------:|-------:|:----------|:----------|:-------|:------------------------------------------|:----------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------|:---------------|:----------|:----------------|:----------------|:-------------|:----------|:-----------|:----------|:--------------------|:----------------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | academic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianMan | 12619 | xfTf9sfyLkxHQEz4u |\\n| 1 | academic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianManFake | 12620 | 5KNFAo3LkdTTJPQkd |\\n| 2 | amazing painting | True | Wall-mounted | 4980 | 1245 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatch | 56 | Sg6MCSG3m9tvjGWoj |\\n| 3 | amazing painting | False | Wall-mounted | 4980 | 0 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatchFake | 55 | vc2Ebu4Pkn443zYiN |\\n| 4 | ancient statue | True | Miscellaneous | 4980 | 1245 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguu | 1337 | zpAsguge9Yb29ksjS |\\n| 5 | ancient statue | False | Miscellaneous | 4980 | 0 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguuFake | 1338 | fXbsrcXirg6miBoqT |\\n| 6 | basic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoy | 14 | Xhn8ZjtbdZeET3NXR |\\n| 7 | basic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoyFake | 13 | o4px7Mx9g2Zk6NHvC |\\n| 8 | beautiful statue | True | Housewares | 4980 | 1245 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMilo | 1341 | iscap6FsmDZdNP5dw |\\n| 9 | beautiful statue | False | Housewares | 4980 | 0 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMiloFake | 1342 | w9vrMbhJNj6JHkznu |\\nResult:\\n{\\'table_name\\': \\'art\\', \\'table_summary\\': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork\\'s aesthetics, historical context, and museum source.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Various names of artworks and sculptures.\\'}, {\\'column_name\\': \\'Genuine\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates whether the artwork is genuine (True) or fake (False).\\'}, {\\'column_name\\': \\'Category\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Categories indicate the type of artwork such as painting or sculpture.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price in currency.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling price or zero if not for sale.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Main color description (if applicable).\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color description (if applicable).\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Dimensions of the artwork.\\'}, {\\'column_name\\': \\'Real Artwork Title\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'The actual title of the artwork.\\'}, {\\'column_name\\': \\'Artist\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Name of the artist associated with the artwork.\\'}, {\\'column_name\\': \\'Museum Description\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'A brief background or description provided by the museum.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Reference to where the artwork is sourced from.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Any notes relevant to the source.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Denotes the version of the artwork in the collection.\\'}, {\\'column_name\\': \\'HHA Concept 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'First concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Concept 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Second concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Series\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Series classification for the artwork.\\'}, {\\'column_name\\': \\'HHA Set\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Set classification of the artwork.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the artwork has an interactive feature.\\'}, {\\'column_name\\': \\'Tag\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Tag designation for the artwork.\\'}, {\\'column_name\\': \\'Speaker Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Describes the type of speaker associated with the artwork.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Type of lighting the artwork features.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog number or identifier.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Filename for the associated image or document.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the artwork.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Global unique identifier for the entry.\\'}]}\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: bags\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------------|:------------|:------|:------|-------:|:-----------|:-----------|:-------|:--------------|:---------|:---------------|:------------------------|:----------|:--------|:------------------------------|:----------------------|:-------------|:---------------------------|--------------:|:------------------|\\n| 0 | acorn pochette | Brown | True | NFS | 2400 | Brown | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderAcorn0 | 7492 | XiC7bNzTBAdb8zWwr |\\n| 1 | basket pack | Green | True | NFS | 2400 | Green | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Simple | outdoorsy; work | False | Not for sale | BagBackpackBasket0 | 7506 | BW764rj9aH3QL6GRH |\\n| 2 | bug cage | Green | False | NFS | 122 | Green | White | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Active | outdoorsy; vacation | False | Not for sale | BagShoulderCage0 | 7479 | nrkEKkL46YsQYcYjp |\\n| 3 | Bunny Day bag | None | True | NFS | 2400 | Colorful | Colorful | 1x1 | NA | Crafting | | All Year | 1.1.0a | Active | fairy tale; party; theatrical | False | Not for sale | BagBackpackEgg0 | 12447 | YGofzAZknSTYWmfWM |\\n| 4 | butterfly backpack | Pink | False | NFS | 210 | Pink | Yellow | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Cute | everyday; formal; party | False | Not for sale | BagBackpackButterfly0 | 7502 | unsmeHZemRaTnq62z |\\n| 5 | canvas backpack | White | False | 1300 | 325 | White | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagBackpackTote0 | 7509 | ZtgYddBwpZfGMjewu |\\n| 6 | cherry-blossom pochette | Pink | True | NFS | 2400 | Pink | Pink | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderCherryblossoms0 | 7490 | wwkZdhj9HzxZiqHys |\\n| 7 | cloth shoulder bag | Blue | False | 1400 | 350 | Light blue | Light blue | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas0 | 7487 | DzoRrArWrKtzn6Xzc |\\n| 8 | cloth shoulder bag | Orange | False | 1400 | 350 | Orange | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas1 | 12013 | dcpCgBwji4QCYAy8k |\\n| 9 | cloth shoulder bag | Ivory | False | 1400 | 350 | White | White | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas2 | 12014 | NfkYKg5NoaWKBEpzN |\\nResult:\\n{'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: bottoms\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------------|:------|------:|-------:|:----------|:-----------|:-------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:--------|:-------------------------|:----------------------|:----------|:-------------------------------|--------------:|:------------------|\\n| 0 | acid-washed jeans | Blue | False | 1320 | 330 | Blue | Blue | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical0 | 5286 | QaecPktemD3XuFdwy |\\n| 1 | acid-washed jeans | Black | False | 1320 | 330 | Black | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical1 | 11385 | a7HNjgRFkCznkDLLH |\\n| 2 | animal-stripes skirt | Tiger | False | 1100 | 275 | Yellow | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe0 | 9842 | qmtHwBmtJDvtNntTs |\\n| 3 | animal-stripes skirt | Zebra | False | 1100 | 275 | Gray | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe1 | 12067 | 4mDRmSG3scfXh3oon |\\n| 4 | apron skirt | Purple | False | 700 | 175 | White | Purple | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron0 | 5710 | MtsvEMQ9Z9damsycd |\\n| 5 | apron skirt | Blue | False | 700 | 175 | White | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron1 | 8921 | cfzi35RpY8onR3hra |\\n| 6 | apron skirt | Beige | False | 700 | 175 | White | Beige | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron2 | 8922 | AmWS5iMbatqDr2eLs |\\n| 7 | athletic pants | Red | False | 880 | 220 | Red | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey0 | 3311 | iL9vd8DerEEJDJQbA |\\n| 8 | athletic pants | Green | False | 880 | 220 | Green | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey1 | 11295 | Ygp8L2zeem8ECZroK |\\n| 9 | athletic pants | Black | False | 880 | 220 | Black | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey2 | 11296 | 8NcTmEpkckocYvTf2 |\\nResult:\\n{'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: construction\\n| | Name | Buy | Category | Source | Filename | Version | Unique Entry ID |\\n|---:|:------------------|-------:|:-----------|:-------------------------------|:------------------------|:----------|:------------------|\\n| 0 | brick bridge | 198000 | Bridge | Resident Services Upgrade | BridgeBricks | 1.0.0 | Rvkrg9tcubTMakcBS |\\n| 1 | iron bridge | 228000 | Bridge | Resident Services Upgrade | BridgeIron | 1.0.0 | RmQ6iiKkFf3Sy4iSQ |\\n| 2 | log bridge | 98000 | Bridge | Resident Services Upgrade | BridgeLog | 1.0.0 | Px55sTfjKSbbMtjAK |\\n| 3 | red zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeRed | 1.0.0 | jTziEHXkeYaugKDQQ |\\n| 4 | stone bridge | 168000 | Bridge | Resident Services Upgrade | BridgeStone | 1.0.0 | JmrwC2tRRCCgbZnrp |\\n| 5 | suspension bridge | 129800 | Bridge | Resident Services Upgrade | BridgeSuspension | 1.0.0 | q52JebMTHDqHJKBba |\\n| 6 | wooden bridge | 168000 | Bridge | Resident Services Upgrade | BridgeWood | 1.0.0 | 7oZ7FMrJEpBLZzsmw |\\n| 7 | zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeJapanese | 1.0.0 | TbKbHzJM8j8ezmAEF |\\n| 8 | basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowAR | 1.0.0 | HrAsZSpm2pRj2u8ad |\\n| 9 | beige basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowGR | 1.0.0 | uF4YeCTGBx4Tawcp8 |\\nResult:\\n{'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: dress_up\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Primary Shape | Secondary Shape | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:------------|:------|------:|-------:|:-----------|:-----------|:-------|:-------------|:--------------------------------------|:------------------------|:------------------|:----------|:--------|:-----------------|:----------------------|:----------|:----------------|:------------------|:-----------------------------------|--------------:|:------------------|\\n| 0 | academy uniform | Navy blue | False | 2080 | 520 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki0 | 2699 | yfbZu5Nj6wtJSnuDW |\\n| 1 | academy uniform | Gray | False | 2080 | 520 | Gray | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki1 | 9016 | zbKRm5Cv5dyiz3y35 |\\n| 2 | academy uniform | Red | False | 2080 | 520 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki2 | 9017 | 3FSAsaikyEjHkLWcM |\\n| 3 | adventure dress | Blue | False | 2800 | 700 | Light blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | fairy tale | True | For sale | Balloon | H | TopsTexOnepieceBalloonHStrangeBlue | 3686 | AQZFR4Bzob9Phsr9R |\\n| 4 | alpinist dress | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean0 | 3168 | rN77JmGnpSNNeQogP |\\n| 5 | alpinist dress | Blue | False | 2520 | 630 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean1 | 8615 | zkWYtfW3WeDbdSQuy |\\n| 6 | alpinist dress | Red | False | 2520 | 630 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean2 | 8616 | TkEkCuYTjTEu38axs |\\n| 7 | alpinist overalls | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean0 | 4443 | vzaWMkA2s7R6SefHa |\\n| 8 | alpinist overalls | Blue | False | 2520 | 630 | Blue | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean1 | 8631 | onM7CM229PHZyRjPd |\\n| 9 | alpinist overalls | Red | False | 2520 | 630 | Red | Pink | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean2 | 8632 | WWbNFkaxwJMGLSBYj |\\nResult:\\n{\\'table_name\\': \\'dress_up\\', \\'table_summary\\': \"The \\'dress_up\\' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Names of clothing items.\\'}, {\\'column_name\\': \\'Variation\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Different color or style variants of each clothing item.\\'}, {\\'column_name\\': \\'DIY\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item is available as a DIY recipe.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price of the item.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Sell price of the item.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary color of the item.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color of the item.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Size of the clothing item.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Source from where the item can be obtained.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Notes about item availability.\\'}, {\\'column_name\\': \\'Seasonal Availability\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Information on whether the item is available year-round or seasonally.\\'}, {\\'column_name\\': \\'Mannequin Piece\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item can be used as a mannequin piece.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Version information for the item.\\'}, {\\'column_name\\': \\'Style\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Stylistic classification of the clothing.\\'}, {\\'column_name\\': \\'Label Themes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Themes associated with the clothing\\'s labels.\"}, {\\'column_name\\': \\'Villager Equippable\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if villagers can wear the item.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog status of the item.\\'}, {\\'column_name\\': \\'Primary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary form of the clothing item.\\'}, {\\'column_name\\': \\'Secondary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary form of the clothing item.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File name related to the clothing item.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the item.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique identifier for the table entry.\\'}]}\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: fencing\\n| | Name | DIY | Stack Size | Buy | Sell | Source | Source Notes | Version | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------|-------------:|:------|-------:|:---------|:---------------|:----------|:------------------------|--------------:|:------------------|\\n| 0 | bamboo lattice fence | True | 50 | NFS | 960 | Crafting | | 1.0.0 | ItemFenceBamboo | 3403 | XaLnmQsQ47HfHQ9g5 |\\n| 1 | barbed-wire fence | True | 50 | NFS | 1980 | Crafting | | 1.0.0 | ItemFenceBarbedWire | 5213 | dNgibaR9jFqaDwuDZ |\\n| 2 | brick fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceWallRenga | 3080 | WAzanA7e5MREzJdMh |\\n| 3 | Bunny Day fence | True | 50 | NFS | 2400 | Crafting | | 1.1.0a | ItemFenceEgg | 12630 | CLQGhAfSNykpxrh3a |\\n| 4 | corral fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceHorizontalWood | 4349 | rqwqYy7Aphvh5zBSA |\\n| 5 | country fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceLog | 4350 | twwkbWJ8YsoJEy3j8 |\\n| 6 | hedge | True | 50 | NFS | 55 | Crafting | | 1.2.0 | ItemFenceIkegaki | 12758 | TphLYSh2MdogHdheg |\\n| 7 | imperial fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceChinese | 4354 | fHqt7TXfbhfKnPbwG |\\n| 8 | iron fence | True | 50 | NFS | 4500 | Crafting | | 1.0.0 | ItemFenceSteel | 4357 | RL5hL24NbwzE7zv3R |\\n| 9 | iron-and-stone fence | True | 50 | NFS | 3150 | Crafting | | 1.0.0 | ItemFenceIronAndStone | 5206 | kjSa4R6JQz2DtWQ2C |\\nResult:\\n{'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: fish\\n| | # | Name | Sell | Where/How | Shadow | Total Catches to Unlock | Spawn Rates | Rain/Snow Catch Up | NH Jan | NH Feb | NH Mar | NH Apr | NH May | NH Jun | NH Jul | NH Aug | NH Sep | NH Oct | NH Nov | NH Dec | SH Jan | SH Feb | SH Mar | SH Apr | SH May | SH Jun | SH Jul | SH Aug | SH Sep | SH Oct | SH Nov | SH Dec | Color 1 | Color 2 | Size | Lighting Type | Icon Filename | Critterpedia Filename | Furniture Filename | Internal ID | Unique Entry ID |\\n|---:|----:|:----------------|-------:|:------------|:---------|--------------------------:|:--------------|:---------------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:-----------|:----------|:-------|:----------------|:----------------|:------------------------|:---------------------|--------------:|:------------------|\\n| 0 | 56 | anchovy | 200 | Sea | Small | 0 | 2–5 | False | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | Blue | Red | 1x1 | No lighting | Fish81 | FishAntyobi | FtrFishAntyobi | 4201 | LzuWkSQP55uEpRCP5 |\\n| 1 | 36 | angelfish | 3000 | River | Small | 20 | 2–5 | False | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | Yellow | Black | 1x1 | Fluorescent | Fish30 | FishAngelfish | FtrFishAngelfish | 2247 | XTCFCk2SiuY5YXLZ7 |\\n| 2 | 44 | arapaima | 10000 | River | XX-Large | 50 | 1 | True | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Black | Blue | 3x2 | No lighting | Fish36 | FishPiraruku | FtrFishPiraruku | 2253 | mZy4BES54bqwi97br |\\n| 3 | 41 | arowana | 10000 | River | Large | 50 | 1–2 | False | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Yellow | Black | 2x1 | Fluorescent | Fish33 | FishArowana | FtrFishArowana | 2250 | F68AvCaqddBJL7ZSN |\\n| 4 | 58 | barred knifejaw | 5000 | Sea | Medium | 20 | 3–5 | False | NA | NA | All day | All day | All day | All day | All day | All day | All day | All day | All day | NA | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | All day | White | Black | 1x1 | Fluorescent | Fish47 | FishIshidai | FtrFishIshidai | 2265 | X3R9SFSAaDzBF4fE3 |\\n| 5 | 79 | barreleye | 15000 | Sea | Small | 100 | 1 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | Black | Black | 1x1 | Fluorescent | Fish84 | FishDemenigisu | FtrFishDemenigisu | 4204 | BpqTa4zmTjv3Nm4wE |\\n| 6 | 37 | betta | 2500 | River | Small | 20 | 1–4 | False | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | Light blue | Black | 1x1 | Fluorescent | Fish77 | FishBeta | FtrFishBeta | 4191 | 7QcQXzwZoNGiNA94k |\\n| 7 | 1 | bitterling | 900 | River | X-Small | 0 | 12–17 | False | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | All day | All day | All day | All day | All day | NA | NA | NA | Light blue | Blue | 1x1 | No lighting | Fish0 | FishTanago | FtrFishTanago | 2215 | Drj6eLRBgg4T9KhNx |\\n| 8 | 22 | black bass | 400 | River | Large | 0 | 4–12 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Green | Black | 1x1 | Fluorescent | Fish19 | FishBlackbass | FtrFishBlackbass | 2234 | wAZvfTca7GyaTtLcQ |\\n| 9 | 54 | blowfish | 5000 | Sea | Medium | 20 | 5 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | Beige | Black | 1x1 | Fluorescent | Fish73 | FishFugu | FtrFishFugu | 2262 | aDsmTcByApycafxTa |\\nResult:\\n{\\'table_name\\': \\'fish\\', \\'table_summary\\': \\'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.\\', \\'columns\\': [{\\'column_name\\': \\'#\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Entry number of the fish.\\'}, {\\'column_name\\': \\'Name\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The common name of the fish.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The selling price of the fish in the game.\\'}, {\\'column_name\\': \\'Where/How\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The habitat where the fish can be found.\\'}, {\\'column_name\\': \\'Shadow\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size of the shadow the fish casts in the water.\\'}, {\\'column_name\\': \\'Total Catches to Unlock\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Number of catches required to unlock specific rewards.\\'}, {\\'column_name\\': \\'Spawn Rates\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \"Information about the fish\\'s spawn rates.\"}, {\\'column_name\\': \\'Rain/Snow Catch Up\\', \\'column_type\\': \\'boolean\\', \\'values_summary\\': \\'Indicates if the fish can be caught during rain or snow.\\'}, {\\'column_name\\': \\'NH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The main color of the fish.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The secondary color of the fish.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size classification of the fish.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The type of lighting if applicable.\\'}, {\\'column_name\\': \\'Icon Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The icon file name for the fish.\\'}, {\\'column_name\\': \\'Critterpedia Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The critterpedia entry file name for the fish.\\'}, {\\'column_name\\': \\'Furniture Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The furniture file name related to the fish.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The internal ID of the fish.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The unique entry identifier.\\'}]}\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: floors\\n| | Name | VFX | DIY | Buy | Sell | Color 1 | Color 2 | Miles Price | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | Tag | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------------|:------|:------|:------|-------:|:-----------|:-----------|:--------------|:--------------|:---------------|:----------|:----------------|:----------------|:-------------|:---------------|:-------------|:-------------------------|--------------:|:------------------|\\n| 0 | aqua tile flooring | False | False | 900 | 225 | Light blue | Light blue | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTile01 | 5036 | JmNGqRhEow3PH7bgk |\\n| 1 | arabesque flooring | False | False | 2120 | 530 | Black | Gray | NA | Nook's Cranny | | 1.0.0 | expensive | living room | None | Cloth Floors | For sale | RoomTexFloorArabesque00 | 4953 | 4dabyuetmZD5dDdCH |\\n| 2 | arched-brick flooring | False | False | 1100 | 275 | Brown | Brown | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Arched Brick | For sale | RoomTexFloorArchBrick00 | 4998 | CSPoYJzCnzWjqWrj5 |\\n| 3 | argyle tile flooring | False | False | 1750 | 437 | White | Beige | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTileWood00 | 4994 | BH8PqRSou2XjQ8ppQ |\\n| 4 | artsy parquet flooring | False | False | 1800 | 450 | Beige | Beige | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Simple Parquet | For sale | RoomTexFloorParquetArt00 | 5232 | fbfCzw546bWEF95Aq |\\n| 5 | backyard lawn | False | True | NFS | 600 | Green | Green | NA | Crafting | | 1.0.0 | garden | None | None | Grassland | Not for sale | RoomTexFloorLawn00 | 4979 | kANgKb2s4a6pMSjnd |\\n| 6 | bamboo flooring | False | True | NFS | 2400 | Green | Beige | NA | Crafting | | 1.0.0 | zen-style | None | bamboo | Nature - Green | Not for sale | RoomTexFloorBamboo00 | 4964 | gMeLjZdPobbrt58sT |\\n| 7 | basement flooring | False | True | NFS | 1500 | Gray | Gray | NA | Crafting | | 1.0.0 | horror | facility | None | Stone Floors | Not for sale | RoomTexFloorBasement00 | 4797 | DgaMSqGEyko87dD3H |\\n| 8 | beige desert-tile flooring | False | False | 2100 | 525 | Beige | White | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Morocco | For sale | RoomTexFloorMorocco00 | 4965 | yhH3pNWq8L8j48tHW |\\n| 9 | berry-chocolates flooring | False | False | 3000 | 750 | Pink | Pink | NA | Saharah | | 1.0.0 | fancy | None | None | Chocolate | Not for sale | RoomTexFloorChocolate02 | 5053 | E7Mfi6saTnBEgW6o8 |\\nResult:\\n{'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: fossils\\n| | Name | Buy | Sell | Color 1 | Color 2 | Size | Source | Museum | Version | Interact | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------|:------|-------:|:----------|:----------|:-------|:------------------|:---------|:----------|:-----------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | acanthostega | NFS | 2000 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilFirstFourLegs | 4664 | LQkRP3kBn3T2jBboF |\\n| 1 | amber | NFS | 1200 | Yellow | Yellow | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmber | 294 | ANAhATcHWvAGEhRnt |\\n| 2 | ammonite | NFS | 1100 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmmonoidea | 295 | ojNKnr4YRrmPi2gPo |\\n| 3 | ankylo skull | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusA | 169 | QQjxKmQ8Aac9cSoM2 |\\n| 4 | ankylo tail | NFS | 2500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusC | 171 | wLWBm2R727RC3qSL2 |\\n| 5 | ankylo torso | NFS | 3000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusB | 170 | 5QNzf5buPckabN6cR |\\n| 6 | anomalocaris | NFS | 2000 | Black | Gray | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAnomalocaris | 4651 | TYX964LM2tNZ3SYKC |\\n| 7 | archaeopteryx | NFS | 1300 | Beige | Brown | 1x1 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchaeopteryx | 298 | ky9pkmc2fmK9thuFH |\\n| 8 | archelon skull | NFS | 4000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonA | 177 | cYZhXfyNiqZy2hgeM |\\n| 9 | archelon tail | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonB | 178 | CtosFxKjG5nzLGi4t |\\nResult:\\n{\\'table_name\\': \\'fossils\\', \\'table_summary\\': \\'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).\\', \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'List of fossil names.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Indicates the buying conditions, all are \\'NFS\\'.\"}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling prices for each fossil.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary colors of the fossils.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary colors of the fossils.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Dimensions of the fossils represented as \\'x\\' size format.\"}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Indicates the source of the fossils.\\'}, {\\'column_name\\': \\'Museum\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Museum location associated with the fossils.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Versioning information for the table.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Interaction status of the fossils, all are false.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Availability status of fossils, all indicated as \\'Not for sale\\'.\"}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File references associated with each fossil.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifiers for the fossils.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique entry identifiers for tracking.\\'}]}\\n'}]\n", + "Prepared group chat with 14 messages, the last speaker is \u001b[33mchat_manager\u001b[0m\n", + "\u001b[33mchat_manager\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: What are the different possible sizes of fish?\n", + "\n", + "--------------------------------------------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_4EVdox1ofuoDpelFRilMihQC): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I execute a query to retrieve fish sizes from the database, then I will receive different sizes that fish can have.\",\"validation_criteria\":[\"The result should include multiple rows of fish sizes.\",\"Each row should have a unique size entry.\",\"The sizes should correspond to the information found in the fish table.\"],\"query\":\"SELECT DISTINCT Size FROM fish;\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_4EVdox1ofuoDpelFRilMihQC\n", + "Input arguments: {'hypothesis': 'If I execute a query to retrieve fish sizes from the database, then I will receive different sizes that fish can have.', 'validation_criteria': ['The result should include multiple rows of fish sizes.', 'Each row should have a unique size entry.', 'The sizes should correspond to the information found in the fish table.'], 'query': 'SELECT DISTINCT Size FROM fish;', 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_4EVdox1ofuoDpelFRilMihQC) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I execute a query to retrieve fish sizes from the database, then I will receive different sizes that fish can have.\n", + "Validation Criteria:\n", + "The result should include multiple rows of fish sizes.\n", + "Each row should have a unique size entry.\n", + "The sizes should correspond to the information found in the fish table.\n", + "Result:\n", + "| | Size |\n", + "|---:|:-------|\n", + "| 0 | 2x2 |\n", + "| 1 | 1x1 |\n", + "| 2 | 2x1 |\n", + "| 3 | 3x2 |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT DISTINCT Size FROM fish;\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: What are the different possible sizes of fish?\n", + "Result: Passed\n", + "Justification: The result provides a clear list of unique fish sizes, indicating diverse categories of fish sizes available in the database.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The result should include multiple rows of fish sizes.\n", + "Result: Passed\n", + "Justification: The result includes four unique sizes.\n", + "\n", + "- Criterion: Each row should have a unique size entry.\n", + "Result: Passed\n", + "Justification: Each size listed in the result is unique.\n", + "\n", + "- Criterion: The sizes should correspond to the information found in the fish table.\n", + "Result: Passed\n", + "Justification: The sizes align with the fish data as expected from the fishing database.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + " Size\n", + "0 2x2\n", + "1 1x1\n", + "2 2x1\n", + "3 3x2\n" + ] + } + ], + "source": [ + "fish_sizes_res = queryer.auto_gen_func(\"What are the different possible sizes of fish?\")\n", + "print(fish_sizes_res.result)\n", + "\n", + "queryer.remember(fish_sizes_res)" + ] + }, + { + "cell_type": "markdown", + "id": "9dc6ab62", + "metadata": {}, + "source": [ + "#### And now it should be able to do a better job. It got it in one go!\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "374c0e69", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[AutoGenResult(result= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, question='List the available tables. Only use valid DuckDB syntax.', function_response=FunctionResponse(function=, hypothesis='If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', args=[], kwargs={'query': \"SELECT name FROM sqlite_master WHERE type='table';\"}, result_data= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, result_str='| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |', validation_criteria=['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='List the available tables. Only use valid DuckDB syntax.', result=True, justification='The response provided a complete list of table names, which satisfies the question.'), criteria_results=[CriterionResult(criterion='The response should contain the names of tables present in the database.', result=True, justification='The result includes a comprehensive list of table names.'), CriterionResult(criterion='The syntax used should be valid DuckDB SQL syntax.', result=True, justification=\"The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\"), CriterionResult(criterion='The response should represent the results in a clear markdown format.', result=True, justification='The results are presented in a clear tabular markdown format, making it easy to read.')])), AutoGenResult(result= Size\n", + "0 2x2\n", + "1 1x1\n", + "2 2x1\n", + "3 3x2, question='What are the different possible sizes of fish?', function_response=FunctionResponse(function=, hypothesis='If I execute a query to retrieve fish sizes from the database, then I will receive different sizes that fish can have.', args=[], kwargs={'query': 'SELECT DISTINCT Size FROM fish;'}, result_data= Size\n", + "0 2x2\n", + "1 1x1\n", + "2 2x1\n", + "3 3x2, result_str='| | Size |\\n|---:|:-------|\\n| 0 | 2x2 |\\n| 1 | 1x1 |\\n| 2 | 2x1 |\\n| 3 | 3x2 |', validation_criteria=['The result should include multiple rows of fish sizes.', 'Each row should have a unique size entry.', 'The sizes should correspond to the information found in the fish table.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='What are the different possible sizes of fish?', result=True, justification='The result provides a clear list of unique fish sizes, indicating diverse categories of fish sizes available in the database.'), criteria_results=[CriterionResult(criterion='The result should include multiple rows of fish sizes.', result=True, justification='The result includes four unique sizes.'), CriterionResult(criterion='Each row should have a unique size entry.', result=True, justification='Each size listed in the result is unique.'), CriterionResult(criterion='The sizes should correspond to the information found in the fish table.', result=True, justification='The sizes align with the fish data as expected from the fishing database.')])), AutoGenResult(result={'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}, question=\"Summarize the following table: accessories\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Type | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:----------------------|:------------|:------|:------|-------:|:-----------|:----------|:-------|:--------------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:---------|:------------------------------|:----------------------------|:----------------------|:-------------|:--------------------------|--------------:|:------------------|\\n| 0 | 3D glasses | White | False | 490 | 122 | White | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed0 | 4463 | FNxEraBTeWRiCvtFu |\\n| 1 | 3D glasses | Black | False | 490 | 122 | Black | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed1 | 11020 | mM9SXPCcGPfPJAmtm |\\n| 2 | bandage | Beige | False | 140 | 35 | Beige | White | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Active | outdoorsy; comfy; sporty | AccessoryMouth | False | For sale | AccessoryMouthBandageSkin | 4677 | 2qFT5iPkk8bREvpkj |\\n| 3 | beak | Yellow | False | 490 | 122 | Yellow | Yellow | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Cute | fairy tale; party; theatrical | AccessoryMouthInvisibleNose | False | For sale | AccessoryMouthBeakYellow | 3549 | T5CpsJi4xBSachNL5 |\\n| 4 | birthday shades | Yellow | False | NFS | 620 | Yellow | Red | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday0 | 4510 | S6CiB9ZvzBTMhEnDz |\\n| 5 | birthday shades | Pink | False | NFS | 620 | Pink | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday1 | 11217 | g3MPcmAKM4z5h8KYX |\\n| 6 | birthday shades | Red | False | NFS | 620 | Red | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday2 | 11218 | ojXoAAj8Bs2XgRiWB |\\n| 7 | birthday shades | Blue | False | NFS | 620 | Light blue | Green | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday3 | 11219 | Yr9mRJaZM44554oTS |\\n| 8 | bottom-rimmed glasses | Red | False | 1100 | 275 | Red | Red | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose0 | 4597 | ZHqtvcoqqDpJLf9Pc |\\n| 9 | bottom-rimmed glasses | Purple | False | 1100 | 275 | Purple | Purple | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose1 | 11081 | akRhFD3qeJEPM7WiD |\", function_response=FunctionResponse(function=, hypothesis='If I summarize the accessories table, then I will have a concise overview of its contents.', args=[], kwargs={'table_summary': {'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}}, result_data={'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}, result_str=\"{'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}\", validation_criteria=['The table name should be accurate and match the provided table.', 'The summary should convey the purpose and content of the table in a maximum of three sentences.', 'All columns of the table should be listed with their respective types and a summary of their values.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: accessories', result=True, justification=\"The summary accurately presents an overview of the table's contents, including a brief description of the accessories and the structure of the data.\"), criteria_results=[CriterionResult(criterion='The table name should be accurate and match the provided table.', result=True, justification=\"The table name 'accessories' matches the provided table.\"), CriterionResult(criterion='The summary should convey the purpose and content of the table in a maximum of three sentences.', result=True, justification='The summary effectively conveys the purpose and content of the table in three concise sentences.'), CriterionResult(criterion='All columns of the table should be listed with their respective types and a summary of their values.', result=True, justification='The summary includes all columns along with their types and a brief summary of their values.')])), AutoGenResult(result={'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}, question=\"Summarize the following table: achievements\\n| | Name | Award Criteria | # | Internal ID | Internal Name | Internal Category | Num of Tiers | Tier 1 | Tier 2 | Tier 3 | Tier 4 | Tier 5 | Reward Tier 1 | Reward Tier 2 | Reward Tier 3 | Reward Tier 4 | Reward Tier 5 | Reward Tier 6 | Sequential | Version | Unique Entry ID |\\n|---:|:------------------------|:---------------------------------------------------------------------|----:|--------------:|:------------------|:--------------------|---------------:|---------:|---------:|---------:|---------:|---------:|----------------:|----------------:|----------------:|----------------:|----------------:|----------------:|:-------------|:----------|:------------------|\\n| 0 | (island name) Miles! | Awarded when Nook Miles program is first unlocked | 1 | 53 | ImmigratetoIsland | Event | 1 | 1 | 0 | 0 | 0 | 0 | 500 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | QvQq6d4qJgCiBkMLX |\\n| 1 | Angling for Perfection! | Number of total fish caught | 2 | 0 | CatchFish | Fish | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | wkj9WzycBpxtq6CDG |\\n| 2 | Island Ichthyologist | Number of unique fish caught | 3 | 3 | FillFishList | Fish | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | Ajpkv8wXcZLqM8bMT |\\n| 3 | Island Togetherness | Number of days in which you've talked to every one of your villagers | 4 | 68 | GreetAllVillager | Communication | 5 | 1 | 10 | 20 | 30 | 50 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | syoxyxWL7ymwpKpGN |\\n| 4 | You've Got the Bug | Number of total bugs caught | 5 | 1 | CatchInsect | Insect | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | weJ4f9MDdBuzLBrBM |\\n| 5 | Bugs Don't Bug Me | Number of unique bugs caught | 6 | 4 | FillInsectList | Insect | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | ttRSm74XC4MzSHgnX |\\n| 6 | Have a Nice DIY! | Number of DIY recipes collected | 7 | 55 | FillRecipeList | DIY | 5 | 10 | 50 | 100 | 150 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | fsanquagmfwNCY8wW |\\n| 7 | DIY Tools | Number of tools you've crafted | 8 | 72 | DIYTool | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | 6k5CnRgbm55m93jMT |\\n| 8 | DIY Furniture | Number of furniture pieces you've crafted | 9 | 73 | DIYFurniture | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | TprrYjwsCvZbDdcvK |\\n| 9 | Furniture Freshener | Number of times you've customized furniture at a workbench | 10 | 14 | RemakeFurniture | DIY | 5 | 5 | 20 | 50 | 100 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | viHJXo8XB8C3h259Q |\", function_response=FunctionResponse(function=, hypothesis='if the achievements table is summarized, then the summary will highlight the main features and purpose of the table.', args=[], kwargs={'table_summary': {'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}}, result_data={'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}, result_str=\"{'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}\", validation_criteria=['the summary includes the main purpose of the achievements table', 'the summary mentions the key columns present in the table', 'the summary is concise, containing no more than three sentences']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: achievements', result=True, justification='The summary effectively captures the main purpose of the achievements table, which is to provide a list of awards and their corresponding criteria, tiers, and rewards. It also highlights key columns in the table and remains concise.'), criteria_results=[CriterionResult(criterion='the summary includes the main purpose of the achievements table', result=True, justification='The summary states that the achievements table lists various awards that players can unlock in a game along with criteria needed to earn them.'), CriterionResult(criterion='the summary mentions the key columns present in the table', result=True, justification=\"The summary includes a detailed description of key columns such as 'Name', 'Award Criteria', 'Num of Tiers', and the 'Tier' and 'Reward' columns.\"), CriterionResult(criterion='the summary is concise, containing no more than three sentences', result=True, justification='The summary contains three sentences that concisely summarize the table.')])), AutoGenResult(result={'table_name': 'art', 'table_summary': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Various names of artworks and sculptures.'}, {'column_name': 'Genuine', 'column_type': 'bool', 'values_summary': 'Indicates whether the artwork is genuine (True) or fake (False).'}, {'column_name': 'Category', 'column_type': 'str', 'values_summary': 'Categories indicate the type of artwork such as painting or sculpture.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price in currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price or zero if not for sale.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Main color description (if applicable).'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color description (if applicable).'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Dimensions of the artwork.'}, {'column_name': 'Real Artwork Title', 'column_type': 'str', 'values_summary': 'The actual title of the artwork.'}, {'column_name': 'Artist', 'column_type': 'str', 'values_summary': 'Name of the artist associated with the artwork.'}, {'column_name': 'Museum Description', 'column_type': 'str', 'values_summary': 'A brief background or description provided by the museum.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Reference to where the artwork is sourced from.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Any notes relevant to the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Denotes the version of the artwork in the collection.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept classification from the HHA system.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept classification from the HHA system.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'Series classification for the artwork.'}, {'column_name': 'HHA Set', 'column_type': 'str', 'values_summary': 'Set classification of the artwork.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Indicates if the artwork has an interactive feature.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag designation for the artwork.'}, {'column_name': 'Speaker Type', 'column_type': 'str', 'values_summary': 'Describes the type of speaker associated with the artwork.'}, {'column_name': 'Lighting Type', 'column_type': 'str', 'values_summary': 'Type of lighting the artwork features.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog number or identifier.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename for the associated image or document.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the artwork.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Global unique identifier for the entry.'}]}, question='Summarize the following table: art\\n| | Name | Genuine | Category | Buy | Sell | Color 1 | Color 2 | Size | Real Artwork Title | Artist | Museum Description | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | HHA Set | Interact | Tag | Speaker Type | Lighting Type | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:----------|:--------------|------:|-------:|:----------|:----------|:-------|:------------------------------------------|:----------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------|:---------------|:----------|:----------------|:----------------|:-------------|:----------|:-----------|:----------|:--------------------|:----------------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | academic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianMan | 12619 | xfTf9sfyLkxHQEz4u |\\n| 1 | academic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianManFake | 12620 | 5KNFAo3LkdTTJPQkd |\\n| 2 | amazing painting | True | Wall-mounted | 4980 | 1245 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatch | 56 | Sg6MCSG3m9tvjGWoj |\\n| 3 | amazing painting | False | Wall-mounted | 4980 | 0 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatchFake | 55 | vc2Ebu4Pkn443zYiN |\\n| 4 | ancient statue | True | Miscellaneous | 4980 | 1245 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguu | 1337 | zpAsguge9Yb29ksjS |\\n| 5 | ancient statue | False | Miscellaneous | 4980 | 0 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguuFake | 1338 | fXbsrcXirg6miBoqT |\\n| 6 | basic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoy | 14 | Xhn8ZjtbdZeET3NXR |\\n| 7 | basic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoyFake | 13 | o4px7Mx9g2Zk6NHvC |\\n| 8 | beautiful statue | True | Housewares | 4980 | 1245 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMilo | 1341 | iscap6FsmDZdNP5dw |\\n| 9 | beautiful statue | False | Housewares | 4980 | 0 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMiloFake | 1342 | w9vrMbhJNj6JHkznu |', function_response=FunctionResponse(function=, hypothesis=\"If the function summarizes the art table, then it will provide a concise overview of the table's content and purpose.\", args=[], kwargs={'table_summary': {'table_name': 'art', 'table_summary': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Various names of artworks and sculptures.'}, {'column_name': 'Genuine', 'column_type': 'bool', 'values_summary': 'Indicates whether the artwork is genuine (True) or fake (False).'}, {'column_name': 'Category', 'column_type': 'str', 'values_summary': 'Categories indicate the type of artwork such as painting or sculpture.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price in currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price or zero if not for sale.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Main color description (if applicable).'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color description (if applicable).'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Dimensions of the artwork.'}, {'column_name': 'Real Artwork Title', 'column_type': 'str', 'values_summary': 'The actual title of the artwork.'}, {'column_name': 'Artist', 'column_type': 'str', 'values_summary': 'Name of the artist associated with the artwork.'}, {'column_name': 'Museum Description', 'column_type': 'str', 'values_summary': 'A brief background or description provided by the museum.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Reference to where the artwork is sourced from.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Any notes relevant to the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Denotes the version of the artwork in the collection.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept classification from the HHA system.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept classification from the HHA system.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'Series classification for the artwork.'}, {'column_name': 'HHA Set', 'column_type': 'str', 'values_summary': 'Set classification of the artwork.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Indicates if the artwork has an interactive feature.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag designation for the artwork.'}, {'column_name': 'Speaker Type', 'column_type': 'str', 'values_summary': 'Describes the type of speaker associated with the artwork.'}, {'column_name': 'Lighting Type', 'column_type': 'str', 'values_summary': 'Type of lighting the artwork features.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog number or identifier.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename for the associated image or document.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the artwork.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Global unique identifier for the entry.'}]}}, result_data={'table_name': 'art', 'table_summary': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Various names of artworks and sculptures.'}, {'column_name': 'Genuine', 'column_type': 'bool', 'values_summary': 'Indicates whether the artwork is genuine (True) or fake (False).'}, {'column_name': 'Category', 'column_type': 'str', 'values_summary': 'Categories indicate the type of artwork such as painting or sculpture.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price in currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price or zero if not for sale.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Main color description (if applicable).'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color description (if applicable).'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Dimensions of the artwork.'}, {'column_name': 'Real Artwork Title', 'column_type': 'str', 'values_summary': 'The actual title of the artwork.'}, {'column_name': 'Artist', 'column_type': 'str', 'values_summary': 'Name of the artist associated with the artwork.'}, {'column_name': 'Museum Description', 'column_type': 'str', 'values_summary': 'A brief background or description provided by the museum.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Reference to where the artwork is sourced from.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Any notes relevant to the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Denotes the version of the artwork in the collection.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept classification from the HHA system.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept classification from the HHA system.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'Series classification for the artwork.'}, {'column_name': 'HHA Set', 'column_type': 'str', 'values_summary': 'Set classification of the artwork.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Indicates if the artwork has an interactive feature.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag designation for the artwork.'}, {'column_name': 'Speaker Type', 'column_type': 'str', 'values_summary': 'Describes the type of speaker associated with the artwork.'}, {'column_name': 'Lighting Type', 'column_type': 'str', 'values_summary': 'Type of lighting the artwork features.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog number or identifier.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename for the associated image or document.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the artwork.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Global unique identifier for the entry.'}]}, result_str='{\\'table_name\\': \\'art\\', \\'table_summary\\': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork\\'s aesthetics, historical context, and museum source.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Various names of artworks and sculptures.\\'}, {\\'column_name\\': \\'Genuine\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates whether the artwork is genuine (True) or fake (False).\\'}, {\\'column_name\\': \\'Category\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Categories indicate the type of artwork such as painting or sculpture.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price in currency.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling price or zero if not for sale.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Main color description (if applicable).\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color description (if applicable).\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Dimensions of the artwork.\\'}, {\\'column_name\\': \\'Real Artwork Title\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'The actual title of the artwork.\\'}, {\\'column_name\\': \\'Artist\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Name of the artist associated with the artwork.\\'}, {\\'column_name\\': \\'Museum Description\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'A brief background or description provided by the museum.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Reference to where the artwork is sourced from.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Any notes relevant to the source.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Denotes the version of the artwork in the collection.\\'}, {\\'column_name\\': \\'HHA Concept 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'First concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Concept 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Second concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Series\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Series classification for the artwork.\\'}, {\\'column_name\\': \\'HHA Set\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Set classification of the artwork.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the artwork has an interactive feature.\\'}, {\\'column_name\\': \\'Tag\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Tag designation for the artwork.\\'}, {\\'column_name\\': \\'Speaker Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Describes the type of speaker associated with the artwork.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Type of lighting the artwork features.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog number or identifier.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Filename for the associated image or document.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the artwork.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Global unique identifier for the entry.\\'}]}', validation_criteria=['Contains the table name', 'Includes a brief summary', 'Lists all column names', 'Describes the column types', 'Presents a summary of values for each column']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: art', result=True, justification='The summary effectively encapsulates the main purpose and content of the table, including descriptions of artwork characteristics and classification.'), criteria_results=[CriterionResult(criterion='Contains the table name', result=True, justification=\"The summary clearly states that the table name is 'art.'\"), CriterionResult(criterion='Includes a brief summary', result=True, justification=\"The provided summary gives a concise overview of the table's content and significance.\"), CriterionResult(criterion='Lists all column names', result=True, justification='All column names from the table are included in the summary.'), CriterionResult(criterion='Describes the column types', result=True, justification='Each column name is accompanied by its corresponding data type.'), CriterionResult(criterion='Presents a summary of values for each column', result=True, justification='For every column, there is a summary of possible values or descriptions based on the data.')])), AutoGenResult(result={'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}, question='Summarize the following table: bags\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------------|:------------|:------|:------|-------:|:-----------|:-----------|:-------|:--------------|:---------|:---------------|:------------------------|:----------|:--------|:------------------------------|:----------------------|:-------------|:---------------------------|--------------:|:------------------|\\n| 0 | acorn pochette | Brown | True | NFS | 2400 | Brown | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderAcorn0 | 7492 | XiC7bNzTBAdb8zWwr |\\n| 1 | basket pack | Green | True | NFS | 2400 | Green | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Simple | outdoorsy; work | False | Not for sale | BagBackpackBasket0 | 7506 | BW764rj9aH3QL6GRH |\\n| 2 | bug cage | Green | False | NFS | 122 | Green | White | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Active | outdoorsy; vacation | False | Not for sale | BagShoulderCage0 | 7479 | nrkEKkL46YsQYcYjp |\\n| 3 | Bunny Day bag | None | True | NFS | 2400 | Colorful | Colorful | 1x1 | NA | Crafting | | All Year | 1.1.0a | Active | fairy tale; party; theatrical | False | Not for sale | BagBackpackEgg0 | 12447 | YGofzAZknSTYWmfWM |\\n| 4 | butterfly backpack | Pink | False | NFS | 210 | Pink | Yellow | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Cute | everyday; formal; party | False | Not for sale | BagBackpackButterfly0 | 7502 | unsmeHZemRaTnq62z |\\n| 5 | canvas backpack | White | False | 1300 | 325 | White | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagBackpackTote0 | 7509 | ZtgYddBwpZfGMjewu |\\n| 6 | cherry-blossom pochette | Pink | True | NFS | 2400 | Pink | Pink | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderCherryblossoms0 | 7490 | wwkZdhj9HzxZiqHys |\\n| 7 | cloth shoulder bag | Blue | False | 1400 | 350 | Light blue | Light blue | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas0 | 7487 | DzoRrArWrKtzn6Xzc |\\n| 8 | cloth shoulder bag | Orange | False | 1400 | 350 | Orange | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas1 | 12013 | dcpCgBwji4QCYAy8k |\\n| 9 | cloth shoulder bag | Ivory | False | 1400 | 350 | White | White | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas2 | 12014 | NfkYKg5NoaWKBEpzN |', function_response=FunctionResponse(function=, hypothesis='If I summarize the bags table, then I will provide a clear overview of its content and structure.', args=[], kwargs={'table_summary': {'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}}, result_data={'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}, result_str=\"{'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}\", validation_criteria=['The summary includes the table name.', \"The summary provides a brief description of the table's purpose and content.\", 'The summary lists the column names and their corresponding types.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: bags', result=True, justification='The summary effectively describes the table, including its purpose, the name of the table, and provides a comprehensive list of columns along with their types and brief descriptions.'), criteria_results=[CriterionResult(criterion='The summary includes the table name.', result=True, justification=\"The summary explicitly states the table name as 'bags'.\"), CriterionResult(criterion=\"The summary provides a brief description of the table's purpose and content.\", result=True, justification='The summary explains that the table lists various types of bags, their attributes, and how to acquire them.'), CriterionResult(criterion='The summary lists the column names and their corresponding types.', result=True, justification='The summary includes all column names along with their data types and descriptions.')])), AutoGenResult(result={'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}, question=\"Summarize the following table: bottoms\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------------|:------|------:|-------:|:----------|:-----------|:-------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:--------|:-------------------------|:----------------------|:----------|:-------------------------------|--------------:|:------------------|\\n| 0 | acid-washed jeans | Blue | False | 1320 | 330 | Blue | Blue | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical0 | 5286 | QaecPktemD3XuFdwy |\\n| 1 | acid-washed jeans | Black | False | 1320 | 330 | Black | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical1 | 11385 | a7HNjgRFkCznkDLLH |\\n| 2 | animal-stripes skirt | Tiger | False | 1100 | 275 | Yellow | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe0 | 9842 | qmtHwBmtJDvtNntTs |\\n| 3 | animal-stripes skirt | Zebra | False | 1100 | 275 | Gray | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe1 | 12067 | 4mDRmSG3scfXh3oon |\\n| 4 | apron skirt | Purple | False | 700 | 175 | White | Purple | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron0 | 5710 | MtsvEMQ9Z9damsycd |\\n| 5 | apron skirt | Blue | False | 700 | 175 | White | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron1 | 8921 | cfzi35RpY8onR3hra |\\n| 6 | apron skirt | Beige | False | 700 | 175 | White | Beige | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron2 | 8922 | AmWS5iMbatqDr2eLs |\\n| 7 | athletic pants | Red | False | 880 | 220 | Red | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey0 | 3311 | iL9vd8DerEEJDJQbA |\\n| 8 | athletic pants | Green | False | 880 | 220 | Green | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey1 | 11295 | Ygp8L2zeem8ECZroK |\\n| 9 | athletic pants | Black | False | 880 | 220 | Black | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey2 | 11296 | 8NcTmEpkckocYvTf2 |\", function_response=FunctionResponse(function=, hypothesis=\"If we summarize the 'bottoms' table, then we will gain an overview of the clothing items it contains, their variations, and other attributes.\", args=[], kwargs={'table_summary': {'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}}, result_data={'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}, result_str=\"{'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}\", validation_criteria=['The summary should explain the purpose of the table.', 'The summary should include key attributes such as clothing names and styles.', 'The summary should mention the source and seasonal availability.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: bottoms', result=True, justification='The summary provides a clear explanation of the purpose of the table, listing the different types of clothing items available, their essential attributes like names and styles, and details about their availability from specific sources.'), criteria_results=[CriterionResult(criterion='The summary should explain the purpose of the table.', result=True, justification='The summary explains that the table contains various types of bottoms available for purchase in the game, indicating its purpose.'), CriterionResult(criterion='The summary should include key attributes such as clothing names and styles.', result=True, justification=\"The summary lists clothing names and mentions styles like 'Simple' and 'Cool,' along with various color variations.\"), CriterionResult(criterion='The summary should mention the source and seasonal availability.', result=True, justification=\"The summary mentions the source as 'Able Sisters' and states that the items are available all year.\")])), AutoGenResult(result={'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}, question='Summarize the following table: construction\\n| | Name | Buy | Category | Source | Filename | Version | Unique Entry ID |\\n|---:|:------------------|-------:|:-----------|:-------------------------------|:------------------------|:----------|:------------------|\\n| 0 | brick bridge | 198000 | Bridge | Resident Services Upgrade | BridgeBricks | 1.0.0 | Rvkrg9tcubTMakcBS |\\n| 1 | iron bridge | 228000 | Bridge | Resident Services Upgrade | BridgeIron | 1.0.0 | RmQ6iiKkFf3Sy4iSQ |\\n| 2 | log bridge | 98000 | Bridge | Resident Services Upgrade | BridgeLog | 1.0.0 | Px55sTfjKSbbMtjAK |\\n| 3 | red zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeRed | 1.0.0 | jTziEHXkeYaugKDQQ |\\n| 4 | stone bridge | 168000 | Bridge | Resident Services Upgrade | BridgeStone | 1.0.0 | JmrwC2tRRCCgbZnrp |\\n| 5 | suspension bridge | 129800 | Bridge | Resident Services Upgrade | BridgeSuspension | 1.0.0 | q52JebMTHDqHJKBba |\\n| 6 | wooden bridge | 168000 | Bridge | Resident Services Upgrade | BridgeWood | 1.0.0 | 7oZ7FMrJEpBLZzsmw |\\n| 7 | zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeJapanese | 1.0.0 | TbKbHzJM8j8ezmAEF |\\n| 8 | basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowAR | 1.0.0 | HrAsZSpm2pRj2u8ad |\\n| 9 | beige basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowGR | 1.0.0 | uF4YeCTGBx4Tawcp8 |', function_response=FunctionResponse(function=, hypothesis='if the table is summarized then it should include the name, purpose, content of the table and column details', args=[], kwargs={'table_summary': {'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}}, result_data={'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}, result_str=\"{'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}\", validation_criteria=[\"summary captures table's overall purpose\", 'all columns are correctly identified', 'summary provides concise content overview']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: construction', result=True, justification='The summary clearly articulates the overall purpose of the table, identifying the types of construction items listed (bridges and doors), their costs, sources, and unique identifiers. Additionally, it provides concise descriptions of each column, ensuring all aspects of the original table are covered.'), criteria_results=[CriterionResult(criterion=\"summary captures table's overall purpose\", result=True, justification='The summary captures the essence of the table by mentioning it lists construction items like bridges and doors, alongside their costs and purposes.'), CriterionResult(criterion='all columns are correctly identified', result=True, justification='All columns from the original table are identified and described accurately, detailing their names, types, and content.'), CriterionResult(criterion='summary provides concise content overview', result=True, justification='The summary succinctly conveys the key information and functionality of the table in a clear manner, making it easy to understand the content.')])), AutoGenResult(result={'table_name': 'dress_up', 'table_summary': \"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of clothing items.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different color or style variants of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the item is available as a DIY recipe.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Sell price of the item.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the item.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the item.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size of the clothing item.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Information on whether the item is available year-round or seasonally.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used as a mannequin piece.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the item.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Stylistic classification of the clothing.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': \"Themes associated with the clothing's labels.\"}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can wear the item.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the item.'}, {'column_name': 'Primary Shape', 'column_type': 'str', 'values_summary': 'Primary form of the clothing item.'}, {'column_name': 'Secondary Shape', 'column_type': 'str', 'values_summary': 'Secondary form of the clothing item.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name related to the clothing item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the table entry.'}]}, question='Summarize the following table: dress_up\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Primary Shape | Secondary Shape | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:------------|:------|------:|-------:|:-----------|:-----------|:-------|:-------------|:--------------------------------------|:------------------------|:------------------|:----------|:--------|:-----------------|:----------------------|:----------|:----------------|:------------------|:-----------------------------------|--------------:|:------------------|\\n| 0 | academy uniform | Navy blue | False | 2080 | 520 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki0 | 2699 | yfbZu5Nj6wtJSnuDW |\\n| 1 | academy uniform | Gray | False | 2080 | 520 | Gray | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki1 | 9016 | zbKRm5Cv5dyiz3y35 |\\n| 2 | academy uniform | Red | False | 2080 | 520 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki2 | 9017 | 3FSAsaikyEjHkLWcM |\\n| 3 | adventure dress | Blue | False | 2800 | 700 | Light blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | fairy tale | True | For sale | Balloon | H | TopsTexOnepieceBalloonHStrangeBlue | 3686 | AQZFR4Bzob9Phsr9R |\\n| 4 | alpinist dress | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean0 | 3168 | rN77JmGnpSNNeQogP |\\n| 5 | alpinist dress | Blue | False | 2520 | 630 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean1 | 8615 | zkWYtfW3WeDbdSQuy |\\n| 6 | alpinist dress | Red | False | 2520 | 630 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean2 | 8616 | TkEkCuYTjTEu38axs |\\n| 7 | alpinist overalls | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean0 | 4443 | vzaWMkA2s7R6SefHa |\\n| 8 | alpinist overalls | Blue | False | 2520 | 630 | Blue | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean1 | 8631 | onM7CM229PHZyRjPd |\\n| 9 | alpinist overalls | Red | False | 2520 | 630 | Red | Pink | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean2 | 8632 | WWbNFkaxwJMGLSBYj |', function_response=FunctionResponse(function=, hypothesis=\"If the table 'dress_up' is summarized, then it will provide information about different clothing items available in varying styles and colors.\", args=[], kwargs={'table_summary': {'table_name': 'dress_up', 'table_summary': \"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of clothing items.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different color or style variants of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the item is available as a DIY recipe.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Sell price of the item.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the item.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the item.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size of the clothing item.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Information on whether the item is available year-round or seasonally.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used as a mannequin piece.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the item.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Stylistic classification of the clothing.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': \"Themes associated with the clothing's labels.\"}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can wear the item.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the item.'}, {'column_name': 'Primary Shape', 'column_type': 'str', 'values_summary': 'Primary form of the clothing item.'}, {'column_name': 'Secondary Shape', 'column_type': 'str', 'values_summary': 'Secondary form of the clothing item.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name related to the clothing item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the table entry.'}]}}, result_data={'table_name': 'dress_up', 'table_summary': \"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of clothing items.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different color or style variants of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the item is available as a DIY recipe.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Sell price of the item.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the item.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the item.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size of the clothing item.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Information on whether the item is available year-round or seasonally.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used as a mannequin piece.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the item.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Stylistic classification of the clothing.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': \"Themes associated with the clothing's labels.\"}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can wear the item.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the item.'}, {'column_name': 'Primary Shape', 'column_type': 'str', 'values_summary': 'Primary form of the clothing item.'}, {'column_name': 'Secondary Shape', 'column_type': 'str', 'values_summary': 'Secondary form of the clothing item.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name related to the clothing item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the table entry.'}]}, result_str='{\\'table_name\\': \\'dress_up\\', \\'table_summary\\': \"The \\'dress_up\\' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Names of clothing items.\\'}, {\\'column_name\\': \\'Variation\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Different color or style variants of each clothing item.\\'}, {\\'column_name\\': \\'DIY\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item is available as a DIY recipe.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price of the item.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Sell price of the item.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary color of the item.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color of the item.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Size of the clothing item.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Source from where the item can be obtained.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Notes about item availability.\\'}, {\\'column_name\\': \\'Seasonal Availability\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Information on whether the item is available year-round or seasonally.\\'}, {\\'column_name\\': \\'Mannequin Piece\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item can be used as a mannequin piece.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Version information for the item.\\'}, {\\'column_name\\': \\'Style\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Stylistic classification of the clothing.\\'}, {\\'column_name\\': \\'Label Themes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Themes associated with the clothing\\'s labels.\"}, {\\'column_name\\': \\'Villager Equippable\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if villagers can wear the item.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog status of the item.\\'}, {\\'column_name\\': \\'Primary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary form of the clothing item.\\'}, {\\'column_name\\': \\'Secondary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary form of the clothing item.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File name related to the clothing item.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the item.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique identifier for the table entry.\\'}]}', validation_criteria=[\"The table name is correctly identified as 'dress_up'.\", 'The summary encapsulates the main purpose and content of the table in 3 sentences max.', 'The columns of the table are correctly listed with their respective names and types.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: dress_up', result=True, justification=\"The summary succinctly captures the essence of the 'dress_up' table, accurately describing the purpose, structure, and types of data it holds while adhering to the specified length.\"), criteria_results=[CriterionResult(criterion=\"The table name is correctly identified as 'dress_up'.\", result=True, justification=\"The summary distinctly states that the table is named 'dress_up'.\"), CriterionResult(criterion='The summary encapsulates the main purpose and content of the table in 3 sentences max.', result=True, justification='The summary is composed of three sentences that effectively communicate the content and purpose of the table.'), CriterionResult(criterion='The columns of the table are correctly listed with their respective names and types.', result=True, justification='The summary provides a comprehensive list of the columns alongside their names and data types, correctly reflecting the structure of the original table.')])), AutoGenResult(result={'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}, question='Summarize the following table: fencing\\n| | Name | DIY | Stack Size | Buy | Sell | Source | Source Notes | Version | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------|-------------:|:------|-------:|:---------|:---------------|:----------|:------------------------|--------------:|:------------------|\\n| 0 | bamboo lattice fence | True | 50 | NFS | 960 | Crafting | | 1.0.0 | ItemFenceBamboo | 3403 | XaLnmQsQ47HfHQ9g5 |\\n| 1 | barbed-wire fence | True | 50 | NFS | 1980 | Crafting | | 1.0.0 | ItemFenceBarbedWire | 5213 | dNgibaR9jFqaDwuDZ |\\n| 2 | brick fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceWallRenga | 3080 | WAzanA7e5MREzJdMh |\\n| 3 | Bunny Day fence | True | 50 | NFS | 2400 | Crafting | | 1.1.0a | ItemFenceEgg | 12630 | CLQGhAfSNykpxrh3a |\\n| 4 | corral fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceHorizontalWood | 4349 | rqwqYy7Aphvh5zBSA |\\n| 5 | country fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceLog | 4350 | twwkbWJ8YsoJEy3j8 |\\n| 6 | hedge | True | 50 | NFS | 55 | Crafting | | 1.2.0 | ItemFenceIkegaki | 12758 | TphLYSh2MdogHdheg |\\n| 7 | imperial fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceChinese | 4354 | fHqt7TXfbhfKnPbwG |\\n| 8 | iron fence | True | 50 | NFS | 4500 | Crafting | | 1.0.0 | ItemFenceSteel | 4357 | RL5hL24NbwzE7zv3R |\\n| 9 | iron-and-stone fence | True | 50 | NFS | 3150 | Crafting | | 1.0.0 | ItemFenceIronAndStone | 5206 | kjSa4R6JQz2DtWQ2C |', function_response=FunctionResponse(function=, hypothesis='If I summarize the fencing table, then I will capture its main purpose and describe the content effectively.', args=[], kwargs={'table_summary': {'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}}, result_data={'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}, result_str=\"{'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}\", validation_criteria=['The summary should clearly state the purpose of the table.', 'The columns within the table must be listed correctly.', 'The summary of each column must accurately represent its content.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: fencing', result=True, justification=\"The summary provides a clear explanation of the table's purpose and describes its content effectively. Additionally, it accurately lists and summarizes each column's attributes.\"), criteria_results=[CriterionResult(criterion='The summary should clearly state the purpose of the table.', result=True, justification='The summary explains that the table contains information about various types of fences available for crafting, serving as a guide for players.'), CriterionResult(criterion='The columns within the table must be listed correctly.', result=True, justification='All table columns are listed accurately with appropriate names and types.'), CriterionResult(criterion='The summary of each column must accurately represent its content.', result=True, justification=\"Each column's summary accurately reflects the content as per the original table.\")])), AutoGenResult(result={'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}, question='Summarize the following table: fish\\n| | # | Name | Sell | Where/How | Shadow | Total Catches to Unlock | Spawn Rates | Rain/Snow Catch Up | NH Jan | NH Feb | NH Mar | NH Apr | NH May | NH Jun | NH Jul | NH Aug | NH Sep | NH Oct | NH Nov | NH Dec | SH Jan | SH Feb | SH Mar | SH Apr | SH May | SH Jun | SH Jul | SH Aug | SH Sep | SH Oct | SH Nov | SH Dec | Color 1 | Color 2 | Size | Lighting Type | Icon Filename | Critterpedia Filename | Furniture Filename | Internal ID | Unique Entry ID |\\n|---:|----:|:----------------|-------:|:------------|:---------|--------------------------:|:--------------|:---------------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:-----------|:----------|:-------|:----------------|:----------------|:------------------------|:---------------------|--------------:|:------------------|\\n| 0 | 56 | anchovy | 200 | Sea | Small | 0 | 2–5 | False | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | Blue | Red | 1x1 | No lighting | Fish81 | FishAntyobi | FtrFishAntyobi | 4201 | LzuWkSQP55uEpRCP5 |\\n| 1 | 36 | angelfish | 3000 | River | Small | 20 | 2–5 | False | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | Yellow | Black | 1x1 | Fluorescent | Fish30 | FishAngelfish | FtrFishAngelfish | 2247 | XTCFCk2SiuY5YXLZ7 |\\n| 2 | 44 | arapaima | 10000 | River | XX-Large | 50 | 1 | True | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Black | Blue | 3x2 | No lighting | Fish36 | FishPiraruku | FtrFishPiraruku | 2253 | mZy4BES54bqwi97br |\\n| 3 | 41 | arowana | 10000 | River | Large | 50 | 1–2 | False | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Yellow | Black | 2x1 | Fluorescent | Fish33 | FishArowana | FtrFishArowana | 2250 | F68AvCaqddBJL7ZSN |\\n| 4 | 58 | barred knifejaw | 5000 | Sea | Medium | 20 | 3–5 | False | NA | NA | All day | All day | All day | All day | All day | All day | All day | All day | All day | NA | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | All day | White | Black | 1x1 | Fluorescent | Fish47 | FishIshidai | FtrFishIshidai | 2265 | X3R9SFSAaDzBF4fE3 |\\n| 5 | 79 | barreleye | 15000 | Sea | Small | 100 | 1 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | Black | Black | 1x1 | Fluorescent | Fish84 | FishDemenigisu | FtrFishDemenigisu | 4204 | BpqTa4zmTjv3Nm4wE |\\n| 6 | 37 | betta | 2500 | River | Small | 20 | 1–4 | False | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | Light blue | Black | 1x1 | Fluorescent | Fish77 | FishBeta | FtrFishBeta | 4191 | 7QcQXzwZoNGiNA94k |\\n| 7 | 1 | bitterling | 900 | River | X-Small | 0 | 12–17 | False | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | All day | All day | All day | All day | All day | NA | NA | NA | Light blue | Blue | 1x1 | No lighting | Fish0 | FishTanago | FtrFishTanago | 2215 | Drj6eLRBgg4T9KhNx |\\n| 8 | 22 | black bass | 400 | River | Large | 0 | 4–12 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Green | Black | 1x1 | Fluorescent | Fish19 | FishBlackbass | FtrFishBlackbass | 2234 | wAZvfTca7GyaTtLcQ |\\n| 9 | 54 | blowfish | 5000 | Sea | Medium | 20 | 5 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | Beige | Black | 1x1 | Fluorescent | Fish73 | FishFugu | FtrFishFugu | 2262 | aDsmTcByApycafxTa |', function_response=FunctionResponse(function=, hypothesis='Summarizing the fish table will provide a clear overview of the fish types, their characteristics, and catching details.', args=[], kwargs={'table_summary': {'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}}, result_data={'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}, result_str='{\\'table_name\\': \\'fish\\', \\'table_summary\\': \\'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.\\', \\'columns\\': [{\\'column_name\\': \\'#\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Entry number of the fish.\\'}, {\\'column_name\\': \\'Name\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The common name of the fish.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The selling price of the fish in the game.\\'}, {\\'column_name\\': \\'Where/How\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The habitat where the fish can be found.\\'}, {\\'column_name\\': \\'Shadow\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size of the shadow the fish casts in the water.\\'}, {\\'column_name\\': \\'Total Catches to Unlock\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Number of catches required to unlock specific rewards.\\'}, {\\'column_name\\': \\'Spawn Rates\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \"Information about the fish\\'s spawn rates.\"}, {\\'column_name\\': \\'Rain/Snow Catch Up\\', \\'column_type\\': \\'boolean\\', \\'values_summary\\': \\'Indicates if the fish can be caught during rain or snow.\\'}, {\\'column_name\\': \\'NH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The main color of the fish.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The secondary color of the fish.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size classification of the fish.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The type of lighting if applicable.\\'}, {\\'column_name\\': \\'Icon Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The icon file name for the fish.\\'}, {\\'column_name\\': \\'Critterpedia Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The critterpedia entry file name for the fish.\\'}, {\\'column_name\\': \\'Furniture Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The furniture file name related to the fish.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The internal ID of the fish.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The unique entry identifier.\\'}]}', validation_criteria=['The summary should capture the purpose of the table.', 'It should include key characteristics such as the name of the fish, selling price, and habitat.', 'It should also mention relevant information such as spawning times and colors.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: fish', result=True, justification='The summary provides an appropriate overview of the purpose of the table, detailing the types of fish, their characteristics, and relevant details such as selling price, habitat, and seasonal availability.'), criteria_results=[CriterionResult(criterion='The summary should capture the purpose of the table.', result=True, justification='The summary clearly outlines that the table contains detailed information on various fish types and their characteristics.'), CriterionResult(criterion='It should include key characteristics such as the name of the fish, selling price, and habitat.', result=True, justification='The summary includes these key characteristics as part of the main content and column descriptions.'), CriterionResult(criterion='It should also mention relevant information such as spawning times and colors.', result=True, justification='The summary mentions the availability of fish in different months, which relates to spawning times, and includes details about their colors.')])), AutoGenResult(result={'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}, question=\"Summarize the following table: floors\\n| | Name | VFX | DIY | Buy | Sell | Color 1 | Color 2 | Miles Price | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | Tag | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------------|:------|:------|:------|-------:|:-----------|:-----------|:--------------|:--------------|:---------------|:----------|:----------------|:----------------|:-------------|:---------------|:-------------|:-------------------------|--------------:|:------------------|\\n| 0 | aqua tile flooring | False | False | 900 | 225 | Light blue | Light blue | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTile01 | 5036 | JmNGqRhEow3PH7bgk |\\n| 1 | arabesque flooring | False | False | 2120 | 530 | Black | Gray | NA | Nook's Cranny | | 1.0.0 | expensive | living room | None | Cloth Floors | For sale | RoomTexFloorArabesque00 | 4953 | 4dabyuetmZD5dDdCH |\\n| 2 | arched-brick flooring | False | False | 1100 | 275 | Brown | Brown | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Arched Brick | For sale | RoomTexFloorArchBrick00 | 4998 | CSPoYJzCnzWjqWrj5 |\\n| 3 | argyle tile flooring | False | False | 1750 | 437 | White | Beige | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTileWood00 | 4994 | BH8PqRSou2XjQ8ppQ |\\n| 4 | artsy parquet flooring | False | False | 1800 | 450 | Beige | Beige | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Simple Parquet | For sale | RoomTexFloorParquetArt00 | 5232 | fbfCzw546bWEF95Aq |\\n| 5 | backyard lawn | False | True | NFS | 600 | Green | Green | NA | Crafting | | 1.0.0 | garden | None | None | Grassland | Not for sale | RoomTexFloorLawn00 | 4979 | kANgKb2s4a6pMSjnd |\\n| 6 | bamboo flooring | False | True | NFS | 2400 | Green | Beige | NA | Crafting | | 1.0.0 | zen-style | None | bamboo | Nature - Green | Not for sale | RoomTexFloorBamboo00 | 4964 | gMeLjZdPobbrt58sT |\\n| 7 | basement flooring | False | True | NFS | 1500 | Gray | Gray | NA | Crafting | | 1.0.0 | horror | facility | None | Stone Floors | Not for sale | RoomTexFloorBasement00 | 4797 | DgaMSqGEyko87dD3H |\\n| 8 | beige desert-tile flooring | False | False | 2100 | 525 | Beige | White | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Morocco | For sale | RoomTexFloorMorocco00 | 4965 | yhH3pNWq8L8j48tHW |\\n| 9 | berry-chocolates flooring | False | False | 3000 | 750 | Pink | Pink | NA | Saharah | | 1.0.0 | fancy | None | None | Chocolate | Not for sale | RoomTexFloorChocolate02 | 5053 | E7Mfi6saTnBEgW6o8 |\", function_response=FunctionResponse(function=, hypothesis='The summary will categorize the types and attributes of flooring in the provided table, identifying their selling points and distinguishing features.', args=[], kwargs={'table_summary': {'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}}, result_data={'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}, result_str=\"{'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}\", validation_criteria=['The summary covers the purpose of the table.', 'The columns in the summary accurately represent those in the table.', 'The values for the columns are summarized correctly.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: floors', result=True, justification='The summary covers the main aspects of the table, including the purpose of the table and details about the flooring options.'), criteria_results=[CriterionResult(criterion='The summary covers the purpose of the table.', result=True, justification='The summary accurately describes the purpose, which is to provide information about different flooring options.'), CriterionResult(criterion='The columns in the summary accurately represent those in the table.', result=True, justification='The summary includes all relevant columns and their types from the original table.'), CriterionResult(criterion='The values for the columns are summarized correctly.', result=True, justification='The values provided in the column summaries faithfully represent the respective categories and purpose in the source data.')])), AutoGenResult(result={'table_name': 'fossils', 'table_summary': 'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of fossil names.'}, {'column_name': 'Buy', 'column_type': 'str', 'values_summary': \"Indicates the buying conditions, all are 'NFS'.\"}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling prices for each fossil.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary colors of the fossils.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary colors of the fossils.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': \"Dimensions of the fossils represented as 'x' size format.\"}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Indicates the source of the fossils.'}, {'column_name': 'Museum', 'column_type': 'str', 'values_summary': 'Museum location associated with the fossils.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Versioning information for the table.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Interaction status of the fossils, all are false.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': \"Availability status of fossils, all indicated as 'Not for sale'.\"}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File references associated with each fossil.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifiers for the fossils.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique entry identifiers for tracking.'}]}, question='Summarize the following table: fossils\\n| | Name | Buy | Sell | Color 1 | Color 2 | Size | Source | Museum | Version | Interact | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------|:------|-------:|:----------|:----------|:-------|:------------------|:---------|:----------|:-----------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | acanthostega | NFS | 2000 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilFirstFourLegs | 4664 | LQkRP3kBn3T2jBboF |\\n| 1 | amber | NFS | 1200 | Yellow | Yellow | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmber | 294 | ANAhATcHWvAGEhRnt |\\n| 2 | ammonite | NFS | 1100 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmmonoidea | 295 | ojNKnr4YRrmPi2gPo |\\n| 3 | ankylo skull | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusA | 169 | QQjxKmQ8Aac9cSoM2 |\\n| 4 | ankylo tail | NFS | 2500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusC | 171 | wLWBm2R727RC3qSL2 |\\n| 5 | ankylo torso | NFS | 3000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusB | 170 | 5QNzf5buPckabN6cR |\\n| 6 | anomalocaris | NFS | 2000 | Black | Gray | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAnomalocaris | 4651 | TYX964LM2tNZ3SYKC |\\n| 7 | archaeopteryx | NFS | 1300 | Beige | Brown | 1x1 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchaeopteryx | 298 | ky9pkmc2fmK9thuFH |\\n| 8 | archelon skull | NFS | 4000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonA | 177 | cYZhXfyNiqZy2hgeM |\\n| 9 | archelon tail | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonB | 178 | CtosFxKjG5nzLGi4t |', function_response=FunctionResponse(function=, hypothesis='If I summarize the fossils table, then I will get an overview of its content and structure.', args=[], kwargs={'table_summary': {'table_name': 'fossils', 'table_summary': 'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of fossil names.'}, {'column_name': 'Buy', 'column_type': 'str', 'values_summary': \"Indicates the buying conditions, all are 'NFS'.\"}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling prices for each fossil.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary colors of the fossils.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary colors of the fossils.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': \"Dimensions of the fossils represented as 'x' size format.\"}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Indicates the source of the fossils.'}, {'column_name': 'Museum', 'column_type': 'str', 'values_summary': 'Museum location associated with the fossils.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Versioning information for the table.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Interaction status of the fossils, all are false.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': \"Availability status of fossils, all indicated as 'Not for sale'.\"}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File references associated with each fossil.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifiers for the fossils.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique entry identifiers for tracking.'}]}}, result_data={'table_name': 'fossils', 'table_summary': 'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of fossil names.'}, {'column_name': 'Buy', 'column_type': 'str', 'values_summary': \"Indicates the buying conditions, all are 'NFS'.\"}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling prices for each fossil.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary colors of the fossils.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary colors of the fossils.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': \"Dimensions of the fossils represented as 'x' size format.\"}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Indicates the source of the fossils.'}, {'column_name': 'Museum', 'column_type': 'str', 'values_summary': 'Museum location associated with the fossils.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Versioning information for the table.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Interaction status of the fossils, all are false.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': \"Availability status of fossils, all indicated as 'Not for sale'.\"}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File references associated with each fossil.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifiers for the fossils.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique entry identifiers for tracking.'}]}, result_str='{\\'table_name\\': \\'fossils\\', \\'table_summary\\': \\'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).\\', \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'List of fossil names.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Indicates the buying conditions, all are \\'NFS\\'.\"}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling prices for each fossil.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary colors of the fossils.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary colors of the fossils.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Dimensions of the fossils represented as \\'x\\' size format.\"}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Indicates the source of the fossils.\\'}, {\\'column_name\\': \\'Museum\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Museum location associated with the fossils.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Versioning information for the table.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Interaction status of the fossils, all are false.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Availability status of fossils, all indicated as \\'Not for sale\\'.\"}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File references associated with each fossil.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifiers for the fossils.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique entry identifiers for tracking.\\'}]}', validation_criteria=['Summary should be concise and not exceed three sentences', 'Columns should be listed correctly', 'Data types of columns should reflect their respective values']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: fossils', result=True, justification='The summary is concise and provides a clear overview of the fossils table, including a description of its content and the specific columns with their data types and a brief explanation.'), criteria_results=[CriterionResult(criterion='Summary should be concise and not exceed three sentences', result=True, justification='The summary is concise and consists of three sentences that effectively capture the content of the table.'), CriterionResult(criterion='Columns should be listed correctly', result=True, justification='All columns from the provided table are accurately represented in the summary with their respective names.'), CriterionResult(criterion='Data types of columns should reflect their respective values', result=True, justification='The summarized columns indicate the correct data types based on the original table values.')]))]\n", + "[{'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nHypothesis:\\nIf I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\\nParameters:\\nquery: SELECT name FROM sqlite_master WHERE type='table';\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nWhat are the different possible sizes of fish?\\nHypothesis:\\nIf I execute a query to retrieve fish sizes from the database, then I will receive different sizes that fish can have.\\nParameters:\\nquery: SELECT DISTINCT Size FROM fish;\\nResult:\\n| | Size |\\n|---:|:-------|\\n| 0 | 2x2 |\\n| 1 | 1x1 |\\n| 2 | 2x1 |\\n| 3 | 3x2 |\\n'}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n'}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nWhat are the different possible sizes of fish?\\nResult:\\n| | Size |\\n|---:|:-------|\\n| 0 | 2x2 |\\n| 1 | 1x1 |\\n| 2 | 2x1 |\\n| 3 | 3x2 |\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: accessories\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Type | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:----------------------|:------------|:------|:------|-------:|:-----------|:----------|:-------|:--------------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:---------|:------------------------------|:----------------------------|:----------------------|:-------------|:--------------------------|--------------:|:------------------|\\n| 0 | 3D glasses | White | False | 490 | 122 | White | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed0 | 4463 | FNxEraBTeWRiCvtFu |\\n| 1 | 3D glasses | Black | False | 490 | 122 | Black | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed1 | 11020 | mM9SXPCcGPfPJAmtm |\\n| 2 | bandage | Beige | False | 140 | 35 | Beige | White | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Active | outdoorsy; comfy; sporty | AccessoryMouth | False | For sale | AccessoryMouthBandageSkin | 4677 | 2qFT5iPkk8bREvpkj |\\n| 3 | beak | Yellow | False | 490 | 122 | Yellow | Yellow | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Cute | fairy tale; party; theatrical | AccessoryMouthInvisibleNose | False | For sale | AccessoryMouthBeakYellow | 3549 | T5CpsJi4xBSachNL5 |\\n| 4 | birthday shades | Yellow | False | NFS | 620 | Yellow | Red | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday0 | 4510 | S6CiB9ZvzBTMhEnDz |\\n| 5 | birthday shades | Pink | False | NFS | 620 | Pink | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday1 | 11217 | g3MPcmAKM4z5h8KYX |\\n| 6 | birthday shades | Red | False | NFS | 620 | Red | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday2 | 11218 | ojXoAAj8Bs2XgRiWB |\\n| 7 | birthday shades | Blue | False | NFS | 620 | Light blue | Green | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday3 | 11219 | Yr9mRJaZM44554oTS |\\n| 8 | bottom-rimmed glasses | Red | False | 1100 | 275 | Red | Red | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose0 | 4597 | ZHqtvcoqqDpJLf9Pc |\\n| 9 | bottom-rimmed glasses | Purple | False | 1100 | 275 | Purple | Purple | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose1 | 11081 | akRhFD3qeJEPM7WiD |\\nResult:\\n{'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: achievements\\n| | Name | Award Criteria | # | Internal ID | Internal Name | Internal Category | Num of Tiers | Tier 1 | Tier 2 | Tier 3 | Tier 4 | Tier 5 | Reward Tier 1 | Reward Tier 2 | Reward Tier 3 | Reward Tier 4 | Reward Tier 5 | Reward Tier 6 | Sequential | Version | Unique Entry ID |\\n|---:|:------------------------|:---------------------------------------------------------------------|----:|--------------:|:------------------|:--------------------|---------------:|---------:|---------:|---------:|---------:|---------:|----------------:|----------------:|----------------:|----------------:|----------------:|----------------:|:-------------|:----------|:------------------|\\n| 0 | (island name) Miles! | Awarded when Nook Miles program is first unlocked | 1 | 53 | ImmigratetoIsland | Event | 1 | 1 | 0 | 0 | 0 | 0 | 500 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | QvQq6d4qJgCiBkMLX |\\n| 1 | Angling for Perfection! | Number of total fish caught | 2 | 0 | CatchFish | Fish | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | wkj9WzycBpxtq6CDG |\\n| 2 | Island Ichthyologist | Number of unique fish caught | 3 | 3 | FillFishList | Fish | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | Ajpkv8wXcZLqM8bMT |\\n| 3 | Island Togetherness | Number of days in which you've talked to every one of your villagers | 4 | 68 | GreetAllVillager | Communication | 5 | 1 | 10 | 20 | 30 | 50 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | syoxyxWL7ymwpKpGN |\\n| 4 | You've Got the Bug | Number of total bugs caught | 5 | 1 | CatchInsect | Insect | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | weJ4f9MDdBuzLBrBM |\\n| 5 | Bugs Don't Bug Me | Number of unique bugs caught | 6 | 4 | FillInsectList | Insect | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | ttRSm74XC4MzSHgnX |\\n| 6 | Have a Nice DIY! | Number of DIY recipes collected | 7 | 55 | FillRecipeList | DIY | 5 | 10 | 50 | 100 | 150 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | fsanquagmfwNCY8wW |\\n| 7 | DIY Tools | Number of tools you've crafted | 8 | 72 | DIYTool | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | 6k5CnRgbm55m93jMT |\\n| 8 | DIY Furniture | Number of furniture pieces you've crafted | 9 | 73 | DIYFurniture | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | TprrYjwsCvZbDdcvK |\\n| 9 | Furniture Freshener | Number of times you've customized furniture at a workbench | 10 | 14 | RemakeFurniture | DIY | 5 | 5 | 20 | 50 | 100 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | viHJXo8XB8C3h259Q |\\nResult:\\n{'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: art\\n| | Name | Genuine | Category | Buy | Sell | Color 1 | Color 2 | Size | Real Artwork Title | Artist | Museum Description | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | HHA Set | Interact | Tag | Speaker Type | Lighting Type | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:----------|:--------------|------:|-------:|:----------|:----------|:-------|:------------------------------------------|:----------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------|:---------------|:----------|:----------------|:----------------|:-------------|:----------|:-----------|:----------|:--------------------|:----------------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | academic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianMan | 12619 | xfTf9sfyLkxHQEz4u |\\n| 1 | academic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianManFake | 12620 | 5KNFAo3LkdTTJPQkd |\\n| 2 | amazing painting | True | Wall-mounted | 4980 | 1245 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatch | 56 | Sg6MCSG3m9tvjGWoj |\\n| 3 | amazing painting | False | Wall-mounted | 4980 | 0 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatchFake | 55 | vc2Ebu4Pkn443zYiN |\\n| 4 | ancient statue | True | Miscellaneous | 4980 | 1245 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguu | 1337 | zpAsguge9Yb29ksjS |\\n| 5 | ancient statue | False | Miscellaneous | 4980 | 0 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguuFake | 1338 | fXbsrcXirg6miBoqT |\\n| 6 | basic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoy | 14 | Xhn8ZjtbdZeET3NXR |\\n| 7 | basic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoyFake | 13 | o4px7Mx9g2Zk6NHvC |\\n| 8 | beautiful statue | True | Housewares | 4980 | 1245 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMilo | 1341 | iscap6FsmDZdNP5dw |\\n| 9 | beautiful statue | False | Housewares | 4980 | 0 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMiloFake | 1342 | w9vrMbhJNj6JHkznu |\\nResult:\\n{\\'table_name\\': \\'art\\', \\'table_summary\\': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork\\'s aesthetics, historical context, and museum source.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Various names of artworks and sculptures.\\'}, {\\'column_name\\': \\'Genuine\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates whether the artwork is genuine (True) or fake (False).\\'}, {\\'column_name\\': \\'Category\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Categories indicate the type of artwork such as painting or sculpture.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price in currency.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling price or zero if not for sale.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Main color description (if applicable).\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color description (if applicable).\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Dimensions of the artwork.\\'}, {\\'column_name\\': \\'Real Artwork Title\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'The actual title of the artwork.\\'}, {\\'column_name\\': \\'Artist\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Name of the artist associated with the artwork.\\'}, {\\'column_name\\': \\'Museum Description\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'A brief background or description provided by the museum.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Reference to where the artwork is sourced from.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Any notes relevant to the source.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Denotes the version of the artwork in the collection.\\'}, {\\'column_name\\': \\'HHA Concept 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'First concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Concept 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Second concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Series\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Series classification for the artwork.\\'}, {\\'column_name\\': \\'HHA Set\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Set classification of the artwork.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the artwork has an interactive feature.\\'}, {\\'column_name\\': \\'Tag\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Tag designation for the artwork.\\'}, {\\'column_name\\': \\'Speaker Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Describes the type of speaker associated with the artwork.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Type of lighting the artwork features.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog number or identifier.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Filename for the associated image or document.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the artwork.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Global unique identifier for the entry.\\'}]}\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: bags\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------------|:------------|:------|:------|-------:|:-----------|:-----------|:-------|:--------------|:---------|:---------------|:------------------------|:----------|:--------|:------------------------------|:----------------------|:-------------|:---------------------------|--------------:|:------------------|\\n| 0 | acorn pochette | Brown | True | NFS | 2400 | Brown | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderAcorn0 | 7492 | XiC7bNzTBAdb8zWwr |\\n| 1 | basket pack | Green | True | NFS | 2400 | Green | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Simple | outdoorsy; work | False | Not for sale | BagBackpackBasket0 | 7506 | BW764rj9aH3QL6GRH |\\n| 2 | bug cage | Green | False | NFS | 122 | Green | White | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Active | outdoorsy; vacation | False | Not for sale | BagShoulderCage0 | 7479 | nrkEKkL46YsQYcYjp |\\n| 3 | Bunny Day bag | None | True | NFS | 2400 | Colorful | Colorful | 1x1 | NA | Crafting | | All Year | 1.1.0a | Active | fairy tale; party; theatrical | False | Not for sale | BagBackpackEgg0 | 12447 | YGofzAZknSTYWmfWM |\\n| 4 | butterfly backpack | Pink | False | NFS | 210 | Pink | Yellow | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Cute | everyday; formal; party | False | Not for sale | BagBackpackButterfly0 | 7502 | unsmeHZemRaTnq62z |\\n| 5 | canvas backpack | White | False | 1300 | 325 | White | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagBackpackTote0 | 7509 | ZtgYddBwpZfGMjewu |\\n| 6 | cherry-blossom pochette | Pink | True | NFS | 2400 | Pink | Pink | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderCherryblossoms0 | 7490 | wwkZdhj9HzxZiqHys |\\n| 7 | cloth shoulder bag | Blue | False | 1400 | 350 | Light blue | Light blue | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas0 | 7487 | DzoRrArWrKtzn6Xzc |\\n| 8 | cloth shoulder bag | Orange | False | 1400 | 350 | Orange | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas1 | 12013 | dcpCgBwji4QCYAy8k |\\n| 9 | cloth shoulder bag | Ivory | False | 1400 | 350 | White | White | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas2 | 12014 | NfkYKg5NoaWKBEpzN |\\nResult:\\n{'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: bottoms\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------------|:------|------:|-------:|:----------|:-----------|:-------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:--------|:-------------------------|:----------------------|:----------|:-------------------------------|--------------:|:------------------|\\n| 0 | acid-washed jeans | Blue | False | 1320 | 330 | Blue | Blue | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical0 | 5286 | QaecPktemD3XuFdwy |\\n| 1 | acid-washed jeans | Black | False | 1320 | 330 | Black | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical1 | 11385 | a7HNjgRFkCznkDLLH |\\n| 2 | animal-stripes skirt | Tiger | False | 1100 | 275 | Yellow | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe0 | 9842 | qmtHwBmtJDvtNntTs |\\n| 3 | animal-stripes skirt | Zebra | False | 1100 | 275 | Gray | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe1 | 12067 | 4mDRmSG3scfXh3oon |\\n| 4 | apron skirt | Purple | False | 700 | 175 | White | Purple | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron0 | 5710 | MtsvEMQ9Z9damsycd |\\n| 5 | apron skirt | Blue | False | 700 | 175 | White | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron1 | 8921 | cfzi35RpY8onR3hra |\\n| 6 | apron skirt | Beige | False | 700 | 175 | White | Beige | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron2 | 8922 | AmWS5iMbatqDr2eLs |\\n| 7 | athletic pants | Red | False | 880 | 220 | Red | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey0 | 3311 | iL9vd8DerEEJDJQbA |\\n| 8 | athletic pants | Green | False | 880 | 220 | Green | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey1 | 11295 | Ygp8L2zeem8ECZroK |\\n| 9 | athletic pants | Black | False | 880 | 220 | Black | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey2 | 11296 | 8NcTmEpkckocYvTf2 |\\nResult:\\n{'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: construction\\n| | Name | Buy | Category | Source | Filename | Version | Unique Entry ID |\\n|---:|:------------------|-------:|:-----------|:-------------------------------|:------------------------|:----------|:------------------|\\n| 0 | brick bridge | 198000 | Bridge | Resident Services Upgrade | BridgeBricks | 1.0.0 | Rvkrg9tcubTMakcBS |\\n| 1 | iron bridge | 228000 | Bridge | Resident Services Upgrade | BridgeIron | 1.0.0 | RmQ6iiKkFf3Sy4iSQ |\\n| 2 | log bridge | 98000 | Bridge | Resident Services Upgrade | BridgeLog | 1.0.0 | Px55sTfjKSbbMtjAK |\\n| 3 | red zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeRed | 1.0.0 | jTziEHXkeYaugKDQQ |\\n| 4 | stone bridge | 168000 | Bridge | Resident Services Upgrade | BridgeStone | 1.0.0 | JmrwC2tRRCCgbZnrp |\\n| 5 | suspension bridge | 129800 | Bridge | Resident Services Upgrade | BridgeSuspension | 1.0.0 | q52JebMTHDqHJKBba |\\n| 6 | wooden bridge | 168000 | Bridge | Resident Services Upgrade | BridgeWood | 1.0.0 | 7oZ7FMrJEpBLZzsmw |\\n| 7 | zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeJapanese | 1.0.0 | TbKbHzJM8j8ezmAEF |\\n| 8 | basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowAR | 1.0.0 | HrAsZSpm2pRj2u8ad |\\n| 9 | beige basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowGR | 1.0.0 | uF4YeCTGBx4Tawcp8 |\\nResult:\\n{'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: dress_up\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Primary Shape | Secondary Shape | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:------------|:------|------:|-------:|:-----------|:-----------|:-------|:-------------|:--------------------------------------|:------------------------|:------------------|:----------|:--------|:-----------------|:----------------------|:----------|:----------------|:------------------|:-----------------------------------|--------------:|:------------------|\\n| 0 | academy uniform | Navy blue | False | 2080 | 520 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki0 | 2699 | yfbZu5Nj6wtJSnuDW |\\n| 1 | academy uniform | Gray | False | 2080 | 520 | Gray | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki1 | 9016 | zbKRm5Cv5dyiz3y35 |\\n| 2 | academy uniform | Red | False | 2080 | 520 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki2 | 9017 | 3FSAsaikyEjHkLWcM |\\n| 3 | adventure dress | Blue | False | 2800 | 700 | Light blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | fairy tale | True | For sale | Balloon | H | TopsTexOnepieceBalloonHStrangeBlue | 3686 | AQZFR4Bzob9Phsr9R |\\n| 4 | alpinist dress | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean0 | 3168 | rN77JmGnpSNNeQogP |\\n| 5 | alpinist dress | Blue | False | 2520 | 630 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean1 | 8615 | zkWYtfW3WeDbdSQuy |\\n| 6 | alpinist dress | Red | False | 2520 | 630 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean2 | 8616 | TkEkCuYTjTEu38axs |\\n| 7 | alpinist overalls | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean0 | 4443 | vzaWMkA2s7R6SefHa |\\n| 8 | alpinist overalls | Blue | False | 2520 | 630 | Blue | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean1 | 8631 | onM7CM229PHZyRjPd |\\n| 9 | alpinist overalls | Red | False | 2520 | 630 | Red | Pink | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean2 | 8632 | WWbNFkaxwJMGLSBYj |\\nResult:\\n{\\'table_name\\': \\'dress_up\\', \\'table_summary\\': \"The \\'dress_up\\' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Names of clothing items.\\'}, {\\'column_name\\': \\'Variation\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Different color or style variants of each clothing item.\\'}, {\\'column_name\\': \\'DIY\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item is available as a DIY recipe.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price of the item.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Sell price of the item.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary color of the item.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color of the item.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Size of the clothing item.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Source from where the item can be obtained.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Notes about item availability.\\'}, {\\'column_name\\': \\'Seasonal Availability\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Information on whether the item is available year-round or seasonally.\\'}, {\\'column_name\\': \\'Mannequin Piece\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item can be used as a mannequin piece.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Version information for the item.\\'}, {\\'column_name\\': \\'Style\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Stylistic classification of the clothing.\\'}, {\\'column_name\\': \\'Label Themes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Themes associated with the clothing\\'s labels.\"}, {\\'column_name\\': \\'Villager Equippable\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if villagers can wear the item.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog status of the item.\\'}, {\\'column_name\\': \\'Primary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary form of the clothing item.\\'}, {\\'column_name\\': \\'Secondary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary form of the clothing item.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File name related to the clothing item.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the item.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique identifier for the table entry.\\'}]}\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: fencing\\n| | Name | DIY | Stack Size | Buy | Sell | Source | Source Notes | Version | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------|-------------:|:------|-------:|:---------|:---------------|:----------|:------------------------|--------------:|:------------------|\\n| 0 | bamboo lattice fence | True | 50 | NFS | 960 | Crafting | | 1.0.0 | ItemFenceBamboo | 3403 | XaLnmQsQ47HfHQ9g5 |\\n| 1 | barbed-wire fence | True | 50 | NFS | 1980 | Crafting | | 1.0.0 | ItemFenceBarbedWire | 5213 | dNgibaR9jFqaDwuDZ |\\n| 2 | brick fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceWallRenga | 3080 | WAzanA7e5MREzJdMh |\\n| 3 | Bunny Day fence | True | 50 | NFS | 2400 | Crafting | | 1.1.0a | ItemFenceEgg | 12630 | CLQGhAfSNykpxrh3a |\\n| 4 | corral fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceHorizontalWood | 4349 | rqwqYy7Aphvh5zBSA |\\n| 5 | country fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceLog | 4350 | twwkbWJ8YsoJEy3j8 |\\n| 6 | hedge | True | 50 | NFS | 55 | Crafting | | 1.2.0 | ItemFenceIkegaki | 12758 | TphLYSh2MdogHdheg |\\n| 7 | imperial fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceChinese | 4354 | fHqt7TXfbhfKnPbwG |\\n| 8 | iron fence | True | 50 | NFS | 4500 | Crafting | | 1.0.0 | ItemFenceSteel | 4357 | RL5hL24NbwzE7zv3R |\\n| 9 | iron-and-stone fence | True | 50 | NFS | 3150 | Crafting | | 1.0.0 | ItemFenceIronAndStone | 5206 | kjSa4R6JQz2DtWQ2C |\\nResult:\\n{'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: fish\\n| | # | Name | Sell | Where/How | Shadow | Total Catches to Unlock | Spawn Rates | Rain/Snow Catch Up | NH Jan | NH Feb | NH Mar | NH Apr | NH May | NH Jun | NH Jul | NH Aug | NH Sep | NH Oct | NH Nov | NH Dec | SH Jan | SH Feb | SH Mar | SH Apr | SH May | SH Jun | SH Jul | SH Aug | SH Sep | SH Oct | SH Nov | SH Dec | Color 1 | Color 2 | Size | Lighting Type | Icon Filename | Critterpedia Filename | Furniture Filename | Internal ID | Unique Entry ID |\\n|---:|----:|:----------------|-------:|:------------|:---------|--------------------------:|:--------------|:---------------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:-----------|:----------|:-------|:----------------|:----------------|:------------------------|:---------------------|--------------:|:------------------|\\n| 0 | 56 | anchovy | 200 | Sea | Small | 0 | 2–5 | False | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | Blue | Red | 1x1 | No lighting | Fish81 | FishAntyobi | FtrFishAntyobi | 4201 | LzuWkSQP55uEpRCP5 |\\n| 1 | 36 | angelfish | 3000 | River | Small | 20 | 2–5 | False | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | Yellow | Black | 1x1 | Fluorescent | Fish30 | FishAngelfish | FtrFishAngelfish | 2247 | XTCFCk2SiuY5YXLZ7 |\\n| 2 | 44 | arapaima | 10000 | River | XX-Large | 50 | 1 | True | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Black | Blue | 3x2 | No lighting | Fish36 | FishPiraruku | FtrFishPiraruku | 2253 | mZy4BES54bqwi97br |\\n| 3 | 41 | arowana | 10000 | River | Large | 50 | 1–2 | False | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Yellow | Black | 2x1 | Fluorescent | Fish33 | FishArowana | FtrFishArowana | 2250 | F68AvCaqddBJL7ZSN |\\n| 4 | 58 | barred knifejaw | 5000 | Sea | Medium | 20 | 3–5 | False | NA | NA | All day | All day | All day | All day | All day | All day | All day | All day | All day | NA | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | All day | White | Black | 1x1 | Fluorescent | Fish47 | FishIshidai | FtrFishIshidai | 2265 | X3R9SFSAaDzBF4fE3 |\\n| 5 | 79 | barreleye | 15000 | Sea | Small | 100 | 1 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | Black | Black | 1x1 | Fluorescent | Fish84 | FishDemenigisu | FtrFishDemenigisu | 4204 | BpqTa4zmTjv3Nm4wE |\\n| 6 | 37 | betta | 2500 | River | Small | 20 | 1–4 | False | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | Light blue | Black | 1x1 | Fluorescent | Fish77 | FishBeta | FtrFishBeta | 4191 | 7QcQXzwZoNGiNA94k |\\n| 7 | 1 | bitterling | 900 | River | X-Small | 0 | 12–17 | False | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | All day | All day | All day | All day | All day | NA | NA | NA | Light blue | Blue | 1x1 | No lighting | Fish0 | FishTanago | FtrFishTanago | 2215 | Drj6eLRBgg4T9KhNx |\\n| 8 | 22 | black bass | 400 | River | Large | 0 | 4–12 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Green | Black | 1x1 | Fluorescent | Fish19 | FishBlackbass | FtrFishBlackbass | 2234 | wAZvfTca7GyaTtLcQ |\\n| 9 | 54 | blowfish | 5000 | Sea | Medium | 20 | 5 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | Beige | Black | 1x1 | Fluorescent | Fish73 | FishFugu | FtrFishFugu | 2262 | aDsmTcByApycafxTa |\\nResult:\\n{\\'table_name\\': \\'fish\\', \\'table_summary\\': \\'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.\\', \\'columns\\': [{\\'column_name\\': \\'#\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Entry number of the fish.\\'}, {\\'column_name\\': \\'Name\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The common name of the fish.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The selling price of the fish in the game.\\'}, {\\'column_name\\': \\'Where/How\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The habitat where the fish can be found.\\'}, {\\'column_name\\': \\'Shadow\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size of the shadow the fish casts in the water.\\'}, {\\'column_name\\': \\'Total Catches to Unlock\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Number of catches required to unlock specific rewards.\\'}, {\\'column_name\\': \\'Spawn Rates\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \"Information about the fish\\'s spawn rates.\"}, {\\'column_name\\': \\'Rain/Snow Catch Up\\', \\'column_type\\': \\'boolean\\', \\'values_summary\\': \\'Indicates if the fish can be caught during rain or snow.\\'}, {\\'column_name\\': \\'NH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The main color of the fish.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The secondary color of the fish.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size classification of the fish.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The type of lighting if applicable.\\'}, {\\'column_name\\': \\'Icon Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The icon file name for the fish.\\'}, {\\'column_name\\': \\'Critterpedia Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The critterpedia entry file name for the fish.\\'}, {\\'column_name\\': \\'Furniture Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The furniture file name related to the fish.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The internal ID of the fish.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The unique entry identifier.\\'}]}\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: floors\\n| | Name | VFX | DIY | Buy | Sell | Color 1 | Color 2 | Miles Price | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | Tag | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------------|:------|:------|:------|-------:|:-----------|:-----------|:--------------|:--------------|:---------------|:----------|:----------------|:----------------|:-------------|:---------------|:-------------|:-------------------------|--------------:|:------------------|\\n| 0 | aqua tile flooring | False | False | 900 | 225 | Light blue | Light blue | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTile01 | 5036 | JmNGqRhEow3PH7bgk |\\n| 1 | arabesque flooring | False | False | 2120 | 530 | Black | Gray | NA | Nook's Cranny | | 1.0.0 | expensive | living room | None | Cloth Floors | For sale | RoomTexFloorArabesque00 | 4953 | 4dabyuetmZD5dDdCH |\\n| 2 | arched-brick flooring | False | False | 1100 | 275 | Brown | Brown | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Arched Brick | For sale | RoomTexFloorArchBrick00 | 4998 | CSPoYJzCnzWjqWrj5 |\\n| 3 | argyle tile flooring | False | False | 1750 | 437 | White | Beige | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTileWood00 | 4994 | BH8PqRSou2XjQ8ppQ |\\n| 4 | artsy parquet flooring | False | False | 1800 | 450 | Beige | Beige | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Simple Parquet | For sale | RoomTexFloorParquetArt00 | 5232 | fbfCzw546bWEF95Aq |\\n| 5 | backyard lawn | False | True | NFS | 600 | Green | Green | NA | Crafting | | 1.0.0 | garden | None | None | Grassland | Not for sale | RoomTexFloorLawn00 | 4979 | kANgKb2s4a6pMSjnd |\\n| 6 | bamboo flooring | False | True | NFS | 2400 | Green | Beige | NA | Crafting | | 1.0.0 | zen-style | None | bamboo | Nature - Green | Not for sale | RoomTexFloorBamboo00 | 4964 | gMeLjZdPobbrt58sT |\\n| 7 | basement flooring | False | True | NFS | 1500 | Gray | Gray | NA | Crafting | | 1.0.0 | horror | facility | None | Stone Floors | Not for sale | RoomTexFloorBasement00 | 4797 | DgaMSqGEyko87dD3H |\\n| 8 | beige desert-tile flooring | False | False | 2100 | 525 | Beige | White | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Morocco | For sale | RoomTexFloorMorocco00 | 4965 | yhH3pNWq8L8j48tHW |\\n| 9 | berry-chocolates flooring | False | False | 3000 | 750 | Pink | Pink | NA | Saharah | | 1.0.0 | fancy | None | None | Chocolate | Not for sale | RoomTexFloorChocolate02 | 5053 | E7Mfi6saTnBEgW6o8 |\\nResult:\\n{'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: fossils\\n| | Name | Buy | Sell | Color 1 | Color 2 | Size | Source | Museum | Version | Interact | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------|:------|-------:|:----------|:----------|:-------|:------------------|:---------|:----------|:-----------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | acanthostega | NFS | 2000 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilFirstFourLegs | 4664 | LQkRP3kBn3T2jBboF |\\n| 1 | amber | NFS | 1200 | Yellow | Yellow | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmber | 294 | ANAhATcHWvAGEhRnt |\\n| 2 | ammonite | NFS | 1100 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmmonoidea | 295 | ojNKnr4YRrmPi2gPo |\\n| 3 | ankylo skull | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusA | 169 | QQjxKmQ8Aac9cSoM2 |\\n| 4 | ankylo tail | NFS | 2500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusC | 171 | wLWBm2R727RC3qSL2 |\\n| 5 | ankylo torso | NFS | 3000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusB | 170 | 5QNzf5buPckabN6cR |\\n| 6 | anomalocaris | NFS | 2000 | Black | Gray | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAnomalocaris | 4651 | TYX964LM2tNZ3SYKC |\\n| 7 | archaeopteryx | NFS | 1300 | Beige | Brown | 1x1 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchaeopteryx | 298 | ky9pkmc2fmK9thuFH |\\n| 8 | archelon skull | NFS | 4000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonA | 177 | cYZhXfyNiqZy2hgeM |\\n| 9 | archelon tail | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonB | 178 | CtosFxKjG5nzLGi4t |\\nResult:\\n{\\'table_name\\': \\'fossils\\', \\'table_summary\\': \\'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).\\', \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'List of fossil names.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Indicates the buying conditions, all are \\'NFS\\'.\"}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling prices for each fossil.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary colors of the fossils.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary colors of the fossils.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Dimensions of the fossils represented as \\'x\\' size format.\"}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Indicates the source of the fossils.\\'}, {\\'column_name\\': \\'Museum\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Museum location associated with the fossils.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Versioning information for the table.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Interaction status of the fossils, all are false.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Availability status of fossils, all indicated as \\'Not for sale\\'.\"}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File references associated with each fossil.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifiers for the fossils.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique entry identifiers for tracking.\\'}]}\\n'}]\n", + "Prepared group chat with 16 messages, the last speaker is \u001b[33mchat_manager\u001b[0m\n", + "\u001b[33mchat_manager\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: How many big fish are there?\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_0i1qZMlBABROGAiuv00Bkeye): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I execute a query to count the number of big fish in the database, then I will receive a number that represents their total count.\",\"validation_criteria\":[\"The result should be an integer\",\"The result should appropriately count the fish categorized as big.\"],\"query\":\"SELECT COUNT(*) FROM fish WHERE Size IN ('2x1', '3x2')\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_0i1qZMlBABROGAiuv00Bkeye\n", + "Input arguments: {'hypothesis': 'If I execute a query to count the number of big fish in the database, then I will receive a number that represents their total count.', 'validation_criteria': ['The result should be an integer', 'The result should appropriately count the fish categorized as big.'], 'query': \"SELECT COUNT(*) FROM fish WHERE Size IN ('2x1', '3x2')\", 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_0i1qZMlBABROGAiuv00Bkeye) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I execute a query to count the number of big fish in the database, then I will receive a number that represents their total count.\n", + "Validation Criteria:\n", + "The result should be an integer\n", + "The result should appropriately count the fish categorized as big.\n", + "Result:\n", + "| | count_star() |\n", + "|---:|---------------:|\n", + "| 0 | 28 |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT COUNT(*) FROM fish WHERE Size IN ('2x1', '3x2')\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: How many big fish are there?\n", + "Result: Passed\n", + "Justification: The result accurately counts the fish categorized as big by utilizing the correct sizes '2x1' and '3x2'. The count of 28 is a valid integer response to the question.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The result should be an integer\n", + "Result: Passed\n", + "Justification: The count returned is 28, which is an integer.\n", + "\n", + "- Criterion: The result should appropriately count the fish categorized as big.\n", + "Result: Passed\n", + "Justification: The query specifically counts fish sizes classified as big ('2x1' and '3x2'), confirming the accuracy of the count.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + " count_star()\n", + "0 28\n" + ] + } + ], + "source": [ + "big_fish_res = queryer.auto_gen_func(\"How many big fish are there?\")\n", + "\n", + "print(big_fish_res.result)" + ] + }, + { + "cell_type": "markdown", + "id": "c34f611f", + "metadata": {}, + "source": [ + "### Code Generation\n", + "\n", + "Now onto code generation. The first example here is showing code generation without \n", + "leveraging the memory of previous agents. The answer isn't quite right. It just tries\n", + "to \n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cbab25b7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[AutoGenResult(result= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, question='List the available tables. Only use valid DuckDB syntax.', function_response=FunctionResponse(function=, hypothesis='If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', args=[], kwargs={'query': \"SELECT name FROM sqlite_master WHERE type='table';\"}, result_data= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, result_str='| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |', validation_criteria=['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='List the available tables. Only use valid DuckDB syntax.', result=True, justification='The response provided a complete list of table names, which satisfies the question.'), criteria_results=[CriterionResult(criterion='The response should contain the names of tables present in the database.', result=True, justification='The result includes a comprehensive list of table names.'), CriterionResult(criterion='The syntax used should be valid DuckDB SQL syntax.', result=True, justification=\"The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\"), CriterionResult(criterion='The response should represent the results in a clear markdown format.', result=True, justification='The results are presented in a clear tabular markdown format, making it easy to read.')])), AutoGenResult(result= Size\n", + "0 2x2\n", + "1 1x1\n", + "2 2x1\n", + "3 3x2, question='What are the different possible sizes of fish?', function_response=FunctionResponse(function=, hypothesis='If I execute a query to retrieve fish sizes from the database, then I will receive different sizes that fish can have.', args=[], kwargs={'query': 'SELECT DISTINCT Size FROM fish;'}, result_data= Size\n", + "0 2x2\n", + "1 1x1\n", + "2 2x1\n", + "3 3x2, result_str='| | Size |\\n|---:|:-------|\\n| 0 | 2x2 |\\n| 1 | 1x1 |\\n| 2 | 2x1 |\\n| 3 | 3x2 |', validation_criteria=['The result should include multiple rows of fish sizes.', 'Each row should have a unique size entry.', 'The sizes should correspond to the information found in the fish table.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='What are the different possible sizes of fish?', result=True, justification='The result provides a clear list of unique fish sizes, indicating diverse categories of fish sizes available in the database.'), criteria_results=[CriterionResult(criterion='The result should include multiple rows of fish sizes.', result=True, justification='The result includes four unique sizes.'), CriterionResult(criterion='Each row should have a unique size entry.', result=True, justification='Each size listed in the result is unique.'), CriterionResult(criterion='The sizes should correspond to the information found in the fish table.', result=True, justification='The sizes align with the fish data as expected from the fishing database.')])), AutoGenResult(result={'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}, question=\"Summarize the following table: accessories\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Type | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:----------------------|:------------|:------|:------|-------:|:-----------|:----------|:-------|:--------------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:---------|:------------------------------|:----------------------------|:----------------------|:-------------|:--------------------------|--------------:|:------------------|\\n| 0 | 3D glasses | White | False | 490 | 122 | White | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed0 | 4463 | FNxEraBTeWRiCvtFu |\\n| 1 | 3D glasses | Black | False | 490 | 122 | Black | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed1 | 11020 | mM9SXPCcGPfPJAmtm |\\n| 2 | bandage | Beige | False | 140 | 35 | Beige | White | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Active | outdoorsy; comfy; sporty | AccessoryMouth | False | For sale | AccessoryMouthBandageSkin | 4677 | 2qFT5iPkk8bREvpkj |\\n| 3 | beak | Yellow | False | 490 | 122 | Yellow | Yellow | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Cute | fairy tale; party; theatrical | AccessoryMouthInvisibleNose | False | For sale | AccessoryMouthBeakYellow | 3549 | T5CpsJi4xBSachNL5 |\\n| 4 | birthday shades | Yellow | False | NFS | 620 | Yellow | Red | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday0 | 4510 | S6CiB9ZvzBTMhEnDz |\\n| 5 | birthday shades | Pink | False | NFS | 620 | Pink | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday1 | 11217 | g3MPcmAKM4z5h8KYX |\\n| 6 | birthday shades | Red | False | NFS | 620 | Red | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday2 | 11218 | ojXoAAj8Bs2XgRiWB |\\n| 7 | birthday shades | Blue | False | NFS | 620 | Light blue | Green | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday3 | 11219 | Yr9mRJaZM44554oTS |\\n| 8 | bottom-rimmed glasses | Red | False | 1100 | 275 | Red | Red | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose0 | 4597 | ZHqtvcoqqDpJLf9Pc |\\n| 9 | bottom-rimmed glasses | Purple | False | 1100 | 275 | Purple | Purple | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose1 | 11081 | akRhFD3qeJEPM7WiD |\", function_response=FunctionResponse(function=, hypothesis='If I summarize the accessories table, then I will have a concise overview of its contents.', args=[], kwargs={'table_summary': {'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}}, result_data={'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}, result_str=\"{'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}\", validation_criteria=['The table name should be accurate and match the provided table.', 'The summary should convey the purpose and content of the table in a maximum of three sentences.', 'All columns of the table should be listed with their respective types and a summary of their values.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: accessories', result=True, justification=\"The summary accurately presents an overview of the table's contents, including a brief description of the accessories and the structure of the data.\"), criteria_results=[CriterionResult(criterion='The table name should be accurate and match the provided table.', result=True, justification=\"The table name 'accessories' matches the provided table.\"), CriterionResult(criterion='The summary should convey the purpose and content of the table in a maximum of three sentences.', result=True, justification='The summary effectively conveys the purpose and content of the table in three concise sentences.'), CriterionResult(criterion='All columns of the table should be listed with their respective types and a summary of their values.', result=True, justification='The summary includes all columns along with their types and a brief summary of their values.')])), AutoGenResult(result={'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}, question=\"Summarize the following table: achievements\\n| | Name | Award Criteria | # | Internal ID | Internal Name | Internal Category | Num of Tiers | Tier 1 | Tier 2 | Tier 3 | Tier 4 | Tier 5 | Reward Tier 1 | Reward Tier 2 | Reward Tier 3 | Reward Tier 4 | Reward Tier 5 | Reward Tier 6 | Sequential | Version | Unique Entry ID |\\n|---:|:------------------------|:---------------------------------------------------------------------|----:|--------------:|:------------------|:--------------------|---------------:|---------:|---------:|---------:|---------:|---------:|----------------:|----------------:|----------------:|----------------:|----------------:|----------------:|:-------------|:----------|:------------------|\\n| 0 | (island name) Miles! | Awarded when Nook Miles program is first unlocked | 1 | 53 | ImmigratetoIsland | Event | 1 | 1 | 0 | 0 | 0 | 0 | 500 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | QvQq6d4qJgCiBkMLX |\\n| 1 | Angling for Perfection! | Number of total fish caught | 2 | 0 | CatchFish | Fish | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | wkj9WzycBpxtq6CDG |\\n| 2 | Island Ichthyologist | Number of unique fish caught | 3 | 3 | FillFishList | Fish | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | Ajpkv8wXcZLqM8bMT |\\n| 3 | Island Togetherness | Number of days in which you've talked to every one of your villagers | 4 | 68 | GreetAllVillager | Communication | 5 | 1 | 10 | 20 | 30 | 50 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | syoxyxWL7ymwpKpGN |\\n| 4 | You've Got the Bug | Number of total bugs caught | 5 | 1 | CatchInsect | Insect | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | weJ4f9MDdBuzLBrBM |\\n| 5 | Bugs Don't Bug Me | Number of unique bugs caught | 6 | 4 | FillInsectList | Insect | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | ttRSm74XC4MzSHgnX |\\n| 6 | Have a Nice DIY! | Number of DIY recipes collected | 7 | 55 | FillRecipeList | DIY | 5 | 10 | 50 | 100 | 150 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | fsanquagmfwNCY8wW |\\n| 7 | DIY Tools | Number of tools you've crafted | 8 | 72 | DIYTool | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | 6k5CnRgbm55m93jMT |\\n| 8 | DIY Furniture | Number of furniture pieces you've crafted | 9 | 73 | DIYFurniture | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | TprrYjwsCvZbDdcvK |\\n| 9 | Furniture Freshener | Number of times you've customized furniture at a workbench | 10 | 14 | RemakeFurniture | DIY | 5 | 5 | 20 | 50 | 100 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | viHJXo8XB8C3h259Q |\", function_response=FunctionResponse(function=, hypothesis='if the achievements table is summarized, then the summary will highlight the main features and purpose of the table.', args=[], kwargs={'table_summary': {'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}}, result_data={'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}, result_str=\"{'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}\", validation_criteria=['the summary includes the main purpose of the achievements table', 'the summary mentions the key columns present in the table', 'the summary is concise, containing no more than three sentences']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: achievements', result=True, justification='The summary effectively captures the main purpose of the achievements table, which is to provide a list of awards and their corresponding criteria, tiers, and rewards. It also highlights key columns in the table and remains concise.'), criteria_results=[CriterionResult(criterion='the summary includes the main purpose of the achievements table', result=True, justification='The summary states that the achievements table lists various awards that players can unlock in a game along with criteria needed to earn them.'), CriterionResult(criterion='the summary mentions the key columns present in the table', result=True, justification=\"The summary includes a detailed description of key columns such as 'Name', 'Award Criteria', 'Num of Tiers', and the 'Tier' and 'Reward' columns.\"), CriterionResult(criterion='the summary is concise, containing no more than three sentences', result=True, justification='The summary contains three sentences that concisely summarize the table.')])), AutoGenResult(result={'table_name': 'art', 'table_summary': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Various names of artworks and sculptures.'}, {'column_name': 'Genuine', 'column_type': 'bool', 'values_summary': 'Indicates whether the artwork is genuine (True) or fake (False).'}, {'column_name': 'Category', 'column_type': 'str', 'values_summary': 'Categories indicate the type of artwork such as painting or sculpture.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price in currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price or zero if not for sale.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Main color description (if applicable).'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color description (if applicable).'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Dimensions of the artwork.'}, {'column_name': 'Real Artwork Title', 'column_type': 'str', 'values_summary': 'The actual title of the artwork.'}, {'column_name': 'Artist', 'column_type': 'str', 'values_summary': 'Name of the artist associated with the artwork.'}, {'column_name': 'Museum Description', 'column_type': 'str', 'values_summary': 'A brief background or description provided by the museum.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Reference to where the artwork is sourced from.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Any notes relevant to the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Denotes the version of the artwork in the collection.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept classification from the HHA system.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept classification from the HHA system.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'Series classification for the artwork.'}, {'column_name': 'HHA Set', 'column_type': 'str', 'values_summary': 'Set classification of the artwork.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Indicates if the artwork has an interactive feature.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag designation for the artwork.'}, {'column_name': 'Speaker Type', 'column_type': 'str', 'values_summary': 'Describes the type of speaker associated with the artwork.'}, {'column_name': 'Lighting Type', 'column_type': 'str', 'values_summary': 'Type of lighting the artwork features.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog number or identifier.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename for the associated image or document.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the artwork.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Global unique identifier for the entry.'}]}, question='Summarize the following table: art\\n| | Name | Genuine | Category | Buy | Sell | Color 1 | Color 2 | Size | Real Artwork Title | Artist | Museum Description | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | HHA Set | Interact | Tag | Speaker Type | Lighting Type | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:----------|:--------------|------:|-------:|:----------|:----------|:-------|:------------------------------------------|:----------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------|:---------------|:----------|:----------------|:----------------|:-------------|:----------|:-----------|:----------|:--------------------|:----------------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | academic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianMan | 12619 | xfTf9sfyLkxHQEz4u |\\n| 1 | academic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianManFake | 12620 | 5KNFAo3LkdTTJPQkd |\\n| 2 | amazing painting | True | Wall-mounted | 4980 | 1245 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatch | 56 | Sg6MCSG3m9tvjGWoj |\\n| 3 | amazing painting | False | Wall-mounted | 4980 | 0 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatchFake | 55 | vc2Ebu4Pkn443zYiN |\\n| 4 | ancient statue | True | Miscellaneous | 4980 | 1245 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguu | 1337 | zpAsguge9Yb29ksjS |\\n| 5 | ancient statue | False | Miscellaneous | 4980 | 0 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguuFake | 1338 | fXbsrcXirg6miBoqT |\\n| 6 | basic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoy | 14 | Xhn8ZjtbdZeET3NXR |\\n| 7 | basic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoyFake | 13 | o4px7Mx9g2Zk6NHvC |\\n| 8 | beautiful statue | True | Housewares | 4980 | 1245 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMilo | 1341 | iscap6FsmDZdNP5dw |\\n| 9 | beautiful statue | False | Housewares | 4980 | 0 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMiloFake | 1342 | w9vrMbhJNj6JHkznu |', function_response=FunctionResponse(function=, hypothesis=\"If the function summarizes the art table, then it will provide a concise overview of the table's content and purpose.\", args=[], kwargs={'table_summary': {'table_name': 'art', 'table_summary': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Various names of artworks and sculptures.'}, {'column_name': 'Genuine', 'column_type': 'bool', 'values_summary': 'Indicates whether the artwork is genuine (True) or fake (False).'}, {'column_name': 'Category', 'column_type': 'str', 'values_summary': 'Categories indicate the type of artwork such as painting or sculpture.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price in currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price or zero if not for sale.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Main color description (if applicable).'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color description (if applicable).'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Dimensions of the artwork.'}, {'column_name': 'Real Artwork Title', 'column_type': 'str', 'values_summary': 'The actual title of the artwork.'}, {'column_name': 'Artist', 'column_type': 'str', 'values_summary': 'Name of the artist associated with the artwork.'}, {'column_name': 'Museum Description', 'column_type': 'str', 'values_summary': 'A brief background or description provided by the museum.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Reference to where the artwork is sourced from.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Any notes relevant to the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Denotes the version of the artwork in the collection.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept classification from the HHA system.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept classification from the HHA system.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'Series classification for the artwork.'}, {'column_name': 'HHA Set', 'column_type': 'str', 'values_summary': 'Set classification of the artwork.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Indicates if the artwork has an interactive feature.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag designation for the artwork.'}, {'column_name': 'Speaker Type', 'column_type': 'str', 'values_summary': 'Describes the type of speaker associated with the artwork.'}, {'column_name': 'Lighting Type', 'column_type': 'str', 'values_summary': 'Type of lighting the artwork features.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog number or identifier.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename for the associated image or document.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the artwork.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Global unique identifier for the entry.'}]}}, result_data={'table_name': 'art', 'table_summary': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Various names of artworks and sculptures.'}, {'column_name': 'Genuine', 'column_type': 'bool', 'values_summary': 'Indicates whether the artwork is genuine (True) or fake (False).'}, {'column_name': 'Category', 'column_type': 'str', 'values_summary': 'Categories indicate the type of artwork such as painting or sculpture.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price in currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price or zero if not for sale.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Main color description (if applicable).'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color description (if applicable).'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Dimensions of the artwork.'}, {'column_name': 'Real Artwork Title', 'column_type': 'str', 'values_summary': 'The actual title of the artwork.'}, {'column_name': 'Artist', 'column_type': 'str', 'values_summary': 'Name of the artist associated with the artwork.'}, {'column_name': 'Museum Description', 'column_type': 'str', 'values_summary': 'A brief background or description provided by the museum.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Reference to where the artwork is sourced from.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Any notes relevant to the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Denotes the version of the artwork in the collection.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept classification from the HHA system.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept classification from the HHA system.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'Series classification for the artwork.'}, {'column_name': 'HHA Set', 'column_type': 'str', 'values_summary': 'Set classification of the artwork.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Indicates if the artwork has an interactive feature.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag designation for the artwork.'}, {'column_name': 'Speaker Type', 'column_type': 'str', 'values_summary': 'Describes the type of speaker associated with the artwork.'}, {'column_name': 'Lighting Type', 'column_type': 'str', 'values_summary': 'Type of lighting the artwork features.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog number or identifier.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename for the associated image or document.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the artwork.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Global unique identifier for the entry.'}]}, result_str='{\\'table_name\\': \\'art\\', \\'table_summary\\': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork\\'s aesthetics, historical context, and museum source.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Various names of artworks and sculptures.\\'}, {\\'column_name\\': \\'Genuine\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates whether the artwork is genuine (True) or fake (False).\\'}, {\\'column_name\\': \\'Category\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Categories indicate the type of artwork such as painting or sculpture.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price in currency.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling price or zero if not for sale.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Main color description (if applicable).\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color description (if applicable).\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Dimensions of the artwork.\\'}, {\\'column_name\\': \\'Real Artwork Title\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'The actual title of the artwork.\\'}, {\\'column_name\\': \\'Artist\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Name of the artist associated with the artwork.\\'}, {\\'column_name\\': \\'Museum Description\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'A brief background or description provided by the museum.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Reference to where the artwork is sourced from.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Any notes relevant to the source.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Denotes the version of the artwork in the collection.\\'}, {\\'column_name\\': \\'HHA Concept 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'First concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Concept 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Second concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Series\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Series classification for the artwork.\\'}, {\\'column_name\\': \\'HHA Set\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Set classification of the artwork.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the artwork has an interactive feature.\\'}, {\\'column_name\\': \\'Tag\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Tag designation for the artwork.\\'}, {\\'column_name\\': \\'Speaker Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Describes the type of speaker associated with the artwork.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Type of lighting the artwork features.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog number or identifier.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Filename for the associated image or document.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the artwork.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Global unique identifier for the entry.\\'}]}', validation_criteria=['Contains the table name', 'Includes a brief summary', 'Lists all column names', 'Describes the column types', 'Presents a summary of values for each column']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: art', result=True, justification='The summary effectively encapsulates the main purpose and content of the table, including descriptions of artwork characteristics and classification.'), criteria_results=[CriterionResult(criterion='Contains the table name', result=True, justification=\"The summary clearly states that the table name is 'art.'\"), CriterionResult(criterion='Includes a brief summary', result=True, justification=\"The provided summary gives a concise overview of the table's content and significance.\"), CriterionResult(criterion='Lists all column names', result=True, justification='All column names from the table are included in the summary.'), CriterionResult(criterion='Describes the column types', result=True, justification='Each column name is accompanied by its corresponding data type.'), CriterionResult(criterion='Presents a summary of values for each column', result=True, justification='For every column, there is a summary of possible values or descriptions based on the data.')])), AutoGenResult(result={'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}, question='Summarize the following table: bags\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------------|:------------|:------|:------|-------:|:-----------|:-----------|:-------|:--------------|:---------|:---------------|:------------------------|:----------|:--------|:------------------------------|:----------------------|:-------------|:---------------------------|--------------:|:------------------|\\n| 0 | acorn pochette | Brown | True | NFS | 2400 | Brown | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderAcorn0 | 7492 | XiC7bNzTBAdb8zWwr |\\n| 1 | basket pack | Green | True | NFS | 2400 | Green | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Simple | outdoorsy; work | False | Not for sale | BagBackpackBasket0 | 7506 | BW764rj9aH3QL6GRH |\\n| 2 | bug cage | Green | False | NFS | 122 | Green | White | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Active | outdoorsy; vacation | False | Not for sale | BagShoulderCage0 | 7479 | nrkEKkL46YsQYcYjp |\\n| 3 | Bunny Day bag | None | True | NFS | 2400 | Colorful | Colorful | 1x1 | NA | Crafting | | All Year | 1.1.0a | Active | fairy tale; party; theatrical | False | Not for sale | BagBackpackEgg0 | 12447 | YGofzAZknSTYWmfWM |\\n| 4 | butterfly backpack | Pink | False | NFS | 210 | Pink | Yellow | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Cute | everyday; formal; party | False | Not for sale | BagBackpackButterfly0 | 7502 | unsmeHZemRaTnq62z |\\n| 5 | canvas backpack | White | False | 1300 | 325 | White | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagBackpackTote0 | 7509 | ZtgYddBwpZfGMjewu |\\n| 6 | cherry-blossom pochette | Pink | True | NFS | 2400 | Pink | Pink | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderCherryblossoms0 | 7490 | wwkZdhj9HzxZiqHys |\\n| 7 | cloth shoulder bag | Blue | False | 1400 | 350 | Light blue | Light blue | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas0 | 7487 | DzoRrArWrKtzn6Xzc |\\n| 8 | cloth shoulder bag | Orange | False | 1400 | 350 | Orange | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas1 | 12013 | dcpCgBwji4QCYAy8k |\\n| 9 | cloth shoulder bag | Ivory | False | 1400 | 350 | White | White | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas2 | 12014 | NfkYKg5NoaWKBEpzN |', function_response=FunctionResponse(function=, hypothesis='If I summarize the bags table, then I will provide a clear overview of its content and structure.', args=[], kwargs={'table_summary': {'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}}, result_data={'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}, result_str=\"{'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}\", validation_criteria=['The summary includes the table name.', \"The summary provides a brief description of the table's purpose and content.\", 'The summary lists the column names and their corresponding types.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: bags', result=True, justification='The summary effectively describes the table, including its purpose, the name of the table, and provides a comprehensive list of columns along with their types and brief descriptions.'), criteria_results=[CriterionResult(criterion='The summary includes the table name.', result=True, justification=\"The summary explicitly states the table name as 'bags'.\"), CriterionResult(criterion=\"The summary provides a brief description of the table's purpose and content.\", result=True, justification='The summary explains that the table lists various types of bags, their attributes, and how to acquire them.'), CriterionResult(criterion='The summary lists the column names and their corresponding types.', result=True, justification='The summary includes all column names along with their data types and descriptions.')])), AutoGenResult(result={'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}, question=\"Summarize the following table: bottoms\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------------|:------|------:|-------:|:----------|:-----------|:-------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:--------|:-------------------------|:----------------------|:----------|:-------------------------------|--------------:|:------------------|\\n| 0 | acid-washed jeans | Blue | False | 1320 | 330 | Blue | Blue | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical0 | 5286 | QaecPktemD3XuFdwy |\\n| 1 | acid-washed jeans | Black | False | 1320 | 330 | Black | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical1 | 11385 | a7HNjgRFkCznkDLLH |\\n| 2 | animal-stripes skirt | Tiger | False | 1100 | 275 | Yellow | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe0 | 9842 | qmtHwBmtJDvtNntTs |\\n| 3 | animal-stripes skirt | Zebra | False | 1100 | 275 | Gray | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe1 | 12067 | 4mDRmSG3scfXh3oon |\\n| 4 | apron skirt | Purple | False | 700 | 175 | White | Purple | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron0 | 5710 | MtsvEMQ9Z9damsycd |\\n| 5 | apron skirt | Blue | False | 700 | 175 | White | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron1 | 8921 | cfzi35RpY8onR3hra |\\n| 6 | apron skirt | Beige | False | 700 | 175 | White | Beige | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron2 | 8922 | AmWS5iMbatqDr2eLs |\\n| 7 | athletic pants | Red | False | 880 | 220 | Red | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey0 | 3311 | iL9vd8DerEEJDJQbA |\\n| 8 | athletic pants | Green | False | 880 | 220 | Green | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey1 | 11295 | Ygp8L2zeem8ECZroK |\\n| 9 | athletic pants | Black | False | 880 | 220 | Black | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey2 | 11296 | 8NcTmEpkckocYvTf2 |\", function_response=FunctionResponse(function=, hypothesis=\"If we summarize the 'bottoms' table, then we will gain an overview of the clothing items it contains, their variations, and other attributes.\", args=[], kwargs={'table_summary': {'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}}, result_data={'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}, result_str=\"{'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}\", validation_criteria=['The summary should explain the purpose of the table.', 'The summary should include key attributes such as clothing names and styles.', 'The summary should mention the source and seasonal availability.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: bottoms', result=True, justification='The summary provides a clear explanation of the purpose of the table, listing the different types of clothing items available, their essential attributes like names and styles, and details about their availability from specific sources.'), criteria_results=[CriterionResult(criterion='The summary should explain the purpose of the table.', result=True, justification='The summary explains that the table contains various types of bottoms available for purchase in the game, indicating its purpose.'), CriterionResult(criterion='The summary should include key attributes such as clothing names and styles.', result=True, justification=\"The summary lists clothing names and mentions styles like 'Simple' and 'Cool,' along with various color variations.\"), CriterionResult(criterion='The summary should mention the source and seasonal availability.', result=True, justification=\"The summary mentions the source as 'Able Sisters' and states that the items are available all year.\")])), AutoGenResult(result={'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}, question='Summarize the following table: construction\\n| | Name | Buy | Category | Source | Filename | Version | Unique Entry ID |\\n|---:|:------------------|-------:|:-----------|:-------------------------------|:------------------------|:----------|:------------------|\\n| 0 | brick bridge | 198000 | Bridge | Resident Services Upgrade | BridgeBricks | 1.0.0 | Rvkrg9tcubTMakcBS |\\n| 1 | iron bridge | 228000 | Bridge | Resident Services Upgrade | BridgeIron | 1.0.0 | RmQ6iiKkFf3Sy4iSQ |\\n| 2 | log bridge | 98000 | Bridge | Resident Services Upgrade | BridgeLog | 1.0.0 | Px55sTfjKSbbMtjAK |\\n| 3 | red zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeRed | 1.0.0 | jTziEHXkeYaugKDQQ |\\n| 4 | stone bridge | 168000 | Bridge | Resident Services Upgrade | BridgeStone | 1.0.0 | JmrwC2tRRCCgbZnrp |\\n| 5 | suspension bridge | 129800 | Bridge | Resident Services Upgrade | BridgeSuspension | 1.0.0 | q52JebMTHDqHJKBba |\\n| 6 | wooden bridge | 168000 | Bridge | Resident Services Upgrade | BridgeWood | 1.0.0 | 7oZ7FMrJEpBLZzsmw |\\n| 7 | zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeJapanese | 1.0.0 | TbKbHzJM8j8ezmAEF |\\n| 8 | basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowAR | 1.0.0 | HrAsZSpm2pRj2u8ad |\\n| 9 | beige basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowGR | 1.0.0 | uF4YeCTGBx4Tawcp8 |', function_response=FunctionResponse(function=, hypothesis='if the table is summarized then it should include the name, purpose, content of the table and column details', args=[], kwargs={'table_summary': {'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}}, result_data={'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}, result_str=\"{'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}\", validation_criteria=[\"summary captures table's overall purpose\", 'all columns are correctly identified', 'summary provides concise content overview']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: construction', result=True, justification='The summary clearly articulates the overall purpose of the table, identifying the types of construction items listed (bridges and doors), their costs, sources, and unique identifiers. Additionally, it provides concise descriptions of each column, ensuring all aspects of the original table are covered.'), criteria_results=[CriterionResult(criterion=\"summary captures table's overall purpose\", result=True, justification='The summary captures the essence of the table by mentioning it lists construction items like bridges and doors, alongside their costs and purposes.'), CriterionResult(criterion='all columns are correctly identified', result=True, justification='All columns from the original table are identified and described accurately, detailing their names, types, and content.'), CriterionResult(criterion='summary provides concise content overview', result=True, justification='The summary succinctly conveys the key information and functionality of the table in a clear manner, making it easy to understand the content.')])), AutoGenResult(result={'table_name': 'dress_up', 'table_summary': \"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of clothing items.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different color or style variants of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the item is available as a DIY recipe.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Sell price of the item.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the item.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the item.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size of the clothing item.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Information on whether the item is available year-round or seasonally.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used as a mannequin piece.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the item.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Stylistic classification of the clothing.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': \"Themes associated with the clothing's labels.\"}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can wear the item.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the item.'}, {'column_name': 'Primary Shape', 'column_type': 'str', 'values_summary': 'Primary form of the clothing item.'}, {'column_name': 'Secondary Shape', 'column_type': 'str', 'values_summary': 'Secondary form of the clothing item.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name related to the clothing item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the table entry.'}]}, question='Summarize the following table: dress_up\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Primary Shape | Secondary Shape | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:------------|:------|------:|-------:|:-----------|:-----------|:-------|:-------------|:--------------------------------------|:------------------------|:------------------|:----------|:--------|:-----------------|:----------------------|:----------|:----------------|:------------------|:-----------------------------------|--------------:|:------------------|\\n| 0 | academy uniform | Navy blue | False | 2080 | 520 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki0 | 2699 | yfbZu5Nj6wtJSnuDW |\\n| 1 | academy uniform | Gray | False | 2080 | 520 | Gray | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki1 | 9016 | zbKRm5Cv5dyiz3y35 |\\n| 2 | academy uniform | Red | False | 2080 | 520 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki2 | 9017 | 3FSAsaikyEjHkLWcM |\\n| 3 | adventure dress | Blue | False | 2800 | 700 | Light blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | fairy tale | True | For sale | Balloon | H | TopsTexOnepieceBalloonHStrangeBlue | 3686 | AQZFR4Bzob9Phsr9R |\\n| 4 | alpinist dress | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean0 | 3168 | rN77JmGnpSNNeQogP |\\n| 5 | alpinist dress | Blue | False | 2520 | 630 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean1 | 8615 | zkWYtfW3WeDbdSQuy |\\n| 6 | alpinist dress | Red | False | 2520 | 630 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean2 | 8616 | TkEkCuYTjTEu38axs |\\n| 7 | alpinist overalls | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean0 | 4443 | vzaWMkA2s7R6SefHa |\\n| 8 | alpinist overalls | Blue | False | 2520 | 630 | Blue | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean1 | 8631 | onM7CM229PHZyRjPd |\\n| 9 | alpinist overalls | Red | False | 2520 | 630 | Red | Pink | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean2 | 8632 | WWbNFkaxwJMGLSBYj |', function_response=FunctionResponse(function=, hypothesis=\"If the table 'dress_up' is summarized, then it will provide information about different clothing items available in varying styles and colors.\", args=[], kwargs={'table_summary': {'table_name': 'dress_up', 'table_summary': \"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of clothing items.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different color or style variants of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the item is available as a DIY recipe.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Sell price of the item.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the item.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the item.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size of the clothing item.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Information on whether the item is available year-round or seasonally.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used as a mannequin piece.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the item.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Stylistic classification of the clothing.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': \"Themes associated with the clothing's labels.\"}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can wear the item.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the item.'}, {'column_name': 'Primary Shape', 'column_type': 'str', 'values_summary': 'Primary form of the clothing item.'}, {'column_name': 'Secondary Shape', 'column_type': 'str', 'values_summary': 'Secondary form of the clothing item.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name related to the clothing item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the table entry.'}]}}, result_data={'table_name': 'dress_up', 'table_summary': \"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of clothing items.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different color or style variants of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the item is available as a DIY recipe.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Sell price of the item.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the item.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the item.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size of the clothing item.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Information on whether the item is available year-round or seasonally.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used as a mannequin piece.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the item.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Stylistic classification of the clothing.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': \"Themes associated with the clothing's labels.\"}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can wear the item.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the item.'}, {'column_name': 'Primary Shape', 'column_type': 'str', 'values_summary': 'Primary form of the clothing item.'}, {'column_name': 'Secondary Shape', 'column_type': 'str', 'values_summary': 'Secondary form of the clothing item.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name related to the clothing item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the table entry.'}]}, result_str='{\\'table_name\\': \\'dress_up\\', \\'table_summary\\': \"The \\'dress_up\\' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Names of clothing items.\\'}, {\\'column_name\\': \\'Variation\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Different color or style variants of each clothing item.\\'}, {\\'column_name\\': \\'DIY\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item is available as a DIY recipe.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price of the item.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Sell price of the item.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary color of the item.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color of the item.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Size of the clothing item.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Source from where the item can be obtained.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Notes about item availability.\\'}, {\\'column_name\\': \\'Seasonal Availability\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Information on whether the item is available year-round or seasonally.\\'}, {\\'column_name\\': \\'Mannequin Piece\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item can be used as a mannequin piece.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Version information for the item.\\'}, {\\'column_name\\': \\'Style\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Stylistic classification of the clothing.\\'}, {\\'column_name\\': \\'Label Themes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Themes associated with the clothing\\'s labels.\"}, {\\'column_name\\': \\'Villager Equippable\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if villagers can wear the item.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog status of the item.\\'}, {\\'column_name\\': \\'Primary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary form of the clothing item.\\'}, {\\'column_name\\': \\'Secondary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary form of the clothing item.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File name related to the clothing item.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the item.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique identifier for the table entry.\\'}]}', validation_criteria=[\"The table name is correctly identified as 'dress_up'.\", 'The summary encapsulates the main purpose and content of the table in 3 sentences max.', 'The columns of the table are correctly listed with their respective names and types.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: dress_up', result=True, justification=\"The summary succinctly captures the essence of the 'dress_up' table, accurately describing the purpose, structure, and types of data it holds while adhering to the specified length.\"), criteria_results=[CriterionResult(criterion=\"The table name is correctly identified as 'dress_up'.\", result=True, justification=\"The summary distinctly states that the table is named 'dress_up'.\"), CriterionResult(criterion='The summary encapsulates the main purpose and content of the table in 3 sentences max.', result=True, justification='The summary is composed of three sentences that effectively communicate the content and purpose of the table.'), CriterionResult(criterion='The columns of the table are correctly listed with their respective names and types.', result=True, justification='The summary provides a comprehensive list of the columns alongside their names and data types, correctly reflecting the structure of the original table.')])), AutoGenResult(result={'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}, question='Summarize the following table: fencing\\n| | Name | DIY | Stack Size | Buy | Sell | Source | Source Notes | Version | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------|-------------:|:------|-------:|:---------|:---------------|:----------|:------------------------|--------------:|:------------------|\\n| 0 | bamboo lattice fence | True | 50 | NFS | 960 | Crafting | | 1.0.0 | ItemFenceBamboo | 3403 | XaLnmQsQ47HfHQ9g5 |\\n| 1 | barbed-wire fence | True | 50 | NFS | 1980 | Crafting | | 1.0.0 | ItemFenceBarbedWire | 5213 | dNgibaR9jFqaDwuDZ |\\n| 2 | brick fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceWallRenga | 3080 | WAzanA7e5MREzJdMh |\\n| 3 | Bunny Day fence | True | 50 | NFS | 2400 | Crafting | | 1.1.0a | ItemFenceEgg | 12630 | CLQGhAfSNykpxrh3a |\\n| 4 | corral fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceHorizontalWood | 4349 | rqwqYy7Aphvh5zBSA |\\n| 5 | country fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceLog | 4350 | twwkbWJ8YsoJEy3j8 |\\n| 6 | hedge | True | 50 | NFS | 55 | Crafting | | 1.2.0 | ItemFenceIkegaki | 12758 | TphLYSh2MdogHdheg |\\n| 7 | imperial fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceChinese | 4354 | fHqt7TXfbhfKnPbwG |\\n| 8 | iron fence | True | 50 | NFS | 4500 | Crafting | | 1.0.0 | ItemFenceSteel | 4357 | RL5hL24NbwzE7zv3R |\\n| 9 | iron-and-stone fence | True | 50 | NFS | 3150 | Crafting | | 1.0.0 | ItemFenceIronAndStone | 5206 | kjSa4R6JQz2DtWQ2C |', function_response=FunctionResponse(function=, hypothesis='If I summarize the fencing table, then I will capture its main purpose and describe the content effectively.', args=[], kwargs={'table_summary': {'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}}, result_data={'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}, result_str=\"{'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}\", validation_criteria=['The summary should clearly state the purpose of the table.', 'The columns within the table must be listed correctly.', 'The summary of each column must accurately represent its content.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: fencing', result=True, justification=\"The summary provides a clear explanation of the table's purpose and describes its content effectively. Additionally, it accurately lists and summarizes each column's attributes.\"), criteria_results=[CriterionResult(criterion='The summary should clearly state the purpose of the table.', result=True, justification='The summary explains that the table contains information about various types of fences available for crafting, serving as a guide for players.'), CriterionResult(criterion='The columns within the table must be listed correctly.', result=True, justification='All table columns are listed accurately with appropriate names and types.'), CriterionResult(criterion='The summary of each column must accurately represent its content.', result=True, justification=\"Each column's summary accurately reflects the content as per the original table.\")])), AutoGenResult(result={'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}, question='Summarize the following table: fish\\n| | # | Name | Sell | Where/How | Shadow | Total Catches to Unlock | Spawn Rates | Rain/Snow Catch Up | NH Jan | NH Feb | NH Mar | NH Apr | NH May | NH Jun | NH Jul | NH Aug | NH Sep | NH Oct | NH Nov | NH Dec | SH Jan | SH Feb | SH Mar | SH Apr | SH May | SH Jun | SH Jul | SH Aug | SH Sep | SH Oct | SH Nov | SH Dec | Color 1 | Color 2 | Size | Lighting Type | Icon Filename | Critterpedia Filename | Furniture Filename | Internal ID | Unique Entry ID |\\n|---:|----:|:----------------|-------:|:------------|:---------|--------------------------:|:--------------|:---------------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:-----------|:----------|:-------|:----------------|:----------------|:------------------------|:---------------------|--------------:|:------------------|\\n| 0 | 56 | anchovy | 200 | Sea | Small | 0 | 2–5 | False | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | Blue | Red | 1x1 | No lighting | Fish81 | FishAntyobi | FtrFishAntyobi | 4201 | LzuWkSQP55uEpRCP5 |\\n| 1 | 36 | angelfish | 3000 | River | Small | 20 | 2–5 | False | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | Yellow | Black | 1x1 | Fluorescent | Fish30 | FishAngelfish | FtrFishAngelfish | 2247 | XTCFCk2SiuY5YXLZ7 |\\n| 2 | 44 | arapaima | 10000 | River | XX-Large | 50 | 1 | True | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Black | Blue | 3x2 | No lighting | Fish36 | FishPiraruku | FtrFishPiraruku | 2253 | mZy4BES54bqwi97br |\\n| 3 | 41 | arowana | 10000 | River | Large | 50 | 1–2 | False | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Yellow | Black | 2x1 | Fluorescent | Fish33 | FishArowana | FtrFishArowana | 2250 | F68AvCaqddBJL7ZSN |\\n| 4 | 58 | barred knifejaw | 5000 | Sea | Medium | 20 | 3–5 | False | NA | NA | All day | All day | All day | All day | All day | All day | All day | All day | All day | NA | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | All day | White | Black | 1x1 | Fluorescent | Fish47 | FishIshidai | FtrFishIshidai | 2265 | X3R9SFSAaDzBF4fE3 |\\n| 5 | 79 | barreleye | 15000 | Sea | Small | 100 | 1 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | Black | Black | 1x1 | Fluorescent | Fish84 | FishDemenigisu | FtrFishDemenigisu | 4204 | BpqTa4zmTjv3Nm4wE |\\n| 6 | 37 | betta | 2500 | River | Small | 20 | 1–4 | False | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | Light blue | Black | 1x1 | Fluorescent | Fish77 | FishBeta | FtrFishBeta | 4191 | 7QcQXzwZoNGiNA94k |\\n| 7 | 1 | bitterling | 900 | River | X-Small | 0 | 12–17 | False | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | All day | All day | All day | All day | All day | NA | NA | NA | Light blue | Blue | 1x1 | No lighting | Fish0 | FishTanago | FtrFishTanago | 2215 | Drj6eLRBgg4T9KhNx |\\n| 8 | 22 | black bass | 400 | River | Large | 0 | 4–12 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Green | Black | 1x1 | Fluorescent | Fish19 | FishBlackbass | FtrFishBlackbass | 2234 | wAZvfTca7GyaTtLcQ |\\n| 9 | 54 | blowfish | 5000 | Sea | Medium | 20 | 5 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | Beige | Black | 1x1 | Fluorescent | Fish73 | FishFugu | FtrFishFugu | 2262 | aDsmTcByApycafxTa |', function_response=FunctionResponse(function=, hypothesis='Summarizing the fish table will provide a clear overview of the fish types, their characteristics, and catching details.', args=[], kwargs={'table_summary': {'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}}, result_data={'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}, result_str='{\\'table_name\\': \\'fish\\', \\'table_summary\\': \\'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.\\', \\'columns\\': [{\\'column_name\\': \\'#\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Entry number of the fish.\\'}, {\\'column_name\\': \\'Name\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The common name of the fish.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The selling price of the fish in the game.\\'}, {\\'column_name\\': \\'Where/How\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The habitat where the fish can be found.\\'}, {\\'column_name\\': \\'Shadow\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size of the shadow the fish casts in the water.\\'}, {\\'column_name\\': \\'Total Catches to Unlock\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Number of catches required to unlock specific rewards.\\'}, {\\'column_name\\': \\'Spawn Rates\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \"Information about the fish\\'s spawn rates.\"}, {\\'column_name\\': \\'Rain/Snow Catch Up\\', \\'column_type\\': \\'boolean\\', \\'values_summary\\': \\'Indicates if the fish can be caught during rain or snow.\\'}, {\\'column_name\\': \\'NH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The main color of the fish.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The secondary color of the fish.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size classification of the fish.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The type of lighting if applicable.\\'}, {\\'column_name\\': \\'Icon Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The icon file name for the fish.\\'}, {\\'column_name\\': \\'Critterpedia Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The critterpedia entry file name for the fish.\\'}, {\\'column_name\\': \\'Furniture Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The furniture file name related to the fish.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The internal ID of the fish.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The unique entry identifier.\\'}]}', validation_criteria=['The summary should capture the purpose of the table.', 'It should include key characteristics such as the name of the fish, selling price, and habitat.', 'It should also mention relevant information such as spawning times and colors.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: fish', result=True, justification='The summary provides an appropriate overview of the purpose of the table, detailing the types of fish, their characteristics, and relevant details such as selling price, habitat, and seasonal availability.'), criteria_results=[CriterionResult(criterion='The summary should capture the purpose of the table.', result=True, justification='The summary clearly outlines that the table contains detailed information on various fish types and their characteristics.'), CriterionResult(criterion='It should include key characteristics such as the name of the fish, selling price, and habitat.', result=True, justification='The summary includes these key characteristics as part of the main content and column descriptions.'), CriterionResult(criterion='It should also mention relevant information such as spawning times and colors.', result=True, justification='The summary mentions the availability of fish in different months, which relates to spawning times, and includes details about their colors.')])), AutoGenResult(result={'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}, question=\"Summarize the following table: floors\\n| | Name | VFX | DIY | Buy | Sell | Color 1 | Color 2 | Miles Price | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | Tag | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------------|:------|:------|:------|-------:|:-----------|:-----------|:--------------|:--------------|:---------------|:----------|:----------------|:----------------|:-------------|:---------------|:-------------|:-------------------------|--------------:|:------------------|\\n| 0 | aqua tile flooring | False | False | 900 | 225 | Light blue | Light blue | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTile01 | 5036 | JmNGqRhEow3PH7bgk |\\n| 1 | arabesque flooring | False | False | 2120 | 530 | Black | Gray | NA | Nook's Cranny | | 1.0.0 | expensive | living room | None | Cloth Floors | For sale | RoomTexFloorArabesque00 | 4953 | 4dabyuetmZD5dDdCH |\\n| 2 | arched-brick flooring | False | False | 1100 | 275 | Brown | Brown | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Arched Brick | For sale | RoomTexFloorArchBrick00 | 4998 | CSPoYJzCnzWjqWrj5 |\\n| 3 | argyle tile flooring | False | False | 1750 | 437 | White | Beige | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTileWood00 | 4994 | BH8PqRSou2XjQ8ppQ |\\n| 4 | artsy parquet flooring | False | False | 1800 | 450 | Beige | Beige | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Simple Parquet | For sale | RoomTexFloorParquetArt00 | 5232 | fbfCzw546bWEF95Aq |\\n| 5 | backyard lawn | False | True | NFS | 600 | Green | Green | NA | Crafting | | 1.0.0 | garden | None | None | Grassland | Not for sale | RoomTexFloorLawn00 | 4979 | kANgKb2s4a6pMSjnd |\\n| 6 | bamboo flooring | False | True | NFS | 2400 | Green | Beige | NA | Crafting | | 1.0.0 | zen-style | None | bamboo | Nature - Green | Not for sale | RoomTexFloorBamboo00 | 4964 | gMeLjZdPobbrt58sT |\\n| 7 | basement flooring | False | True | NFS | 1500 | Gray | Gray | NA | Crafting | | 1.0.0 | horror | facility | None | Stone Floors | Not for sale | RoomTexFloorBasement00 | 4797 | DgaMSqGEyko87dD3H |\\n| 8 | beige desert-tile flooring | False | False | 2100 | 525 | Beige | White | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Morocco | For sale | RoomTexFloorMorocco00 | 4965 | yhH3pNWq8L8j48tHW |\\n| 9 | berry-chocolates flooring | False | False | 3000 | 750 | Pink | Pink | NA | Saharah | | 1.0.0 | fancy | None | None | Chocolate | Not for sale | RoomTexFloorChocolate02 | 5053 | E7Mfi6saTnBEgW6o8 |\", function_response=FunctionResponse(function=, hypothesis='The summary will categorize the types and attributes of flooring in the provided table, identifying their selling points and distinguishing features.', args=[], kwargs={'table_summary': {'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}}, result_data={'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}, result_str=\"{'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}\", validation_criteria=['The summary covers the purpose of the table.', 'The columns in the summary accurately represent those in the table.', 'The values for the columns are summarized correctly.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: floors', result=True, justification='The summary covers the main aspects of the table, including the purpose of the table and details about the flooring options.'), criteria_results=[CriterionResult(criterion='The summary covers the purpose of the table.', result=True, justification='The summary accurately describes the purpose, which is to provide information about different flooring options.'), CriterionResult(criterion='The columns in the summary accurately represent those in the table.', result=True, justification='The summary includes all relevant columns and their types from the original table.'), CriterionResult(criterion='The values for the columns are summarized correctly.', result=True, justification='The values provided in the column summaries faithfully represent the respective categories and purpose in the source data.')])), AutoGenResult(result={'table_name': 'fossils', 'table_summary': 'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of fossil names.'}, {'column_name': 'Buy', 'column_type': 'str', 'values_summary': \"Indicates the buying conditions, all are 'NFS'.\"}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling prices for each fossil.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary colors of the fossils.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary colors of the fossils.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': \"Dimensions of the fossils represented as 'x' size format.\"}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Indicates the source of the fossils.'}, {'column_name': 'Museum', 'column_type': 'str', 'values_summary': 'Museum location associated with the fossils.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Versioning information for the table.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Interaction status of the fossils, all are false.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': \"Availability status of fossils, all indicated as 'Not for sale'.\"}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File references associated with each fossil.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifiers for the fossils.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique entry identifiers for tracking.'}]}, question='Summarize the following table: fossils\\n| | Name | Buy | Sell | Color 1 | Color 2 | Size | Source | Museum | Version | Interact | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------|:------|-------:|:----------|:----------|:-------|:------------------|:---------|:----------|:-----------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | acanthostega | NFS | 2000 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilFirstFourLegs | 4664 | LQkRP3kBn3T2jBboF |\\n| 1 | amber | NFS | 1200 | Yellow | Yellow | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmber | 294 | ANAhATcHWvAGEhRnt |\\n| 2 | ammonite | NFS | 1100 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmmonoidea | 295 | ojNKnr4YRrmPi2gPo |\\n| 3 | ankylo skull | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusA | 169 | QQjxKmQ8Aac9cSoM2 |\\n| 4 | ankylo tail | NFS | 2500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusC | 171 | wLWBm2R727RC3qSL2 |\\n| 5 | ankylo torso | NFS | 3000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusB | 170 | 5QNzf5buPckabN6cR |\\n| 6 | anomalocaris | NFS | 2000 | Black | Gray | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAnomalocaris | 4651 | TYX964LM2tNZ3SYKC |\\n| 7 | archaeopteryx | NFS | 1300 | Beige | Brown | 1x1 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchaeopteryx | 298 | ky9pkmc2fmK9thuFH |\\n| 8 | archelon skull | NFS | 4000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonA | 177 | cYZhXfyNiqZy2hgeM |\\n| 9 | archelon tail | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonB | 178 | CtosFxKjG5nzLGi4t |', function_response=FunctionResponse(function=, hypothesis='If I summarize the fossils table, then I will get an overview of its content and structure.', args=[], kwargs={'table_summary': {'table_name': 'fossils', 'table_summary': 'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of fossil names.'}, {'column_name': 'Buy', 'column_type': 'str', 'values_summary': \"Indicates the buying conditions, all are 'NFS'.\"}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling prices for each fossil.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary colors of the fossils.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary colors of the fossils.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': \"Dimensions of the fossils represented as 'x' size format.\"}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Indicates the source of the fossils.'}, {'column_name': 'Museum', 'column_type': 'str', 'values_summary': 'Museum location associated with the fossils.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Versioning information for the table.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Interaction status of the fossils, all are false.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': \"Availability status of fossils, all indicated as 'Not for sale'.\"}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File references associated with each fossil.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifiers for the fossils.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique entry identifiers for tracking.'}]}}, result_data={'table_name': 'fossils', 'table_summary': 'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of fossil names.'}, {'column_name': 'Buy', 'column_type': 'str', 'values_summary': \"Indicates the buying conditions, all are 'NFS'.\"}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling prices for each fossil.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary colors of the fossils.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary colors of the fossils.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': \"Dimensions of the fossils represented as 'x' size format.\"}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Indicates the source of the fossils.'}, {'column_name': 'Museum', 'column_type': 'str', 'values_summary': 'Museum location associated with the fossils.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Versioning information for the table.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Interaction status of the fossils, all are false.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': \"Availability status of fossils, all indicated as 'Not for sale'.\"}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File references associated with each fossil.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifiers for the fossils.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique entry identifiers for tracking.'}]}, result_str='{\\'table_name\\': \\'fossils\\', \\'table_summary\\': \\'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).\\', \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'List of fossil names.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Indicates the buying conditions, all are \\'NFS\\'.\"}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling prices for each fossil.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary colors of the fossils.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary colors of the fossils.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Dimensions of the fossils represented as \\'x\\' size format.\"}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Indicates the source of the fossils.\\'}, {\\'column_name\\': \\'Museum\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Museum location associated with the fossils.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Versioning information for the table.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Interaction status of the fossils, all are false.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Availability status of fossils, all indicated as \\'Not for sale\\'.\"}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File references associated with each fossil.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifiers for the fossils.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique entry identifiers for tracking.\\'}]}', validation_criteria=['Summary should be concise and not exceed three sentences', 'Columns should be listed correctly', 'Data types of columns should reflect their respective values']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: fossils', result=True, justification='The summary is concise and provides a clear overview of the fossils table, including a description of its content and the specific columns with their data types and a brief explanation.'), criteria_results=[CriterionResult(criterion='Summary should be concise and not exceed three sentences', result=True, justification='The summary is concise and consists of three sentences that effectively capture the content of the table.'), CriterionResult(criterion='Columns should be listed correctly', result=True, justification='All columns from the provided table are accurately represented in the summary with their respective names.'), CriterionResult(criterion='Data types of columns should reflect their respective values', result=True, justification='The summarized columns indicate the correct data types based on the original table values.')]))]\n", + "[{'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nHypothesis:\\nIf I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\\nParameters:\\nquery: SELECT name FROM sqlite_master WHERE type='table';\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nWhat are the different possible sizes of fish?\\nHypothesis:\\nIf I execute a query to retrieve fish sizes from the database, then I will receive different sizes that fish can have.\\nParameters:\\nquery: SELECT DISTINCT Size FROM fish;\\nResult:\\n| | Size |\\n|---:|:-------|\\n| 0 | 2x2 |\\n| 1 | 1x1 |\\n| 2 | 2x1 |\\n| 3 | 3x2 |\\n'}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n'}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nWhat are the different possible sizes of fish?\\nResult:\\n| | Size |\\n|---:|:-------|\\n| 0 | 2x2 |\\n| 1 | 1x1 |\\n| 2 | 2x1 |\\n| 3 | 3x2 |\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: accessories\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Type | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:----------------------|:------------|:------|:------|-------:|:-----------|:----------|:-------|:--------------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:---------|:------------------------------|:----------------------------|:----------------------|:-------------|:--------------------------|--------------:|:------------------|\\n| 0 | 3D glasses | White | False | 490 | 122 | White | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed0 | 4463 | FNxEraBTeWRiCvtFu |\\n| 1 | 3D glasses | Black | False | 490 | 122 | Black | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed1 | 11020 | mM9SXPCcGPfPJAmtm |\\n| 2 | bandage | Beige | False | 140 | 35 | Beige | White | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Active | outdoorsy; comfy; sporty | AccessoryMouth | False | For sale | AccessoryMouthBandageSkin | 4677 | 2qFT5iPkk8bREvpkj |\\n| 3 | beak | Yellow | False | 490 | 122 | Yellow | Yellow | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Cute | fairy tale; party; theatrical | AccessoryMouthInvisibleNose | False | For sale | AccessoryMouthBeakYellow | 3549 | T5CpsJi4xBSachNL5 |\\n| 4 | birthday shades | Yellow | False | NFS | 620 | Yellow | Red | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday0 | 4510 | S6CiB9ZvzBTMhEnDz |\\n| 5 | birthday shades | Pink | False | NFS | 620 | Pink | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday1 | 11217 | g3MPcmAKM4z5h8KYX |\\n| 6 | birthday shades | Red | False | NFS | 620 | Red | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday2 | 11218 | ojXoAAj8Bs2XgRiWB |\\n| 7 | birthday shades | Blue | False | NFS | 620 | Light blue | Green | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday3 | 11219 | Yr9mRJaZM44554oTS |\\n| 8 | bottom-rimmed glasses | Red | False | 1100 | 275 | Red | Red | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose0 | 4597 | ZHqtvcoqqDpJLf9Pc |\\n| 9 | bottom-rimmed glasses | Purple | False | 1100 | 275 | Purple | Purple | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose1 | 11081 | akRhFD3qeJEPM7WiD |\\nResult:\\n{'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: achievements\\n| | Name | Award Criteria | # | Internal ID | Internal Name | Internal Category | Num of Tiers | Tier 1 | Tier 2 | Tier 3 | Tier 4 | Tier 5 | Reward Tier 1 | Reward Tier 2 | Reward Tier 3 | Reward Tier 4 | Reward Tier 5 | Reward Tier 6 | Sequential | Version | Unique Entry ID |\\n|---:|:------------------------|:---------------------------------------------------------------------|----:|--------------:|:------------------|:--------------------|---------------:|---------:|---------:|---------:|---------:|---------:|----------------:|----------------:|----------------:|----------------:|----------------:|----------------:|:-------------|:----------|:------------------|\\n| 0 | (island name) Miles! | Awarded when Nook Miles program is first unlocked | 1 | 53 | ImmigratetoIsland | Event | 1 | 1 | 0 | 0 | 0 | 0 | 500 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | QvQq6d4qJgCiBkMLX |\\n| 1 | Angling for Perfection! | Number of total fish caught | 2 | 0 | CatchFish | Fish | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | wkj9WzycBpxtq6CDG |\\n| 2 | Island Ichthyologist | Number of unique fish caught | 3 | 3 | FillFishList | Fish | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | Ajpkv8wXcZLqM8bMT |\\n| 3 | Island Togetherness | Number of days in which you've talked to every one of your villagers | 4 | 68 | GreetAllVillager | Communication | 5 | 1 | 10 | 20 | 30 | 50 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | syoxyxWL7ymwpKpGN |\\n| 4 | You've Got the Bug | Number of total bugs caught | 5 | 1 | CatchInsect | Insect | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | weJ4f9MDdBuzLBrBM |\\n| 5 | Bugs Don't Bug Me | Number of unique bugs caught | 6 | 4 | FillInsectList | Insect | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | ttRSm74XC4MzSHgnX |\\n| 6 | Have a Nice DIY! | Number of DIY recipes collected | 7 | 55 | FillRecipeList | DIY | 5 | 10 | 50 | 100 | 150 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | fsanquagmfwNCY8wW |\\n| 7 | DIY Tools | Number of tools you've crafted | 8 | 72 | DIYTool | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | 6k5CnRgbm55m93jMT |\\n| 8 | DIY Furniture | Number of furniture pieces you've crafted | 9 | 73 | DIYFurniture | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | TprrYjwsCvZbDdcvK |\\n| 9 | Furniture Freshener | Number of times you've customized furniture at a workbench | 10 | 14 | RemakeFurniture | DIY | 5 | 5 | 20 | 50 | 100 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | viHJXo8XB8C3h259Q |\\nResult:\\n{'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: art\\n| | Name | Genuine | Category | Buy | Sell | Color 1 | Color 2 | Size | Real Artwork Title | Artist | Museum Description | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | HHA Set | Interact | Tag | Speaker Type | Lighting Type | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:----------|:--------------|------:|-------:|:----------|:----------|:-------|:------------------------------------------|:----------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------|:---------------|:----------|:----------------|:----------------|:-------------|:----------|:-----------|:----------|:--------------------|:----------------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | academic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianMan | 12619 | xfTf9sfyLkxHQEz4u |\\n| 1 | academic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianManFake | 12620 | 5KNFAo3LkdTTJPQkd |\\n| 2 | amazing painting | True | Wall-mounted | 4980 | 1245 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatch | 56 | Sg6MCSG3m9tvjGWoj |\\n| 3 | amazing painting | False | Wall-mounted | 4980 | 0 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatchFake | 55 | vc2Ebu4Pkn443zYiN |\\n| 4 | ancient statue | True | Miscellaneous | 4980 | 1245 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguu | 1337 | zpAsguge9Yb29ksjS |\\n| 5 | ancient statue | False | Miscellaneous | 4980 | 0 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguuFake | 1338 | fXbsrcXirg6miBoqT |\\n| 6 | basic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoy | 14 | Xhn8ZjtbdZeET3NXR |\\n| 7 | basic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoyFake | 13 | o4px7Mx9g2Zk6NHvC |\\n| 8 | beautiful statue | True | Housewares | 4980 | 1245 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMilo | 1341 | iscap6FsmDZdNP5dw |\\n| 9 | beautiful statue | False | Housewares | 4980 | 0 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMiloFake | 1342 | w9vrMbhJNj6JHkznu |\\nResult:\\n{\\'table_name\\': \\'art\\', \\'table_summary\\': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork\\'s aesthetics, historical context, and museum source.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Various names of artworks and sculptures.\\'}, {\\'column_name\\': \\'Genuine\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates whether the artwork is genuine (True) or fake (False).\\'}, {\\'column_name\\': \\'Category\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Categories indicate the type of artwork such as painting or sculpture.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price in currency.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling price or zero if not for sale.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Main color description (if applicable).\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color description (if applicable).\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Dimensions of the artwork.\\'}, {\\'column_name\\': \\'Real Artwork Title\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'The actual title of the artwork.\\'}, {\\'column_name\\': \\'Artist\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Name of the artist associated with the artwork.\\'}, {\\'column_name\\': \\'Museum Description\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'A brief background or description provided by the museum.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Reference to where the artwork is sourced from.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Any notes relevant to the source.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Denotes the version of the artwork in the collection.\\'}, {\\'column_name\\': \\'HHA Concept 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'First concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Concept 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Second concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Series\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Series classification for the artwork.\\'}, {\\'column_name\\': \\'HHA Set\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Set classification of the artwork.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the artwork has an interactive feature.\\'}, {\\'column_name\\': \\'Tag\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Tag designation for the artwork.\\'}, {\\'column_name\\': \\'Speaker Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Describes the type of speaker associated with the artwork.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Type of lighting the artwork features.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog number or identifier.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Filename for the associated image or document.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the artwork.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Global unique identifier for the entry.\\'}]}\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: bags\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------------|:------------|:------|:------|-------:|:-----------|:-----------|:-------|:--------------|:---------|:---------------|:------------------------|:----------|:--------|:------------------------------|:----------------------|:-------------|:---------------------------|--------------:|:------------------|\\n| 0 | acorn pochette | Brown | True | NFS | 2400 | Brown | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderAcorn0 | 7492 | XiC7bNzTBAdb8zWwr |\\n| 1 | basket pack | Green | True | NFS | 2400 | Green | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Simple | outdoorsy; work | False | Not for sale | BagBackpackBasket0 | 7506 | BW764rj9aH3QL6GRH |\\n| 2 | bug cage | Green | False | NFS | 122 | Green | White | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Active | outdoorsy; vacation | False | Not for sale | BagShoulderCage0 | 7479 | nrkEKkL46YsQYcYjp |\\n| 3 | Bunny Day bag | None | True | NFS | 2400 | Colorful | Colorful | 1x1 | NA | Crafting | | All Year | 1.1.0a | Active | fairy tale; party; theatrical | False | Not for sale | BagBackpackEgg0 | 12447 | YGofzAZknSTYWmfWM |\\n| 4 | butterfly backpack | Pink | False | NFS | 210 | Pink | Yellow | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Cute | everyday; formal; party | False | Not for sale | BagBackpackButterfly0 | 7502 | unsmeHZemRaTnq62z |\\n| 5 | canvas backpack | White | False | 1300 | 325 | White | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagBackpackTote0 | 7509 | ZtgYddBwpZfGMjewu |\\n| 6 | cherry-blossom pochette | Pink | True | NFS | 2400 | Pink | Pink | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderCherryblossoms0 | 7490 | wwkZdhj9HzxZiqHys |\\n| 7 | cloth shoulder bag | Blue | False | 1400 | 350 | Light blue | Light blue | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas0 | 7487 | DzoRrArWrKtzn6Xzc |\\n| 8 | cloth shoulder bag | Orange | False | 1400 | 350 | Orange | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas1 | 12013 | dcpCgBwji4QCYAy8k |\\n| 9 | cloth shoulder bag | Ivory | False | 1400 | 350 | White | White | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas2 | 12014 | NfkYKg5NoaWKBEpzN |\\nResult:\\n{'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: bottoms\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------------|:------|------:|-------:|:----------|:-----------|:-------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:--------|:-------------------------|:----------------------|:----------|:-------------------------------|--------------:|:------------------|\\n| 0 | acid-washed jeans | Blue | False | 1320 | 330 | Blue | Blue | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical0 | 5286 | QaecPktemD3XuFdwy |\\n| 1 | acid-washed jeans | Black | False | 1320 | 330 | Black | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical1 | 11385 | a7HNjgRFkCznkDLLH |\\n| 2 | animal-stripes skirt | Tiger | False | 1100 | 275 | Yellow | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe0 | 9842 | qmtHwBmtJDvtNntTs |\\n| 3 | animal-stripes skirt | Zebra | False | 1100 | 275 | Gray | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe1 | 12067 | 4mDRmSG3scfXh3oon |\\n| 4 | apron skirt | Purple | False | 700 | 175 | White | Purple | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron0 | 5710 | MtsvEMQ9Z9damsycd |\\n| 5 | apron skirt | Blue | False | 700 | 175 | White | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron1 | 8921 | cfzi35RpY8onR3hra |\\n| 6 | apron skirt | Beige | False | 700 | 175 | White | Beige | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron2 | 8922 | AmWS5iMbatqDr2eLs |\\n| 7 | athletic pants | Red | False | 880 | 220 | Red | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey0 | 3311 | iL9vd8DerEEJDJQbA |\\n| 8 | athletic pants | Green | False | 880 | 220 | Green | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey1 | 11295 | Ygp8L2zeem8ECZroK |\\n| 9 | athletic pants | Black | False | 880 | 220 | Black | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey2 | 11296 | 8NcTmEpkckocYvTf2 |\\nResult:\\n{'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: construction\\n| | Name | Buy | Category | Source | Filename | Version | Unique Entry ID |\\n|---:|:------------------|-------:|:-----------|:-------------------------------|:------------------------|:----------|:------------------|\\n| 0 | brick bridge | 198000 | Bridge | Resident Services Upgrade | BridgeBricks | 1.0.0 | Rvkrg9tcubTMakcBS |\\n| 1 | iron bridge | 228000 | Bridge | Resident Services Upgrade | BridgeIron | 1.0.0 | RmQ6iiKkFf3Sy4iSQ |\\n| 2 | log bridge | 98000 | Bridge | Resident Services Upgrade | BridgeLog | 1.0.0 | Px55sTfjKSbbMtjAK |\\n| 3 | red zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeRed | 1.0.0 | jTziEHXkeYaugKDQQ |\\n| 4 | stone bridge | 168000 | Bridge | Resident Services Upgrade | BridgeStone | 1.0.0 | JmrwC2tRRCCgbZnrp |\\n| 5 | suspension bridge | 129800 | Bridge | Resident Services Upgrade | BridgeSuspension | 1.0.0 | q52JebMTHDqHJKBba |\\n| 6 | wooden bridge | 168000 | Bridge | Resident Services Upgrade | BridgeWood | 1.0.0 | 7oZ7FMrJEpBLZzsmw |\\n| 7 | zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeJapanese | 1.0.0 | TbKbHzJM8j8ezmAEF |\\n| 8 | basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowAR | 1.0.0 | HrAsZSpm2pRj2u8ad |\\n| 9 | beige basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowGR | 1.0.0 | uF4YeCTGBx4Tawcp8 |\\nResult:\\n{'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: dress_up\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Primary Shape | Secondary Shape | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:------------|:------|------:|-------:|:-----------|:-----------|:-------|:-------------|:--------------------------------------|:------------------------|:------------------|:----------|:--------|:-----------------|:----------------------|:----------|:----------------|:------------------|:-----------------------------------|--------------:|:------------------|\\n| 0 | academy uniform | Navy blue | False | 2080 | 520 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki0 | 2699 | yfbZu5Nj6wtJSnuDW |\\n| 1 | academy uniform | Gray | False | 2080 | 520 | Gray | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki1 | 9016 | zbKRm5Cv5dyiz3y35 |\\n| 2 | academy uniform | Red | False | 2080 | 520 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki2 | 9017 | 3FSAsaikyEjHkLWcM |\\n| 3 | adventure dress | Blue | False | 2800 | 700 | Light blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | fairy tale | True | For sale | Balloon | H | TopsTexOnepieceBalloonHStrangeBlue | 3686 | AQZFR4Bzob9Phsr9R |\\n| 4 | alpinist dress | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean0 | 3168 | rN77JmGnpSNNeQogP |\\n| 5 | alpinist dress | Blue | False | 2520 | 630 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean1 | 8615 | zkWYtfW3WeDbdSQuy |\\n| 6 | alpinist dress | Red | False | 2520 | 630 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean2 | 8616 | TkEkCuYTjTEu38axs |\\n| 7 | alpinist overalls | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean0 | 4443 | vzaWMkA2s7R6SefHa |\\n| 8 | alpinist overalls | Blue | False | 2520 | 630 | Blue | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean1 | 8631 | onM7CM229PHZyRjPd |\\n| 9 | alpinist overalls | Red | False | 2520 | 630 | Red | Pink | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean2 | 8632 | WWbNFkaxwJMGLSBYj |\\nResult:\\n{\\'table_name\\': \\'dress_up\\', \\'table_summary\\': \"The \\'dress_up\\' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Names of clothing items.\\'}, {\\'column_name\\': \\'Variation\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Different color or style variants of each clothing item.\\'}, {\\'column_name\\': \\'DIY\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item is available as a DIY recipe.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price of the item.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Sell price of the item.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary color of the item.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color of the item.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Size of the clothing item.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Source from where the item can be obtained.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Notes about item availability.\\'}, {\\'column_name\\': \\'Seasonal Availability\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Information on whether the item is available year-round or seasonally.\\'}, {\\'column_name\\': \\'Mannequin Piece\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item can be used as a mannequin piece.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Version information for the item.\\'}, {\\'column_name\\': \\'Style\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Stylistic classification of the clothing.\\'}, {\\'column_name\\': \\'Label Themes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Themes associated with the clothing\\'s labels.\"}, {\\'column_name\\': \\'Villager Equippable\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if villagers can wear the item.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog status of the item.\\'}, {\\'column_name\\': \\'Primary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary form of the clothing item.\\'}, {\\'column_name\\': \\'Secondary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary form of the clothing item.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File name related to the clothing item.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the item.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique identifier for the table entry.\\'}]}\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: fencing\\n| | Name | DIY | Stack Size | Buy | Sell | Source | Source Notes | Version | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------|-------------:|:------|-------:|:---------|:---------------|:----------|:------------------------|--------------:|:------------------|\\n| 0 | bamboo lattice fence | True | 50 | NFS | 960 | Crafting | | 1.0.0 | ItemFenceBamboo | 3403 | XaLnmQsQ47HfHQ9g5 |\\n| 1 | barbed-wire fence | True | 50 | NFS | 1980 | Crafting | | 1.0.0 | ItemFenceBarbedWire | 5213 | dNgibaR9jFqaDwuDZ |\\n| 2 | brick fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceWallRenga | 3080 | WAzanA7e5MREzJdMh |\\n| 3 | Bunny Day fence | True | 50 | NFS | 2400 | Crafting | | 1.1.0a | ItemFenceEgg | 12630 | CLQGhAfSNykpxrh3a |\\n| 4 | corral fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceHorizontalWood | 4349 | rqwqYy7Aphvh5zBSA |\\n| 5 | country fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceLog | 4350 | twwkbWJ8YsoJEy3j8 |\\n| 6 | hedge | True | 50 | NFS | 55 | Crafting | | 1.2.0 | ItemFenceIkegaki | 12758 | TphLYSh2MdogHdheg |\\n| 7 | imperial fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceChinese | 4354 | fHqt7TXfbhfKnPbwG |\\n| 8 | iron fence | True | 50 | NFS | 4500 | Crafting | | 1.0.0 | ItemFenceSteel | 4357 | RL5hL24NbwzE7zv3R |\\n| 9 | iron-and-stone fence | True | 50 | NFS | 3150 | Crafting | | 1.0.0 | ItemFenceIronAndStone | 5206 | kjSa4R6JQz2DtWQ2C |\\nResult:\\n{'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: fish\\n| | # | Name | Sell | Where/How | Shadow | Total Catches to Unlock | Spawn Rates | Rain/Snow Catch Up | NH Jan | NH Feb | NH Mar | NH Apr | NH May | NH Jun | NH Jul | NH Aug | NH Sep | NH Oct | NH Nov | NH Dec | SH Jan | SH Feb | SH Mar | SH Apr | SH May | SH Jun | SH Jul | SH Aug | SH Sep | SH Oct | SH Nov | SH Dec | Color 1 | Color 2 | Size | Lighting Type | Icon Filename | Critterpedia Filename | Furniture Filename | Internal ID | Unique Entry ID |\\n|---:|----:|:----------------|-------:|:------------|:---------|--------------------------:|:--------------|:---------------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:-----------|:----------|:-------|:----------------|:----------------|:------------------------|:---------------------|--------------:|:------------------|\\n| 0 | 56 | anchovy | 200 | Sea | Small | 0 | 2–5 | False | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | Blue | Red | 1x1 | No lighting | Fish81 | FishAntyobi | FtrFishAntyobi | 4201 | LzuWkSQP55uEpRCP5 |\\n| 1 | 36 | angelfish | 3000 | River | Small | 20 | 2–5 | False | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | Yellow | Black | 1x1 | Fluorescent | Fish30 | FishAngelfish | FtrFishAngelfish | 2247 | XTCFCk2SiuY5YXLZ7 |\\n| 2 | 44 | arapaima | 10000 | River | XX-Large | 50 | 1 | True | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Black | Blue | 3x2 | No lighting | Fish36 | FishPiraruku | FtrFishPiraruku | 2253 | mZy4BES54bqwi97br |\\n| 3 | 41 | arowana | 10000 | River | Large | 50 | 1–2 | False | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Yellow | Black | 2x1 | Fluorescent | Fish33 | FishArowana | FtrFishArowana | 2250 | F68AvCaqddBJL7ZSN |\\n| 4 | 58 | barred knifejaw | 5000 | Sea | Medium | 20 | 3–5 | False | NA | NA | All day | All day | All day | All day | All day | All day | All day | All day | All day | NA | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | All day | White | Black | 1x1 | Fluorescent | Fish47 | FishIshidai | FtrFishIshidai | 2265 | X3R9SFSAaDzBF4fE3 |\\n| 5 | 79 | barreleye | 15000 | Sea | Small | 100 | 1 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | Black | Black | 1x1 | Fluorescent | Fish84 | FishDemenigisu | FtrFishDemenigisu | 4204 | BpqTa4zmTjv3Nm4wE |\\n| 6 | 37 | betta | 2500 | River | Small | 20 | 1–4 | False | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | Light blue | Black | 1x1 | Fluorescent | Fish77 | FishBeta | FtrFishBeta | 4191 | 7QcQXzwZoNGiNA94k |\\n| 7 | 1 | bitterling | 900 | River | X-Small | 0 | 12–17 | False | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | All day | All day | All day | All day | All day | NA | NA | NA | Light blue | Blue | 1x1 | No lighting | Fish0 | FishTanago | FtrFishTanago | 2215 | Drj6eLRBgg4T9KhNx |\\n| 8 | 22 | black bass | 400 | River | Large | 0 | 4–12 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Green | Black | 1x1 | Fluorescent | Fish19 | FishBlackbass | FtrFishBlackbass | 2234 | wAZvfTca7GyaTtLcQ |\\n| 9 | 54 | blowfish | 5000 | Sea | Medium | 20 | 5 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | Beige | Black | 1x1 | Fluorescent | Fish73 | FishFugu | FtrFishFugu | 2262 | aDsmTcByApycafxTa |\\nResult:\\n{\\'table_name\\': \\'fish\\', \\'table_summary\\': \\'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.\\', \\'columns\\': [{\\'column_name\\': \\'#\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Entry number of the fish.\\'}, {\\'column_name\\': \\'Name\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The common name of the fish.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The selling price of the fish in the game.\\'}, {\\'column_name\\': \\'Where/How\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The habitat where the fish can be found.\\'}, {\\'column_name\\': \\'Shadow\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size of the shadow the fish casts in the water.\\'}, {\\'column_name\\': \\'Total Catches to Unlock\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Number of catches required to unlock specific rewards.\\'}, {\\'column_name\\': \\'Spawn Rates\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \"Information about the fish\\'s spawn rates.\"}, {\\'column_name\\': \\'Rain/Snow Catch Up\\', \\'column_type\\': \\'boolean\\', \\'values_summary\\': \\'Indicates if the fish can be caught during rain or snow.\\'}, {\\'column_name\\': \\'NH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The main color of the fish.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The secondary color of the fish.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size classification of the fish.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The type of lighting if applicable.\\'}, {\\'column_name\\': \\'Icon Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The icon file name for the fish.\\'}, {\\'column_name\\': \\'Critterpedia Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The critterpedia entry file name for the fish.\\'}, {\\'column_name\\': \\'Furniture Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The furniture file name related to the fish.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The internal ID of the fish.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The unique entry identifier.\\'}]}\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: floors\\n| | Name | VFX | DIY | Buy | Sell | Color 1 | Color 2 | Miles Price | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | Tag | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------------|:------|:------|:------|-------:|:-----------|:-----------|:--------------|:--------------|:---------------|:----------|:----------------|:----------------|:-------------|:---------------|:-------------|:-------------------------|--------------:|:------------------|\\n| 0 | aqua tile flooring | False | False | 900 | 225 | Light blue | Light blue | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTile01 | 5036 | JmNGqRhEow3PH7bgk |\\n| 1 | arabesque flooring | False | False | 2120 | 530 | Black | Gray | NA | Nook's Cranny | | 1.0.0 | expensive | living room | None | Cloth Floors | For sale | RoomTexFloorArabesque00 | 4953 | 4dabyuetmZD5dDdCH |\\n| 2 | arched-brick flooring | False | False | 1100 | 275 | Brown | Brown | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Arched Brick | For sale | RoomTexFloorArchBrick00 | 4998 | CSPoYJzCnzWjqWrj5 |\\n| 3 | argyle tile flooring | False | False | 1750 | 437 | White | Beige | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTileWood00 | 4994 | BH8PqRSou2XjQ8ppQ |\\n| 4 | artsy parquet flooring | False | False | 1800 | 450 | Beige | Beige | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Simple Parquet | For sale | RoomTexFloorParquetArt00 | 5232 | fbfCzw546bWEF95Aq |\\n| 5 | backyard lawn | False | True | NFS | 600 | Green | Green | NA | Crafting | | 1.0.0 | garden | None | None | Grassland | Not for sale | RoomTexFloorLawn00 | 4979 | kANgKb2s4a6pMSjnd |\\n| 6 | bamboo flooring | False | True | NFS | 2400 | Green | Beige | NA | Crafting | | 1.0.0 | zen-style | None | bamboo | Nature - Green | Not for sale | RoomTexFloorBamboo00 | 4964 | gMeLjZdPobbrt58sT |\\n| 7 | basement flooring | False | True | NFS | 1500 | Gray | Gray | NA | Crafting | | 1.0.0 | horror | facility | None | Stone Floors | Not for sale | RoomTexFloorBasement00 | 4797 | DgaMSqGEyko87dD3H |\\n| 8 | beige desert-tile flooring | False | False | 2100 | 525 | Beige | White | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Morocco | For sale | RoomTexFloorMorocco00 | 4965 | yhH3pNWq8L8j48tHW |\\n| 9 | berry-chocolates flooring | False | False | 3000 | 750 | Pink | Pink | NA | Saharah | | 1.0.0 | fancy | None | None | Chocolate | Not for sale | RoomTexFloorChocolate02 | 5053 | E7Mfi6saTnBEgW6o8 |\\nResult:\\n{'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: fossils\\n| | Name | Buy | Sell | Color 1 | Color 2 | Size | Source | Museum | Version | Interact | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------|:------|-------:|:----------|:----------|:-------|:------------------|:---------|:----------|:-----------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | acanthostega | NFS | 2000 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilFirstFourLegs | 4664 | LQkRP3kBn3T2jBboF |\\n| 1 | amber | NFS | 1200 | Yellow | Yellow | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmber | 294 | ANAhATcHWvAGEhRnt |\\n| 2 | ammonite | NFS | 1100 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmmonoidea | 295 | ojNKnr4YRrmPi2gPo |\\n| 3 | ankylo skull | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusA | 169 | QQjxKmQ8Aac9cSoM2 |\\n| 4 | ankylo tail | NFS | 2500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusC | 171 | wLWBm2R727RC3qSL2 |\\n| 5 | ankylo torso | NFS | 3000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusB | 170 | 5QNzf5buPckabN6cR |\\n| 6 | anomalocaris | NFS | 2000 | Black | Gray | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAnomalocaris | 4651 | TYX964LM2tNZ3SYKC |\\n| 7 | archaeopteryx | NFS | 1300 | Beige | Brown | 1x1 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchaeopteryx | 298 | ky9pkmc2fmK9thuFH |\\n| 8 | archelon skull | NFS | 4000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonA | 177 | cYZhXfyNiqZy2hgeM |\\n| 9 | archelon tail | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonB | 178 | CtosFxKjG5nzLGi4t |\\nResult:\\n{\\'table_name\\': \\'fossils\\', \\'table_summary\\': \\'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).\\', \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'List of fossil names.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Indicates the buying conditions, all are \\'NFS\\'.\"}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling prices for each fossil.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary colors of the fossils.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary colors of the fossils.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Dimensions of the fossils represented as \\'x\\' size format.\"}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Indicates the source of the fossils.\\'}, {\\'column_name\\': \\'Museum\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Museum location associated with the fossils.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Versioning information for the table.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Interaction status of the fossils, all are false.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Availability status of fossils, all indicated as \\'Not for sale\\'.\"}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File references associated with each fossil.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifiers for the fossils.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique entry identifiers for tracking.\\'}]}\\n'}]\n", + "Prepared group chat with 16 messages, the last speaker is \u001b[33mchat_manager\u001b[0m\n", + "\u001b[33mchat_manager\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: Get me all fish\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_lJ87q3pB2y6jQn0icAgeTrwJ): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I execute a query to retrieve all fish from the database, then I will receive a list of all fish types with their respective attributes.\",\"validation_criteria\":[\"The result must contain multiple rows, each representing a different fish type.\",\"Each row should include attributes such as name, sell price, habitat, and availability.\",\"There should be specific formatting for the return to ensure readability.\"],\"query\":\"SELECT * FROM fish;\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_lJ87q3pB2y6jQn0icAgeTrwJ\n", + "Input arguments: {'hypothesis': 'If I execute a query to retrieve all fish from the database, then I will receive a list of all fish types with their respective attributes.', 'validation_criteria': ['The result must contain multiple rows, each representing a different fish type.', 'Each row should include attributes such as name, sell price, habitat, and availability.', 'There should be specific formatting for the return to ensure readability.'], 'query': 'SELECT * FROM fish;', 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_lJ87q3pB2y6jQn0icAgeTrwJ) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I execute a query to retrieve all fish from the database, then I will receive a list of all fish types with their respective attributes.\n", + "Validation Criteria:\n", + "The result must contain multiple rows, each representing a different fish type.\n", + "Each row should include attributes such as name, sell price, habitat, and availability.\n", + "There should be specific formatting for the return to ensure readability.\n", + "Result:\n", + "Truncated Results: Query returned 80 rows. Only 50 rows will be visible. This is not an error\n", + "| | # | Name | Sell | Where/How | Shadow | Total Catches to Unlock | Spawn Rates | Rain/Snow Catch Up | NH Jan | NH Feb | NH Mar | NH Apr | NH May | NH Jun | NH Jul | NH Aug | NH Sep | NH Oct | NH Nov | NH Dec | SH Jan | SH Feb | SH Mar | SH Apr | SH May | SH Jun | SH Jul | SH Aug | SH Sep | SH Oct | SH Nov | SH Dec | Color 1 | Color 2 | Size | Lighting Type | Icon Filename | Critterpedia Filename | Furniture Filename | Internal ID | Unique Entry ID |\n", + "|---:|----:|:------------------|-------:|:-----------------|:------------|--------------------------:|:--------------|:---------------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:-----------|:-----------|:-------|:----------------|:----------------|:------------------------|:---------------------|--------------:|:------------------|\n", + "| 0 | 56 | anchovy | 200 | Sea | Small | 0 | 2–5 | False | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | Blue | Red | 1x1 | No lighting | Fish81 | FishAntyobi | FtrFishAntyobi | 4201 | LzuWkSQP55uEpRCP5 |\n", + "| 1 | 36 | angelfish | 3000 | River | Small | 20 | 2–5 | False | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | Yellow | Black | 1x1 | Fluorescent | Fish30 | FishAngelfish | FtrFishAngelfish | 2247 | XTCFCk2SiuY5YXLZ7 |\n", + "| 2 | 44 | arapaima | 10000 | River | XX-Large | 50 | 1 | True | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | Black | Blue | 3x2 | No lighting | Fish36 | FishPiraruku | FtrFishPiraruku | 2253 | mZy4BES54bqwi97br |\n", + "| 3 | 41 | arowana | 10000 | River | Large | 50 | 1–2 | False | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | Yellow | Black | 2x1 | Fluorescent | Fish33 | FishArowana | FtrFishArowana | 2250 | F68AvCaqddBJL7ZSN |\n", + "| 4 | 58 | barred knifejaw | 5000 | Sea | Medium | 20 | 3–5 | False | NA | NA | All day | All day | All day | All day | All day | All day | All day | All day | All day | NA | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | All day | White | Black | 1x1 | Fluorescent | Fish47 | FishIshidai | FtrFishIshidai | 2265 | X3R9SFSAaDzBF4fE3 |\n", + "| 5 | 79 | barreleye | 15000 | Sea | Small | 100 | 1 | False | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | Black | Black | 1x1 | Fluorescent | Fish84 | FishDemenigisu | FtrFishDemenigisu | 4204 | BpqTa4zmTjv3Nm4wE |\n", + "| 6 | 37 | betta | 2500 | River | Small | 20 | 1–4 | False | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | Light blue | Black | 1x1 | Fluorescent | Fish77 | FishBeta | FtrFishBeta | 4191 | 7QcQXzwZoNGiNA94k |\n", + "| 7 | 1 | bitterling | 900 | River | X-Small | 0 | 12–17 | False | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | All day | All day | All day | All day | All day | NA | NA | NA | Light blue | Blue | 1x1 | No lighting | Fish0 | FishTanago | FtrFishTanago | 2215 | Drj6eLRBgg4T9KhNx |\n", + "| 8 | 22 | black bass | 400 | River | Large | 0 | 4–12 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Green | Black | 1x1 | Fluorescent | Fish19 | FishBlackbass | FtrFishBlackbass | 2234 | wAZvfTca7GyaTtLcQ |\n", + "| 9 | 54 | blowfish | 5000 | Sea | Medium | 20 | 5 | False | 9 PM – 4 AM | 9 PM – 4 AM | NA | NA | NA | NA | NA | NA | NA | NA | 9 PM – 4 AM | 9 PM – 4 AM | NA | NA | NA | NA | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | NA | NA | NA | NA | Beige | Black | 1x1 | Fluorescent | Fish73 | FishFugu | FtrFishFugu | 2262 | aDsmTcByApycafxTa |\n", + "| 10 | 67 | blue marlin | 10000 | Pier | XX-Large | 50 | 1–2 | True | All day | All day | All day | All day | NA | NA | All day | All day | All day | NA | All day | All day | All day | All day | All day | NA | All day | All day | All day | All day | All day | All day | NA | NA | Blue | Black | 2x1 | Fluorescent | Fish58 | FishKajiki | FtrFishKajiki | 2275 | jhtsYRHydAcZnd6bJ |\n", + "| 11 | 20 | bluegill | 180 | River | Small | 0 | 6–10 | False | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | Blue | Black | 1x1 | No lighting | Fish17 | FishBlueguill | FtrFishBlueguill | 2232 | 8ygccYFCrWf4hwYGR |\n", + "| 12 | 51 | butterfly fish | 1000 | Sea | Small | 0 | 4–5 | False | NA | NA | NA | All day | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | NA | NA | NA | NA | NA | NA | All day | All day | All day | Yellow | Black | 1x1 | Fluorescent | Fish42 | FishChouchouuo | FtrFishChouchouuo | 2259 | S4rkio2M3WB5cyy8Y |\n", + "| 13 | 5 | carp | 300 | Pond | Large | 0 | 3–9 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Gray | Black | 1x1 | Fluorescent | Fish5 | FishKoi | FtrFishKoi | 2219 | 4DwwvGDwPQvZTn9Fb |\n", + "| 14 | 18 | catfish | 800 | Pond | Large | 0 | 6–8 | False | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | Black | Black | 1x1 | Fluorescent | Fish14 | FishNamazu | FtrFishNamazu | 2229 | nbPtvwf7HCQxA9Nc4 |\n", + "| 15 | 28 | char | 3800 | River (clifftop) | Medium | 20 | 1–4 | False | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | All day | All day | All day | NA | NA | NA | All day | All day | All day | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | Brown | Black | 1x1 | Fluorescent | Fish24 | FishOoiwana | FtrFishOoiwana | 2239 | ahbnwCqp3EZXa96KC |\n", + "| 16 | 27 | cherry salmon | 1000 | River (clifftop) | Medium | 0 | 3–9 | False | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | All day | All day | All day | NA | NA | NA | All day | All day | All day | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | Brown | Black | 1x1 | Fluorescent | Fish23 | FishYamame | FtrFishYamame | 2238 | sJyBbeLbpzn7LyzFr |\n", + "| 17 | 49 | clown fish | 650 | Sea | X-Small | 0 | 5–6 | False | NA | NA | NA | All day | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | NA | NA | NA | NA | NA | NA | All day | All day | All day | Orange | Black | 1x1 | Fluorescent | Fish40 | FishKumanomi | FtrFishKumanomi | 2257 | L9qxZaMoBhwxvpMyh |\n", + "| 18 | 80 | coelacanth | 15000 | Sea (rainy days) | XX-Large | 100 | 1–2 | True | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Black | Black | 2x1 | Fluorescent | Fish63 | FishSirakansu | FtrFishSirakansu | 2284 | NjMZQ6Xi9NswEXnHH |\n", + "| 19 | 11 | crawfish | 200 | Pond | Small | 0 | 4–12 | False | NA | NA | NA | All day | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | NA | NA | NA | NA | NA | NA | All day | All day | All day | Red | Black | 1x1 | Fluorescent | Fish10 | FishZarigani | FtrFishZarigani | 2223 | W7TrwpycmfgniZipi |\n", + "| 20 | 3 | crucian carp | 160 | River | Small | 0 | 4–12 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Brown | Black | 1x1 | Fluorescent | Fish2 | FishFuna | FtrFishFuna | 328 | Pdw7vmJz9PRM4ggbf |\n", + "| 21 | 61 | dab | 300 | Sea | Medium | 0 | 11–14 | False | All day | All day | All day | All day | NA | NA | NA | NA | NA | All day | All day | All day | NA | NA | NA | All day | All day | All day | All day | All day | All day | All day | NA | NA | Brown | Black | 1x1 | Fluorescent | Fish50 | FishKarei | FtrFishKarei | 2268 | noA2Kfp8TaFgaLs5n |\n", + "| 22 | 4 | dace | 240 | River | Medium | 0 | 3–10 | False | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | Brown | Black | 1x1 | Fluorescent | Fish3 | FishUgui | FtrFishUgui | 2217 | dWmXFdnjByWT5nEok |\n", + "| 23 | 42 | dorado | 15000 | River | X-Large | 100 | 1–2 | False | NA | NA | NA | NA | NA | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | NA | NA | NA | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | NA | NA | NA | NA | NA | NA | NA | NA | 4 AM – 9 PM | Yellow | Black | 2x1 | Fluorescent | Fish34 | FishDolado | FtrFishDolado | 2251 | G7ZwD67cRMHBwTSKH |\n", + "| 24 | 77 | football fish | 2500 | Sea | Large | 20 | 6 | False | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | Black | Black | 2x1 | Emission | Fish56 | FishChouchinankou | FtrFishChouchinankou | 2273 | vQHfve6DygtcYqwdi |\n", + "| 25 | 16 | freshwater goby | 400 | River | Small | 0 | 2–5 | False | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | Brown | Black | 1x1 | Fluorescent | Fish12 | FishDonko | FtrFishDonko | 2227 | SfXYNdtaid6hdQhvZ |\n", + "| 26 | 15 | frog | 120 | Pond | Small | 0 | 7–9 | False | NA | NA | NA | NA | All day | All day | All day | All day | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | NA | NA | NA | NA | All day | All day | Green | Black | 1x1 | Fluorescent | Fish11 | FishKaeru | FtrFishKaeru | 2226 | LcQLs85qPPdLajLje |\n", + "| 27 | 43 | gar | 6000 | Pond | X-Large | 50 | 1–2 | False | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | Brown | Black | 2x1 | Fluorescent | Fish35 | FishGa | FtrFishGa | 2252 | x5yAYQgMJW9Kf7WyM |\n", + "| 28 | 19 | giant snakehead | 5500 | Pond | Large | 50 | 2 | False | NA | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | NA | NA | NA | NA | NA | NA | NA | 9 AM – 4 PM | Black | Black | 2x1 | Fluorescent | Fish16 | FishRaigyo | FtrFishRaigyo | 2231 | KyWQRd8W2FePM42wB |\n", + "| 29 | 68 | giant trevally | 4500 | Pier | X-Large | 20 | 1 | False | NA | NA | NA | NA | All day | All day | All day | All day | All day | All day | NA | NA | All day | All day | All day | All day | NA | NA | NA | NA | NA | NA | All day | All day | Black | Black | 2x1 | Fluorescent | Fish70 | FishRouninaji | FtrFishGT | 2276 | 53qtm8cMH4RfqJiAH |\n", + "| 30 | 29 | golden trout | 15000 | River (clifftop) | Medium | 100 | 1 | False | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | Brown | Black | 1x1 | Fluorescent | Fish79 | FishGoldenTorauto | FtrFishGoldenTorauto | 4193 | wwGzR7FzWNJ7cDz9X |\n", + "| 31 | 7 | goldfish | 1300 | Pond | X-Small | 0 | 1–4 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Red | Light blue | 1x1 | No lighting | Fish7 | FishKingyo | FtrFishKingyo | 329 | 5NwmwhEQxBNZCPiBR |\n", + "| 32 | 74 | great white shark | 15000 | Sea | Large w/Fin | 50 | 2 | True | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | Blue | Blue | 3x2 | No lighting | Fish62 | FishSame | FtrFishSame | 2280 | EPypAeJGuTDGFJRnx |\n", + "| 33 | 34 | guppy | 1300 | River | X-Small | 0 | 2–3 | False | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | Blue | Black | 1x1 | Fluorescent | Fish29 | FishGuppi | FtrFishGuppi | 2245 | WtdZnARNxnWRobej2 |\n", + "| 34 | 73 | hammerhead shark | 8000 | Sea | Large w/Fin | 20 | 1 | True | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | Black | Black | 2x1 | Fluorescent | Fish61 | FishShumokuzame | FtrFishShumokuzame | 2279 | guHT5g6H7tJEyqYzf |\n", + "| 35 | 57 | horse mackerel | 150 | Sea | Small | 0 | 14–21 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Blue | Black | 1x1 | Fluorescent | Fish46 | FishAji | FtrFishAji | 2264 | L24RYPaEcm9ZXkTui |\n", + "| 36 | 10 | killifish | 300 | Pond | X-Small | 0 | 3–4 | False | NA | NA | NA | All day | All day | All day | All day | All day | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | NA | NA | NA | All day | All day | All day | Yellow | Black | 1x1 | Fluorescent | Fish9 | FishMedaka | FtrFishMedaka | 2222 | ZR9dsEApEXCjtXu3k |\n", + "| 37 | 32 | king salmon | 1800 | River (mouth) | X-Large | 20 | 5 | False | NA | NA | NA | NA | NA | NA | NA | NA | All day | NA | NA | NA | NA | NA | All day | NA | NA | NA | NA | NA | NA | NA | NA | NA | Gray | Black | 2x1 | Fluorescent | Fish28 | FishKingsalmon | FtrFishKingsalmon | 2243 | Pf5cXKo8pzdB45rAA |\n", + "| 38 | 6 | koi | 4000 | Pond | Large | 20 | 1–4 | False | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | Red | White | 1x1 | Fluorescent | Fish6 | FishNishikigoi | FtrFishNishikigoi | 2220 | kNwjLeqjg8bFevfiG |\n", + "| 39 | 17 | loach | 400 | River | Small | 0 | 12–16 | False | NA | NA | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | All day | All day | All day | NA | Brown | Blue | 1x1 | No lighting | Fish13 | FishDojou | FtrFishDojou | 2228 | 95yBKrQ4tdyWj4H25 |\n", + "| 40 | 69 | mahi-mahi | 6000 | Pier | X-Large | 50 | 1 | True | NA | NA | NA | NA | All day | All day | All day | All day | All day | All day | NA | NA | All day | All day | All day | All day | NA | NA | NA | NA | NA | NA | All day | All day | Yellow | Black | 2x1 | Fluorescent | Fish82 | FishShiira | FtrFishShiira | 4202 | D7gY39QDo8BBNs2Ne |\n", + "| 41 | 33 | mitten crab | 2000 | River | Small | 20 | 3–5 | False | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | Black | Blue | 1x1 | No lighting | Fish66 | FishSyanhaigani | FtrFishShanghai | 2244 | s2jqSYbMWBX6qCLDm |\n", + "| 42 | 64 | moray eel | 2000 | Sea | Long | 20 | 2 | False | NA | NA | NA | NA | NA | NA | NA | All day | All day | All day | NA | NA | NA | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | NA | Brown | Black | 2x1 | Fluorescent | Fish55 | FishUtsubo | FtrFishUtsubo | 2271 | 4nLynLTMRtoqcCfh4 |\n", + "| 43 | 52 | Napoleonfish | 10000 | Sea | XX-Large | 50 | 1 | True | NA | NA | NA | NA | NA | NA | 4 AM – 9 PM | 4 AM – 9 PM | NA | NA | NA | NA | 4 AM – 9 PM | 4 AM – 9 PM | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | Light blue | Black | 2x1 | Fluorescent | Fish43 | FishNaporeonfish | FtrFishNaporeonfish | 2260 | dm4THC3AYR6CZ8bvJ |\n", + "| 44 | 38 | neon tetra | 500 | River | X-Small | 0 | 2–3 | False | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | Light blue | Black | 1x1 | Fluorescent | Fish31 | FishNeontetora | FtrFishNeontetora | 2248 | aEyRb96wcz9m8yjFN |\n", + "| 45 | 35 | nibble fish | 1500 | River | X-Small | 20 | 2 | False | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | NA | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | Brown | Blue | 1x1 | No lighting | Fish67 | FishDokutaafish | FtrFishDoctor | 2246 | pkPKYsMiXsTWNz4L4 |\n", + "| 46 | 78 | oarfish | 9000 | Sea | XX-Large | 50 | 1 | True | All day | All day | All day | All day | All day | NA | NA | NA | NA | NA | NA | All day | NA | NA | NA | NA | NA | All day | All day | All day | All day | All day | All day | NA | Red | Blue | 3x2 | No lighting | Fish69 | FishRyuuguunotukai | FtrFishRyugu | 2283 | qgvEPGk759xaBqwXP |\n", + "| 47 | 70 | ocean sunfish | 4000 | Sea | Large w/Fin | 20 | 1 | True | NA | NA | NA | NA | NA | NA | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | NA | NA | NA | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | NA | NA | NA | NA | NA | NA | NA | NA | NA | Blue | Orange | 2x2 | No lighting | Fish60 | FishManbou | FtrFishManbou | 2278 | 6BwK6LHbjFAKzgE82 |\n", + "| 48 | 62 | olive flounder | 800 | Sea | X-Large | 0 | 4–6 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Beige | Black | 2x1 | Fluorescent | Fish51 | FishHirame | FtrFishHirame | 2269 | TXSteKMHuQ9ZfqPXm |\n", + "| 49 | 2 | pale chub | 200 | River | X-Small | 0 | 6–9 | False | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | Blue | Blue | 1x1 | No lighting | Fish1 | FishOikawa | FtrFishOikawa | 2216 | pCn9TLap3rWiLYfnF |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT * FROM fish;\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: Get me all fish\n", + "Result: Passed\n", + "Justification: The result contains multiple rows of different fish types with their respective attributes such as name, selling price, habitat, shadow size, availability, etc.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The result must contain multiple rows, each representing a different fish type.\n", + "Result: Passed\n", + "Justification: The result contains 80 rows of fish data, each representing a different type.\n", + "\n", + "- Criterion: Each row should include attributes such as name, sell price, habitat, and availability.\n", + "Result: Passed\n", + "Justification: Each row includes detailed attributes for the fish including name, selling price, habitat, and monthly availability.\n", + "\n", + "- Criterion: There should be specific formatting for the return to ensure readability.\n", + "Result: Passed\n", + "Justification: The result is formatted in a table view with clear headers and distinct rows for each fish.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "The return type of the function 'test_function_code' is not annotated. Although annotating it is optional, the function should return either a string, a subclass of 'pydantic.BaseModel'.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[]\n", + "[]\n", + "\u001b[33m_User\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: Generate me a function which picks a random fish from the input fish dataframe input_df, but the choice is decided based on their size.\n", + "The bigger the fish the more common it is based on the multiplier parameter. Return (Name, Size)\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-FunctionGenerator\n", + "\u001b[0m\n", + "\u001b[33mResearcher-FunctionGenerator\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_WuoMo3PM3Zttb7TmcYdks7WJ): test_function_code *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If the fish size is larger, then the probability of being chosen will increase based on the multiplier.\",\"validation_criteria\":[\"The output should be a tuple containing the name and size of a fish.\",\"The larger the fish size, the more likely it is to be selected based on the multiplier.\",\"The function should handle different sizes appropriately and not result in errors.\"],\"function_code\":\"import pandas as pd\\nimport numpy as np\\nimport random\\n\\ndef column_analysis_func(input_df: pd.DataFrame, multiplier: int) -> tuple:\\n # Normalize the sizes according to the multiplier\\n input_df['weighted_size'] = input_df['Size'] * multiplier\\n # Create a list of fish with their weights\\n fish_list = input_df[['Name', 'weighted_size']].values.tolist()\\n # Choose a random fish based on the weighted probabilities\\n selected_fish = random.choices(fish_list, weights=[fish[1] for fish in fish_list])[0]\\n return selected_fish[0], input_df.loc[input_df['Name'] == selected_fish[0], 'Size'].values[0]\"}\n", + "\u001b[32m***********************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION test_function_code...\n", + "Call ID: call_WuoMo3PM3Zttb7TmcYdks7WJ\n", + "Input arguments: {'hypothesis': 'If the fish size is larger, then the probability of being chosen will increase based on the multiplier.', 'validation_criteria': ['The output should be a tuple containing the name and size of a fish.', 'The larger the fish size, the more likely it is to be selected based on the multiplier.', 'The function should handle different sizes appropriately and not result in errors.'], 'function_code': \"import pandas as pd\\nimport numpy as np\\nimport random\\n\\ndef column_analysis_func(input_df: pd.DataFrame, multiplier: int) -> tuple:\\n # Normalize the sizes according to the multiplier\\n input_df['weighted_size'] = input_df['Size'] * multiplier\\n # Create a list of fish with their weights\\n fish_list = input_df[['Name', 'weighted_size']].values.tolist()\\n # Choose a random fish based on the weighted probabilities\\n selected_fish = random.choices(fish_list, weights=[fish[1] for fish in fish_list])[0]\\n return selected_fish[0], input_df.loc[input_df['Name'] == selected_fish[0], 'Size'].values[0]\", 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_WuoMo3PM3Zttb7TmcYdks7WJ) *****\u001b[0m\n", + "ERROR: ERROR: TypeError: can only concatenate str (not \"float\") to str\n", + "['---------------------------------------------------------------------------', 'TypeError Traceback (most recent call last)', 'Cell In[3], line 1\n", + "----> 1 result = column_analysis_func(input_df, multiplier)\n", + " 2 print(\"Function returned:\") \n", + " 3 print(result)\n", + "', \"Cell In[2], line 11, in column_analysis_func(input_df, multiplier)\n", + " 9 fish_list = input_df[['Name', 'weighted_size']].values.tolist()\n", + " 10 # Choose a random fish based on the weighted probabilities\n", + "---> 11 selected_fish = random.choices(fish_list, weights=[fish[1] for fish in fish_list])[0]\n", + " 12 return selected_fish[0], input_df.loc[input_df['Name'] == selected_fish[0], 'Size'].values[0]\n", + "\", \"File /usr/local/lib/python3.9/random.py:500, in Random.choices(self, population, weights, cum_weights, k)\n", + " 498 if len(cum_weights) != n:\n", + " 499 raise ValueError('The number of weights does not match the population')\n", + "--> 500 total = cum_weights[-1] + 0.0 # convert to float\n", + " 501 if total <= 0.0:\n", + " 502 raise ValueError('Total of weights must be greater than zero')\n", + "\", 'TypeError: can only concatenate str (not \"float\") to str']\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-FunctionGenerator\n", + "\u001b[0m\n", + "\u001b[33mResearcher-FunctionGenerator\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_92JcDQjrOHDLAkqs1trlaSMb): test_function_code *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If the fish size is larger, then the probability of being chosen will increase based on the multiplier.\",\"validation_criteria\":[\"The output should be a tuple containing the name and size of a fish.\",\"The larger the fish size, the more likely it is to be selected based on the multiplier.\",\"The function should handle different sizes appropriately and not result in errors.\"],\"function_code\":\"import pandas as pd\\nimport numpy as np\\nimport random\\n\\ndef column_analysis_func(input_df: pd.DataFrame, multiplier: int) -> tuple:\\n # Ensure sizes are numeric\\n input_df['Size'] = pd.to_numeric(input_df['Size'], errors='coerce')\\n # Normalize the sizes according to the multiplier\\n input_df['weighted_size'] = input_df['Size'] * multiplier\\n # Filter out any potential NaN values\\n fish_list = input_df[['Name', 'weighted_size']].dropna().values.tolist()\\n # Choose a random fish based on the weighted probabilities\\n selected_fish = random.choices(fish_list, weights=[fish[1] for fish in fish_list])[0]\\n return selected_fish[0], input_df.loc[input_df['Name'] == selected_fish[0], 'Size'].values[0]\"}\n", + "\u001b[32m***********************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION test_function_code...\n", + "Call ID: call_92JcDQjrOHDLAkqs1trlaSMb\n", + "Input arguments: {'hypothesis': 'If the fish size is larger, then the probability of being chosen will increase based on the multiplier.', 'validation_criteria': ['The output should be a tuple containing the name and size of a fish.', 'The larger the fish size, the more likely it is to be selected based on the multiplier.', 'The function should handle different sizes appropriately and not result in errors.'], 'function_code': \"import pandas as pd\\nimport numpy as np\\nimport random\\n\\ndef column_analysis_func(input_df: pd.DataFrame, multiplier: int) -> tuple:\\n # Ensure sizes are numeric\\n input_df['Size'] = pd.to_numeric(input_df['Size'], errors='coerce')\\n # Normalize the sizes according to the multiplier\\n input_df['weighted_size'] = input_df['Size'] * multiplier\\n # Filter out any potential NaN values\\n fish_list = input_df[['Name', 'weighted_size']].dropna().values.tolist()\\n # Choose a random fish based on the weighted probabilities\\n selected_fish = random.choices(fish_list, weights=[fish[1] for fish in fish_list])[0]\\n return selected_fish[0], input_df.loc[input_df['Name'] == selected_fish[0], 'Size'].values[0]\", 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_92JcDQjrOHDLAkqs1trlaSMb) *****\u001b[0m\n", + "ERROR: ERROR: IndexError: list index out of range\n", + "['---------------------------------------------------------------------------', 'IndexError Traceback (most recent call last)', 'Cell In[3], line 1\n", + "----> 1 result = column_analysis_func(input_df, multiplier)\n", + " 2 print(\"Function returned:\") \n", + " 3 print(result)\n", + "', \"Cell In[2], line 13, in column_analysis_func(input_df, multiplier)\n", + " 11 fish_list = input_df[['Name', 'weighted_size']].dropna().values.tolist()\n", + " 12 # Choose a random fish based on the weighted probabilities\n", + "---> 13 selected_fish = random.choices(fish_list, weights=[fish[1] for fish in fish_list])[0]\n", + " 14 return selected_fish[0], input_df.loc[input_df['Name'] == selected_fish[0], 'Size'].values[0]\n", + "\", \"File /usr/local/lib/python3.9/random.py:500, in Random.choices(self, population, weights, cum_weights, k)\n", + " 498 if len(cum_weights) != n:\n", + " 499 raise ValueError('The number of weights does not match the population')\n", + "--> 500 total = cum_weights[-1] + 0.0 # convert to float\n", + " 501 if total <= 0.0:\n", + " 502 raise ValueError('Total of weights must be greater than zero')\n", + "\", 'IndexError: list index out of range']\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-FunctionGenerator\n", + "\u001b[0m\n", + "\u001b[33mResearcher-FunctionGenerator\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_4XdWOqXM73qcJK3lB62jpGdI): test_function_code *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If the fish size is larger, then the probability of being chosen will increase based on the multiplier.\",\"validation_criteria\":[\"The output should be a tuple containing the name and size of a fish.\",\"The larger the fish size, the more likely it is to be selected based on the multiplier.\",\"The function should handle different sizes appropriately and not result in errors.\"],\"function_code\":\"import pandas as pd\\nimport numpy as np\\nimport random\\n\\ndef column_analysis_func(input_df: pd.DataFrame, multiplier: int) -> tuple:\\n # Ensure sizes are numeric\\n input_df['Size'] = pd.to_numeric(input_df['Size'], errors='coerce')\\n input_df = input_df.dropna(subset=['Size']) # Drop rows with NaN sizes\\n # Normalize the sizes according to the multiplier\\n input_df['weighted_size'] = input_df['Size'] * multiplier\\n # Check if fish_list is not empty\\n if input_df.empty:\\n return ('No Fish', 0)\\n else:\\n fish_list = input_df[['Name', 'weighted_size']].values.tolist()\\n # Choose a random fish based on the weighted probabilities\\n selected_fish = random.choices(fish_list, weights=[fish[1] for fish in fish_list])[0]\\n return selected_fish[0], input_df.loc[input_df['Name'] == selected_fish[0], 'Size'].values[0]\"}\n", + "\u001b[32m***********************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION test_function_code...\n", + "Call ID: call_4XdWOqXM73qcJK3lB62jpGdI\n", + "Input arguments: {'hypothesis': 'If the fish size is larger, then the probability of being chosen will increase based on the multiplier.', 'validation_criteria': ['The output should be a tuple containing the name and size of a fish.', 'The larger the fish size, the more likely it is to be selected based on the multiplier.', 'The function should handle different sizes appropriately and not result in errors.'], 'function_code': \"import pandas as pd\\nimport numpy as np\\nimport random\\n\\ndef column_analysis_func(input_df: pd.DataFrame, multiplier: int) -> tuple:\\n # Ensure sizes are numeric\\n input_df['Size'] = pd.to_numeric(input_df['Size'], errors='coerce')\\n input_df = input_df.dropna(subset=['Size']) # Drop rows with NaN sizes\\n # Normalize the sizes according to the multiplier\\n input_df['weighted_size'] = input_df['Size'] * multiplier\\n # Check if fish_list is not empty\\n if input_df.empty:\\n return ('No Fish', 0)\\n else:\\n fish_list = input_df[['Name', 'weighted_size']].values.tolist()\\n # Choose a random fish based on the weighted probabilities\\n selected_fish = random.choices(fish_list, weights=[fish[1] for fish in fish_list])[0]\\n return selected_fish[0], input_df.loc[input_df['Name'] == selected_fish[0], 'Size'].values[0]\", 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_4XdWOqXM73qcJK3lB62jpGdI) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If the fish size is larger, then the probability of being chosen will increase based on the multiplier.\n", + "Validation Criteria:\n", + "The output should be a tuple containing the name and size of a fish.\n", + "The larger the fish size, the more likely it is to be selected based on the multiplier.\n", + "The function should handle different sizes appropriately and not result in errors.\n", + "Result:\n", + "Function Invocation Result:\n", + "Function returned:\n", + "('No Fish', 0)\n", + "\n", + "\n", + "Parameters:\n", + "\n", + "function_code: import pandas as pd\n", + "import numpy as np\n", + "import random\n", + "\n", + "def column_analysis_func(input_df: pd.DataFrame, multiplier: int) -> tuple:\n", + " # Ensure sizes are numeric\n", + " input_df['Size'] = pd.to_numeric(input_df['Size'], errors='coerce')\n", + " input_df = input_df.dropna(subset=['Size']) # Drop rows with NaN sizes\n", + " # Normalize the sizes according to the multiplier\n", + " input_df['weighted_size'] = input_df['Size'] * multiplier\n", + " # Check if fish_list is not empty\n", + " if input_df.empty:\n", + " return ('No Fish', 0)\n", + " else:\n", + " fish_list = input_df[['Name', 'weighted_size']].values.tolist()\n", + " # Choose a random fish based on the weighted probabilities\n", + " selected_fish = random.choices(fish_list, weights=[fish[1] for fish in fish_list])[0]\n", + " return selected_fish[0], input_df.loc[input_df['Name'] == selected_fish[0], 'Size'].values[0]\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-FunctionGenerator\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-FunctionGenerator\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Failed\n", + "\n", + "Question Response Evaluation:\n", + "Question: Generate me a function which picks a random fish from the input fish dataframe input_df, but the choice is decided based on their size. The bigger the fish the more common it is based on the multiplier parameter. Return (Name, Size)\n", + "Result: Failed\n", + "Justification: The result indicates 'No Fish' and size 0, which suggests that the input DataFrame was empty or without valid fish sizes. This does not demonstrate that the function can successfully pick and return a fish based on size.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The output should be a tuple containing the name and size of a fish.\n", + "Result: Failed\n", + "Justification: The output was ('No Fish', 0), which does not satisfy the criteria since it does not return a valid fish name and size.\n", + "\n", + "- Criterion: The larger the fish size, the more likely it is to be selected based on the multiplier.\n", + "Result: Failed\n", + "Justification: The function did not select a fish due to potentially having no valid entries after size conversion, making it impossible to evaluate the condition.\n", + "\n", + "- Criterion: The function should handle different sizes appropriately and not result in errors.\n", + "Result: Passed\n", + "Justification: The function handled empty data correctly by returning ('No Fish', 0), preventing errors.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-FunctionGenerator\n", + "\u001b[0m\n", + "\u001b[33mResearcher-FunctionGenerator\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_isZCc95V7IqrHTCwjG9mdWAJ): test_function_code *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If the fish size is larger, then the probability of being chosen will increase based on the multiplier.\",\"validation_criteria\":[\"The output should be a tuple containing the name and size of a fish.\",\"The larger the fish size, the more likely it is to be selected based on the multiplier.\",\"The function should handle different sizes appropriately and not result in errors.\"],\"function_code\":\"import pandas as pd\\nimport numpy as np\\nimport random\\n\\ndef column_analysis_func(input_df: pd.DataFrame, multiplier: int) -> tuple:\\n # Ensure sizes are numeric\\n input_df['Size'] = pd.to_numeric(input_df['Size'], errors='coerce')\\n # Drop rows with NaN sizes\\n input_df = input_df.dropna(subset=['Size']) \\n # Check if DataFrame is empty after dropping NaNs\\n if input_df.empty:\\n return ('No Fish', 0)\\n # Normalize the sizes according to the multiplier\\n input_df['weighted_size'] = input_df['Size'] * multiplier\\n fish_list = input_df[['Name', 'weighted_size']].values.tolist()\\n # Choose a random fish based on the weighted probabilities\\n selected_fish = random.choices(fish_list, weights=[fish[1] for fish in fish_list])[0]\\n return selected_fish[0], input_df.loc[input_df['Name'] == selected_fish[0], 'Size'].values[0]\"}\n", + "\u001b[32m***********************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION test_function_code...\n", + "Call ID: call_isZCc95V7IqrHTCwjG9mdWAJ\n", + "Input arguments: {'hypothesis': 'If the fish size is larger, then the probability of being chosen will increase based on the multiplier.', 'validation_criteria': ['The output should be a tuple containing the name and size of a fish.', 'The larger the fish size, the more likely it is to be selected based on the multiplier.', 'The function should handle different sizes appropriately and not result in errors.'], 'function_code': \"import pandas as pd\\nimport numpy as np\\nimport random\\n\\ndef column_analysis_func(input_df: pd.DataFrame, multiplier: int) -> tuple:\\n # Ensure sizes are numeric\\n input_df['Size'] = pd.to_numeric(input_df['Size'], errors='coerce')\\n # Drop rows with NaN sizes\\n input_df = input_df.dropna(subset=['Size']) \\n # Check if DataFrame is empty after dropping NaNs\\n if input_df.empty:\\n return ('No Fish', 0)\\n # Normalize the sizes according to the multiplier\\n input_df['weighted_size'] = input_df['Size'] * multiplier\\n fish_list = input_df[['Name', 'weighted_size']].values.tolist()\\n # Choose a random fish based on the weighted probabilities\\n selected_fish = random.choices(fish_list, weights=[fish[1] for fish in fish_list])[0]\\n return selected_fish[0], input_df.loc[input_df['Name'] == selected_fish[0], 'Size'].values[0]\", 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_isZCc95V7IqrHTCwjG9mdWAJ) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If the fish size is larger, then the probability of being chosen will increase based on the multiplier.\n", + "Validation Criteria:\n", + "The output should be a tuple containing the name and size of a fish.\n", + "The larger the fish size, the more likely it is to be selected based on the multiplier.\n", + "The function should handle different sizes appropriately and not result in errors.\n", + "Result:\n", + "Function Invocation Result:\n", + "Function returned:\n", + "('No Fish', 0)\n", + "\n", + "\n", + "Parameters:\n", + "\n", + "function_code: import pandas as pd\n", + "import numpy as np\n", + "import random\n", + "\n", + "def column_analysis_func(input_df: pd.DataFrame, multiplier: int) -> tuple:\n", + " # Ensure sizes are numeric\n", + " input_df['Size'] = pd.to_numeric(input_df['Size'], errors='coerce')\n", + " # Drop rows with NaN sizes\n", + " input_df = input_df.dropna(subset=['Size']) \n", + " # Check if DataFrame is empty after dropping NaNs\n", + " if input_df.empty:\n", + " return ('No Fish', 0)\n", + " # Normalize the sizes according to the multiplier\n", + " input_df['weighted_size'] = input_df['Size'] * multiplier\n", + " fish_list = input_df[['Name', 'weighted_size']].values.tolist()\n", + " # Choose a random fish based on the weighted probabilities\n", + " selected_fish = random.choices(fish_list, weights=[fish[1] for fish in fish_list])[0]\n", + " return selected_fish[0], input_df.loc[input_df['Name'] == selected_fish[0], 'Size'].values[0]\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-FunctionGenerator\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-FunctionGenerator\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Failed\n", + "\n", + "Question Response Evaluation:\n", + "Question: Generate me a function which picks a random fish from the input fish dataframe input_df, but the choice is decided based on their size. The bigger the fish the more common it is based on the multiplier parameter. Return (Name, Size)\n", + "Result: Failed\n", + "Justification: The output indicates 'No Fish' and size 0; this suggests the input DataFrame was either empty or without valid fish sizes, failing to demonstrate that the function can successfully pick and return a fish based on size.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The output should be a tuple containing the name and size of a fish.\n", + "Result: Failed\n", + "Justification: The output was ('No Fish', 0), which does not satisfy the criteria since it does not return a valid fish name and size.\n", + "\n", + "- Criterion: The larger the fish size, the more likely it is to be selected based on the multiplier.\n", + "Result: Failed\n", + "Justification: The function did not select a fish due to potentially having no valid entries after size conversion, making it impossible to evaluate the condition.\n", + "\n", + "- Criterion: The function should handle different sizes appropriately and not result in errors.\n", + "Result: Passed\n", + "Justification: The function handled empty data correctly by returning ('No Fish', 0), preventing errors.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-FunctionGenerator\n", + "\u001b[0m\n" + ] + }, + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[15], line 16\u001b[0m\n\u001b[1;32m 8\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m LocalJupyterServer() \u001b[38;5;28;01mas\u001b[39;00m server:\n\u001b[1;32m 9\u001b[0m func_generator \u001b[38;5;241m=\u001b[39m KnowledgeCodeGenSwarmAgent(\n\u001b[1;32m 10\u001b[0m name\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFunctionGenerator\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 11\u001b[0m docker_server\u001b[38;5;241m=\u001b[39mserver,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 14\u001b[0m max_rounds\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m50\u001b[39m,\n\u001b[1;32m 15\u001b[0m )\n\u001b[0;32m---> 16\u001b[0m rand_fish_func_res \u001b[38;5;241m=\u001b[39m \u001b[43mfunc_generator\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgenerate_function\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 17\u001b[0m \u001b[38;5;250;43m \u001b[39;49m\u001b[38;5;124;43;03m\"\"\"Generate me a function which picks a random fish from the input fish dataframe input_df, but the choice is decided based on their size.\u001b[39;49;00m\n\u001b[1;32m 18\u001b[0m \u001b[38;5;124;43;03mThe bigger the fish the more common it is based on the multiplier parameter. Return (Name, Size)\"\"\"\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[1;32m 19\u001b[0m \u001b[43m \u001b[49m\u001b[43mfunction_name\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mcolumn_analysis_func\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 20\u001b[0m \u001b[43m \u001b[49m\u001b[43mparams\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m{\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43minput_df\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43m(\u001b[49m\u001b[43mall_fish_df\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpandas\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mDataFrame\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mmultiplier\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m5\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mint\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m}\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 21\u001b[0m \u001b[43m \u001b[49m\u001b[43mreturn_type\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mTuple\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;28;43mstr\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mstr\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 22\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 23\u001b[0m rand_fish_func \u001b[38;5;241m=\u001b[39m rand_fish_func_res\u001b[38;5;241m.\u001b[39mresult\n\u001b[1;32m 25\u001b[0m \u001b[38;5;28mprint\u001b[39m(rand_fish_func(all_fish_df, \u001b[38;5;241m10\u001b[39m))\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/contrib/learning/knowledge_code_gen_swarm_agent.py:74\u001b[0m, in \u001b[0;36mKnowledgeCodeGenSwarmAgent.generate_function\u001b[0;34m(self, question, function_name, params, return_type)\u001b[0m\n\u001b[1;32m 69\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mset_agent_system_message(agent_text)\n\u001b[1;32m 70\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_input_pickle_block, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_invoke_and_print, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_pickle_function_and_output \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_generate_code_blocks(\n\u001b[1;32m 71\u001b[0m function_name, params\n\u001b[1;32m 72\u001b[0m )\n\u001b[0;32m---> 74\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mauto_gen_func\u001b[49m\u001b[43m(\u001b[49m\u001b[43mquestion\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/contrib/learning/knowledge_function_swarm_agent.py:130\u001b[0m, in \u001b[0;36mKnowledgeFunctionSwarmAgent.auto_gen_func\u001b[0;34m(self, question, context_variables)\u001b[0m\n\u001b[1;32m 127\u001b[0m \u001b[38;5;66;03m# Must use findings and also must be run before every invocation\u001b[39;00m\n\u001b[1;32m 128\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_update_prompts(question)\n\u001b[0;32m--> 130\u001b[0m chat_result, final_context_variables, last_active_agent \u001b[38;5;241m=\u001b[39m \u001b[43minitiate_swarm_chat\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 131\u001b[0m \u001b[43m \u001b[49m\u001b[43minitial_agent\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_researcher\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 132\u001b[0m \u001b[43m \u001b[49m\u001b[43magents\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m[\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_researcher\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_result_validator\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_memory\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 133\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;66;43;03m# Trying out passing the memories in as messages\u001b[39;49;00m\n\u001b[1;32m 134\u001b[0m \u001b[43m \u001b[49m\u001b[43mmessages\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_get_messages\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43mf\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mInvoke the function to answer the question.\u001b[39;49m\u001b[38;5;130;43;01m\\n\u001b[39;49;00m\u001b[38;5;124;43mQuestion: \u001b[39;49m\u001b[38;5;132;43;01m{\u001b[39;49;00m\u001b[43mquestion\u001b[49m\u001b[38;5;132;43;01m}\u001b[39;49;00m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 135\u001b[0m \u001b[43m \u001b[49m\u001b[43mmax_rounds\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmax_rounds\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 136\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;66;43;03m# I think this works as a reference everywhere basically\u001b[39;49;00m\n\u001b[1;32m 137\u001b[0m \u001b[43m \u001b[49m\u001b[43mcontext_variables\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcontext_variables\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 138\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 140\u001b[0m auto_gen_result: AutoGenResult \u001b[38;5;241m=\u001b[39m AutoGenResult(\n\u001b[1;32m 141\u001b[0m result\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_pending_function_response\u001b[38;5;241m.\u001b[39mresult_data,\n\u001b[1;32m 142\u001b[0m question\u001b[38;5;241m=\u001b[39mquestion,\n\u001b[1;32m 143\u001b[0m function_response\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_pending_function_response,\n\u001b[1;32m 144\u001b[0m validation_result\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_pending_validation_result,\n\u001b[1;32m 145\u001b[0m )\n\u001b[1;32m 147\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m auto_gen_result\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/contrib/swarm_agent.py:469\u001b[0m, in \u001b[0;36minitiate_swarm_chat\u001b[0;34m(initial_agent, messages, agents, user_agent, max_rounds, context_variables, after_work)\u001b[0m\n\u001b[1;32m 466\u001b[0m last_message \u001b[38;5;241m=\u001b[39m processed_messages[\u001b[38;5;241m0\u001b[39m]\n\u001b[1;32m 467\u001b[0m clear_history \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[0;32m--> 469\u001b[0m chat_result \u001b[38;5;241m=\u001b[39m \u001b[43mlast_agent\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43minitiate_chat\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 470\u001b[0m \u001b[43m \u001b[49m\u001b[43mmanager\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 471\u001b[0m \u001b[43m \u001b[49m\u001b[43mmessage\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mlast_message\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 472\u001b[0m \u001b[43m \u001b[49m\u001b[43mclear_history\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mclear_history\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 473\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 475\u001b[0m _cleanup_temp_user_messages(chat_result)\n\u001b[1;32m 477\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m chat_result, context_variables, manager\u001b[38;5;241m.\u001b[39mlast_speaker\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/conversable_agent.py:1113\u001b[0m, in \u001b[0;36mConversableAgent.initiate_chat\u001b[0;34m(self, recipient, clear_history, silent, cache, max_turns, summary_method, summary_args, message, **kwargs)\u001b[0m\n\u001b[1;32m 1111\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 1112\u001b[0m msg2send \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mgenerate_init_message(message, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m-> 1113\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msend\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmsg2send\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrecipient\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msilent\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msilent\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1114\u001b[0m summary \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_summarize_chat(\n\u001b[1;32m 1115\u001b[0m summary_method,\n\u001b[1;32m 1116\u001b[0m summary_args,\n\u001b[1;32m 1117\u001b[0m recipient,\n\u001b[1;32m 1118\u001b[0m cache\u001b[38;5;241m=\u001b[39mcache,\n\u001b[1;32m 1119\u001b[0m )\n\u001b[1;32m 1120\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m agent \u001b[38;5;129;01min\u001b[39;00m [\u001b[38;5;28mself\u001b[39m, recipient]:\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/conversable_agent.py:805\u001b[0m, in \u001b[0;36mConversableAgent.send\u001b[0;34m(self, message, recipient, request_reply, silent)\u001b[0m\n\u001b[1;32m 803\u001b[0m valid \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_append_oai_message(message, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124massistant\u001b[39m\u001b[38;5;124m\"\u001b[39m, recipient, is_sending\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m 804\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m valid:\n\u001b[0;32m--> 805\u001b[0m \u001b[43mrecipient\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mreceive\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmessage\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrequest_reply\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msilent\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 806\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 807\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 808\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMessage can\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mt be converted into a valid ChatCompletion message. Either content or function_call must be provided.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 809\u001b[0m )\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/conversable_agent.py:913\u001b[0m, in \u001b[0;36mConversableAgent.receive\u001b[0;34m(self, message, sender, request_reply, silent)\u001b[0m\n\u001b[1;32m 911\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m request_reply \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mFalse\u001b[39;00m \u001b[38;5;129;01mor\u001b[39;00m request_reply \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mreply_at_receive[sender] \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mFalse\u001b[39;00m:\n\u001b[1;32m 912\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m\n\u001b[0;32m--> 913\u001b[0m reply \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgenerate_reply\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmessages\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mchat_messages\u001b[49m\u001b[43m[\u001b[49m\u001b[43msender\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msender\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msender\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 914\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m reply \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 915\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msend(reply, sender, silent\u001b[38;5;241m=\u001b[39msilent)\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/conversable_agent.py:2061\u001b[0m, in \u001b[0;36mConversableAgent.generate_reply\u001b[0;34m(self, messages, sender, **kwargs)\u001b[0m\n\u001b[1;32m 2059\u001b[0m \u001b[38;5;28;01mcontinue\u001b[39;00m\n\u001b[1;32m 2060\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_match_trigger(reply_func_tuple[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtrigger\u001b[39m\u001b[38;5;124m\"\u001b[39m], sender):\n\u001b[0;32m-> 2061\u001b[0m final, reply \u001b[38;5;241m=\u001b[39m \u001b[43mreply_func\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmessages\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmessages\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msender\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msender\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mconfig\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mreply_func_tuple\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mconfig\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 2062\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m logging_enabled():\n\u001b[1;32m 2063\u001b[0m log_event(\n\u001b[1;32m 2064\u001b[0m \u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m 2065\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mreply_func_executed\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 2069\u001b[0m reply\u001b[38;5;241m=\u001b[39mreply,\n\u001b[1;32m 2070\u001b[0m )\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/groupchat.py:1178\u001b[0m, in \u001b[0;36mGroupChatManager.run_chat\u001b[0;34m(self, messages, sender, config)\u001b[0m\n\u001b[1;32m 1176\u001b[0m iostream\u001b[38;5;241m.\u001b[39msend(GroupChatRunChatMessage(speaker\u001b[38;5;241m=\u001b[39mspeaker, silent\u001b[38;5;241m=\u001b[39msilent))\n\u001b[1;32m 1177\u001b[0m \u001b[38;5;66;03m# let the speaker speak\u001b[39;00m\n\u001b[0;32m-> 1178\u001b[0m reply \u001b[38;5;241m=\u001b[39m \u001b[43mspeaker\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgenerate_reply\u001b[49m\u001b[43m(\u001b[49m\u001b[43msender\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1179\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyboardInterrupt\u001b[39;00m:\n\u001b[1;32m 1180\u001b[0m \u001b[38;5;66;03m# let the admin agent speak if interrupted\u001b[39;00m\n\u001b[1;32m 1181\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m groupchat\u001b[38;5;241m.\u001b[39madmin_name \u001b[38;5;129;01min\u001b[39;00m groupchat\u001b[38;5;241m.\u001b[39magent_names:\n\u001b[1;32m 1182\u001b[0m \u001b[38;5;66;03m# admin agent is one of the participants\u001b[39;00m\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/conversable_agent.py:2061\u001b[0m, in \u001b[0;36mConversableAgent.generate_reply\u001b[0;34m(self, messages, sender, **kwargs)\u001b[0m\n\u001b[1;32m 2059\u001b[0m \u001b[38;5;28;01mcontinue\u001b[39;00m\n\u001b[1;32m 2060\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_match_trigger(reply_func_tuple[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtrigger\u001b[39m\u001b[38;5;124m\"\u001b[39m], sender):\n\u001b[0;32m-> 2061\u001b[0m final, reply \u001b[38;5;241m=\u001b[39m \u001b[43mreply_func\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmessages\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmessages\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msender\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msender\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mconfig\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mreply_func_tuple\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mconfig\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 2062\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m logging_enabled():\n\u001b[1;32m 2063\u001b[0m log_event(\n\u001b[1;32m 2064\u001b[0m \u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m 2065\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mreply_func_executed\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 2069\u001b[0m reply\u001b[38;5;241m=\u001b[39mreply,\n\u001b[1;32m 2070\u001b[0m )\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/conversable_agent.py:1432\u001b[0m, in \u001b[0;36mConversableAgent.generate_oai_reply\u001b[0;34m(self, messages, sender, config)\u001b[0m\n\u001b[1;32m 1430\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m messages \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 1431\u001b[0m messages \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_oai_messages[sender]\n\u001b[0;32m-> 1432\u001b[0m extracted_response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_generate_oai_reply_from_client\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 1433\u001b[0m \u001b[43m \u001b[49m\u001b[43mclient\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_oai_system_message\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mmessages\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mclient_cache\u001b[49m\n\u001b[1;32m 1434\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1435\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m (\u001b[38;5;28;01mFalse\u001b[39;00m, \u001b[38;5;28;01mNone\u001b[39;00m) \u001b[38;5;28;01mif\u001b[39;00m extracted_response \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m (\u001b[38;5;28;01mTrue\u001b[39;00m, extracted_response)\n", + "File \u001b[0;32m/workspaces/ag2/autogen/agentchat/conversable_agent.py:1451\u001b[0m, in \u001b[0;36mConversableAgent._generate_oai_reply_from_client\u001b[0;34m(self, llm_client, messages, cache)\u001b[0m\n\u001b[1;32m 1448\u001b[0m all_messages\u001b[38;5;241m.\u001b[39mappend(message)\n\u001b[1;32m 1450\u001b[0m \u001b[38;5;66;03m# TODO: #1143 handle token limit exceeded error\u001b[39;00m\n\u001b[0;32m-> 1451\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[43mllm_client\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcreate\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 1452\u001b[0m \u001b[43m \u001b[49m\u001b[43mcontext\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmessages\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m]\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpop\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mcontext\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1453\u001b[0m \u001b[43m \u001b[49m\u001b[43mmessages\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mall_messages\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1454\u001b[0m \u001b[43m \u001b[49m\u001b[43mcache\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcache\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1455\u001b[0m \u001b[43m \u001b[49m\u001b[43magent\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1456\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1457\u001b[0m extracted_response \u001b[38;5;241m=\u001b[39m llm_client\u001b[38;5;241m.\u001b[39mextract_text_or_completion_object(response)[\u001b[38;5;241m0\u001b[39m]\n\u001b[1;32m 1459\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m extracted_response \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n", + "File \u001b[0;32m/workspaces/ag2/autogen/oai/client.py:873\u001b[0m, in \u001b[0;36mOpenAIWrapper.create\u001b[0;34m(self, **config)\u001b[0m\n\u001b[1;32m 871\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m 872\u001b[0m request_ts \u001b[38;5;241m=\u001b[39m get_current_ts()\n\u001b[0;32m--> 873\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[43mclient\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcreate\u001b[49m\u001b[43m(\u001b[49m\u001b[43mparams\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 874\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m APITimeoutError \u001b[38;5;28;01mas\u001b[39;00m err:\n\u001b[1;32m 875\u001b[0m logger\u001b[38;5;241m.\u001b[39mdebug(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mconfig \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mi\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m timed out\u001b[39m\u001b[38;5;124m\"\u001b[39m, exc_info\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n", + "File \u001b[0;32m/workspaces/ag2/autogen/oai/client.py:418\u001b[0m, in \u001b[0;36mOpenAIClient.create\u001b[0;34m(self, params)\u001b[0m\n\u001b[1;32m 416\u001b[0m params \u001b[38;5;241m=\u001b[39m params\u001b[38;5;241m.\u001b[39mcopy()\n\u001b[1;32m 417\u001b[0m params[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstream\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[0;32m--> 418\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[43mcreate_or_parse\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mparams\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 420\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m response\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/openai/_utils/_utils.py:279\u001b[0m, in \u001b[0;36mrequired_args..inner..wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 277\u001b[0m msg \u001b[38;5;241m=\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMissing required argument: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mquote(missing[\u001b[38;5;241m0\u001b[39m])\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 278\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m(msg)\n\u001b[0;32m--> 279\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/openai/resources/chat/completions.py:859\u001b[0m, in \u001b[0;36mCompletions.create\u001b[0;34m(self, messages, model, audio, frequency_penalty, function_call, functions, logit_bias, logprobs, max_completion_tokens, max_tokens, metadata, modalities, n, parallel_tool_calls, prediction, presence_penalty, reasoning_effort, response_format, seed, service_tier, stop, store, stream, stream_options, temperature, tool_choice, tools, top_logprobs, top_p, user, extra_headers, extra_query, extra_body, timeout)\u001b[0m\n\u001b[1;32m 817\u001b[0m \u001b[38;5;129m@required_args\u001b[39m([\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmessages\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmodel\u001b[39m\u001b[38;5;124m\"\u001b[39m], [\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmessages\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmodel\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstream\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n\u001b[1;32m 818\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21mcreate\u001b[39m(\n\u001b[1;32m 819\u001b[0m \u001b[38;5;28mself\u001b[39m,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 856\u001b[0m timeout: \u001b[38;5;28mfloat\u001b[39m \u001b[38;5;241m|\u001b[39m httpx\u001b[38;5;241m.\u001b[39mTimeout \u001b[38;5;241m|\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;241m|\u001b[39m NotGiven \u001b[38;5;241m=\u001b[39m NOT_GIVEN,\n\u001b[1;32m 857\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m ChatCompletion \u001b[38;5;241m|\u001b[39m Stream[ChatCompletionChunk]:\n\u001b[1;32m 858\u001b[0m validate_response_format(response_format)\n\u001b[0;32m--> 859\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_post\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 860\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m/chat/completions\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 861\u001b[0m \u001b[43m \u001b[49m\u001b[43mbody\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmaybe_transform\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 862\u001b[0m \u001b[43m \u001b[49m\u001b[43m{\u001b[49m\n\u001b[1;32m 863\u001b[0m \u001b[43m 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method\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpost\u001b[39m\u001b[38;5;124m\"\u001b[39m, url\u001b[38;5;241m=\u001b[39mpath, json_data\u001b[38;5;241m=\u001b[39mbody, files\u001b[38;5;241m=\u001b[39mto_httpx_files(files), \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39moptions\n\u001b[1;32m 1282\u001b[0m )\n\u001b[0;32m-> 1283\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m cast(ResponseT, \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcast_to\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mopts\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstream\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstream_cls\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream_cls\u001b[49m\u001b[43m)\u001b[49m)\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/openai/_base_client.py:960\u001b[0m, in \u001b[0;36mSyncAPIClient.request\u001b[0;34m(self, cast_to, options, remaining_retries, stream, stream_cls)\u001b[0m\n\u001b[1;32m 957\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 958\u001b[0m retries_taken \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m\n\u001b[0;32m--> 960\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_request\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 961\u001b[0m \u001b[43m \u001b[49m\u001b[43mcast_to\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcast_to\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 962\u001b[0m \u001b[43m \u001b[49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 963\u001b[0m \u001b[43m 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request\u001b[38;5;241m.\u001b[39mmethod, request\u001b[38;5;241m.\u001b[39murl)\n\u001b[1;32m 995\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 996\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_client\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msend\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 997\u001b[0m \u001b[43m \u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 998\u001b[0m \u001b[43m \u001b[49m\u001b[43mstream\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01mor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_should_stream_response_body\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrequest\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 999\u001b[0m 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\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_build_request_auth(request, auth)\n\u001b[0;32m--> 926\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_send_handling_auth\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 927\u001b[0m \u001b[43m \u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 928\u001b[0m \u001b[43m \u001b[49m\u001b[43mauth\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mauth\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 929\u001b[0m \u001b[43m \u001b[49m\u001b[43mfollow_redirects\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfollow_redirects\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 930\u001b[0m \u001b[43m \u001b[49m\u001b[43mhistory\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m[\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 931\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 932\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m 933\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m stream:\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpx/_client.py:954\u001b[0m, in \u001b[0;36mClient._send_handling_auth\u001b[0;34m(self, request, auth, follow_redirects, history)\u001b[0m\n\u001b[1;32m 951\u001b[0m request \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mnext\u001b[39m(auth_flow)\n\u001b[1;32m 953\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[0;32m--> 954\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_send_handling_redirects\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 955\u001b[0m \u001b[43m \u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 956\u001b[0m \u001b[43m \u001b[49m\u001b[43mfollow_redirects\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfollow_redirects\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 957\u001b[0m \u001b[43m \u001b[49m\u001b[43mhistory\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mhistory\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 958\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 959\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m 960\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpx/_client.py:991\u001b[0m, in \u001b[0;36mClient._send_handling_redirects\u001b[0;34m(self, request, follow_redirects, history)\u001b[0m\n\u001b[1;32m 988\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m hook \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_event_hooks[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrequest\u001b[39m\u001b[38;5;124m\"\u001b[39m]:\n\u001b[1;32m 989\u001b[0m hook(request)\n\u001b[0;32m--> 991\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_send_single_request\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 992\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m 993\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m hook \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_event_hooks[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mresponse\u001b[39m\u001b[38;5;124m\"\u001b[39m]:\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpx/_client.py:1027\u001b[0m, in \u001b[0;36mClient._send_single_request\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m 1022\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mRuntimeError\u001b[39;00m(\n\u001b[1;32m 1023\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mAttempted to send an async request with a sync Client instance.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 1024\u001b[0m )\n\u001b[1;32m 1026\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m request_context(request\u001b[38;5;241m=\u001b[39mrequest):\n\u001b[0;32m-> 1027\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[43mtransport\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mhandle_request\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1029\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(response\u001b[38;5;241m.\u001b[39mstream, SyncByteStream)\n\u001b[1;32m 1031\u001b[0m response\u001b[38;5;241m.\u001b[39mrequest \u001b[38;5;241m=\u001b[39m request\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpx/_transports/default.py:236\u001b[0m, in \u001b[0;36mHTTPTransport.handle_request\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m 223\u001b[0m req \u001b[38;5;241m=\u001b[39m httpcore\u001b[38;5;241m.\u001b[39mRequest(\n\u001b[1;32m 224\u001b[0m method\u001b[38;5;241m=\u001b[39mrequest\u001b[38;5;241m.\u001b[39mmethod,\n\u001b[1;32m 225\u001b[0m url\u001b[38;5;241m=\u001b[39mhttpcore\u001b[38;5;241m.\u001b[39mURL(\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 233\u001b[0m extensions\u001b[38;5;241m=\u001b[39mrequest\u001b[38;5;241m.\u001b[39mextensions,\n\u001b[1;32m 234\u001b[0m )\n\u001b[1;32m 235\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m map_httpcore_exceptions():\n\u001b[0;32m--> 236\u001b[0m resp \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_pool\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mhandle_request\u001b[49m\u001b[43m(\u001b[49m\u001b[43mreq\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 238\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(resp\u001b[38;5;241m.\u001b[39mstream, typing\u001b[38;5;241m.\u001b[39mIterable)\n\u001b[1;32m 240\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m Response(\n\u001b[1;32m 241\u001b[0m status_code\u001b[38;5;241m=\u001b[39mresp\u001b[38;5;241m.\u001b[39mstatus,\n\u001b[1;32m 242\u001b[0m headers\u001b[38;5;241m=\u001b[39mresp\u001b[38;5;241m.\u001b[39mheaders,\n\u001b[1;32m 243\u001b[0m stream\u001b[38;5;241m=\u001b[39mResponseStream(resp\u001b[38;5;241m.\u001b[39mstream),\n\u001b[1;32m 244\u001b[0m extensions\u001b[38;5;241m=\u001b[39mresp\u001b[38;5;241m.\u001b[39mextensions,\n\u001b[1;32m 245\u001b[0m )\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpcore/_sync/connection_pool.py:256\u001b[0m, in \u001b[0;36mConnectionPool.handle_request\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m 253\u001b[0m closing \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_assign_requests_to_connections()\n\u001b[1;32m 255\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_close_connections(closing)\n\u001b[0;32m--> 256\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m exc \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m 258\u001b[0m \u001b[38;5;66;03m# Return the response. Note that in this case we still have to manage\u001b[39;00m\n\u001b[1;32m 259\u001b[0m \u001b[38;5;66;03m# the point at which the response is closed.\u001b[39;00m\n\u001b[1;32m 260\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(response\u001b[38;5;241m.\u001b[39mstream, typing\u001b[38;5;241m.\u001b[39mIterable)\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpcore/_sync/connection_pool.py:236\u001b[0m, in \u001b[0;36mConnectionPool.handle_request\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m 232\u001b[0m connection \u001b[38;5;241m=\u001b[39m pool_request\u001b[38;5;241m.\u001b[39mwait_for_connection(timeout\u001b[38;5;241m=\u001b[39mtimeout)\n\u001b[1;32m 234\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m 235\u001b[0m \u001b[38;5;66;03m# Send the request on the assigned connection.\u001b[39;00m\n\u001b[0;32m--> 236\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[43mconnection\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mhandle_request\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 237\u001b[0m \u001b[43m \u001b[49m\u001b[43mpool_request\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrequest\u001b[49m\n\u001b[1;32m 238\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 239\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m ConnectionNotAvailable:\n\u001b[1;32m 240\u001b[0m \u001b[38;5;66;03m# In some cases a connection may initially be available to\u001b[39;00m\n\u001b[1;32m 241\u001b[0m \u001b[38;5;66;03m# handle a request, but then become unavailable.\u001b[39;00m\n\u001b[1;32m 242\u001b[0m \u001b[38;5;66;03m#\u001b[39;00m\n\u001b[1;32m 243\u001b[0m \u001b[38;5;66;03m# In this case we clear the connection and try again.\u001b[39;00m\n\u001b[1;32m 244\u001b[0m pool_request\u001b[38;5;241m.\u001b[39mclear_connection()\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpcore/_sync/connection.py:103\u001b[0m, in \u001b[0;36mHTTPConnection.handle_request\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m 100\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_connect_failed \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[1;32m 101\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m exc\n\u001b[0;32m--> 103\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_connection\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mhandle_request\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpcore/_sync/http11.py:136\u001b[0m, in \u001b[0;36mHTTP11Connection.handle_request\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m 134\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m Trace(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mresponse_closed\u001b[39m\u001b[38;5;124m\"\u001b[39m, logger, request) \u001b[38;5;28;01mas\u001b[39;00m trace:\n\u001b[1;32m 135\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_response_closed()\n\u001b[0;32m--> 136\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m exc\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpcore/_sync/http11.py:106\u001b[0m, in \u001b[0;36mHTTP11Connection.handle_request\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m 95\u001b[0m \u001b[38;5;28;01mpass\u001b[39;00m\n\u001b[1;32m 97\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m Trace(\n\u001b[1;32m 98\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mreceive_response_headers\u001b[39m\u001b[38;5;124m\"\u001b[39m, logger, request, kwargs\n\u001b[1;32m 99\u001b[0m ) \u001b[38;5;28;01mas\u001b[39;00m trace:\n\u001b[1;32m 100\u001b[0m (\n\u001b[1;32m 101\u001b[0m http_version,\n\u001b[1;32m 102\u001b[0m status,\n\u001b[1;32m 103\u001b[0m reason_phrase,\n\u001b[1;32m 104\u001b[0m headers,\n\u001b[1;32m 105\u001b[0m trailing_data,\n\u001b[0;32m--> 106\u001b[0m ) \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_receive_response_headers\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 107\u001b[0m trace\u001b[38;5;241m.\u001b[39mreturn_value \u001b[38;5;241m=\u001b[39m (\n\u001b[1;32m 108\u001b[0m http_version,\n\u001b[1;32m 109\u001b[0m status,\n\u001b[1;32m 110\u001b[0m reason_phrase,\n\u001b[1;32m 111\u001b[0m headers,\n\u001b[1;32m 112\u001b[0m )\n\u001b[1;32m 114\u001b[0m network_stream \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_network_stream\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpcore/_sync/http11.py:177\u001b[0m, in \u001b[0;36mHTTP11Connection._receive_response_headers\u001b[0;34m(self, request)\u001b[0m\n\u001b[1;32m 174\u001b[0m timeout \u001b[38;5;241m=\u001b[39m timeouts\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mread\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28;01mNone\u001b[39;00m)\n\u001b[1;32m 176\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[0;32m--> 177\u001b[0m event \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_receive_event\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 178\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(event, h11\u001b[38;5;241m.\u001b[39mResponse):\n\u001b[1;32m 179\u001b[0m \u001b[38;5;28;01mbreak\u001b[39;00m\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpcore/_sync/http11.py:217\u001b[0m, in \u001b[0;36mHTTP11Connection._receive_event\u001b[0;34m(self, timeout)\u001b[0m\n\u001b[1;32m 214\u001b[0m event \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_h11_state\u001b[38;5;241m.\u001b[39mnext_event()\n\u001b[1;32m 216\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m event \u001b[38;5;129;01mis\u001b[39;00m h11\u001b[38;5;241m.\u001b[39mNEED_DATA:\n\u001b[0;32m--> 217\u001b[0m data \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_network_stream\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 218\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mREAD_NUM_BYTES\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout\u001b[49m\n\u001b[1;32m 219\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 221\u001b[0m \u001b[38;5;66;03m# If we feed this case through h11 we'll raise an exception like:\u001b[39;00m\n\u001b[1;32m 222\u001b[0m \u001b[38;5;66;03m#\u001b[39;00m\n\u001b[1;32m 223\u001b[0m \u001b[38;5;66;03m# httpcore.RemoteProtocolError: can't handle event type\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 227\u001b[0m \u001b[38;5;66;03m# perspective. Instead we handle this case distinctly and treat\u001b[39;00m\n\u001b[1;32m 228\u001b[0m \u001b[38;5;66;03m# it as a ConnectError.\u001b[39;00m\n\u001b[1;32m 229\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m data \u001b[38;5;241m==\u001b[39m \u001b[38;5;124mb\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_h11_state\u001b[38;5;241m.\u001b[39mtheir_state \u001b[38;5;241m==\u001b[39m h11\u001b[38;5;241m.\u001b[39mSEND_RESPONSE:\n", + "File \u001b[0;32m~/.local/lib/python3.9/site-packages/httpcore/_backends/sync.py:128\u001b[0m, in \u001b[0;36mSyncStream.read\u001b[0;34m(self, max_bytes, timeout)\u001b[0m\n\u001b[1;32m 126\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m map_exceptions(exc_map):\n\u001b[1;32m 127\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_sock\u001b[38;5;241m.\u001b[39msettimeout(timeout)\n\u001b[0;32m--> 128\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_sock\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrecv\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmax_bytes\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m/usr/local/lib/python3.9/ssl.py:1260\u001b[0m, in \u001b[0;36mSSLSocket.recv\u001b[0;34m(self, buflen, flags)\u001b[0m\n\u001b[1;32m 1256\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m flags \u001b[38;5;241m!=\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m 1257\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 1258\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnon-zero flags not allowed in calls to recv() on \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m%\u001b[39m\n\u001b[1;32m 1259\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__class__\u001b[39m)\n\u001b[0;32m-> 1260\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\u001b[43mbuflen\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1261\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 1262\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28msuper\u001b[39m()\u001b[38;5;241m.\u001b[39mrecv(buflen, flags)\n", + "File \u001b[0;32m/usr/local/lib/python3.9/ssl.py:1135\u001b[0m, in \u001b[0;36mSSLSocket.read\u001b[0;34m(self, len, buffer)\u001b[0m\n\u001b[1;32m 1133\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_sslobj\u001b[38;5;241m.\u001b[39mread(\u001b[38;5;28mlen\u001b[39m, buffer)\n\u001b[1;32m 1134\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m-> 1135\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_sslobj\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mlen\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1136\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m SSLError \u001b[38;5;28;01mas\u001b[39;00m x:\n\u001b[1;32m 1137\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m x\u001b[38;5;241m.\u001b[39margs[\u001b[38;5;241m0\u001b[39m] \u001b[38;5;241m==\u001b[39m SSL_ERROR_EOF \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msuppress_ragged_eofs:\n", + "\u001b[0;31mKeyboardInterrupt\u001b[0m: " + ] + } + ], + "source": [ + "from typing import Tuple\n", + "\n", + "import pandas\n", + "\n", + "all_fish_res = queryer.auto_gen_func(\"Get me all fish\")\n", + "all_fish_df = all_fish_res.result\n", + "\n", + "with LocalJupyterServer() as server:\n", + " func_generator = KnowledgeCodeGenSwarmAgent(\n", + " name=\"FunctionGenerator\",\n", + " docker_server=server,\n", + " researcher_llm_config=llm_config,\n", + " result_validator_llm_config=llm_config,\n", + " max_rounds=50,\n", + " )\n", + " rand_fish_func_res = func_generator.generate_function(\n", + " \"\"\"Generate me a function which picks a random fish from the input fish dataframe input_df, but the choice is decided based on their size.\n", + "The bigger the fish the more common it is based on the multiplier parameter. Return (Name, Size). The result is random, its fine if it returns something small. \"\"\",\n", + " function_name=\"column_analysis_func\",\n", + " params={\"input_df\": (all_fish_df, pandas.DataFrame), \"multiplier\": (5, int)},\n", + " return_type=Tuple[str, str],\n", + " )\n", + " rand_fish_func = rand_fish_func_res.result\n", + "\n", + " print(rand_fish_func(all_fish_df, 10))" + ] + }, + { + "cell_type": "markdown", + "id": "d1d98884", + "metadata": {}, + "source": [ + "#### Now here we add `func_generator.add_knowledge_source(queryer)` to give the memories of the queryer to the function generator. It should help it know more about what the columns are." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "fe9b0752", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[AutoGenResult(result= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, question='List the available tables. Only use valid DuckDB syntax.', function_response=FunctionResponse(function=, hypothesis='If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', args=[], kwargs={'query': \"SELECT name FROM sqlite_master WHERE type='table';\"}, result_data= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, result_str='| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |', validation_criteria=['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='List the available tables. Only use valid DuckDB syntax.', result=True, justification='The response provided a complete list of table names, which satisfies the question.'), criteria_results=[CriterionResult(criterion='The response should contain the names of tables present in the database.', result=True, justification='The result includes a comprehensive list of table names.'), CriterionResult(criterion='The syntax used should be valid DuckDB SQL syntax.', result=True, justification=\"The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\"), CriterionResult(criterion='The response should represent the results in a clear markdown format.', result=True, justification='The results are presented in a clear tabular markdown format, making it easy to read.')])), AutoGenResult(result= Size\n", + "0 2x2\n", + "1 1x1\n", + "2 2x1\n", + "3 3x2, question='What are the different possible sizes of fish?', function_response=FunctionResponse(function=, hypothesis='If I execute a query to retrieve fish sizes from the database, then I will receive different sizes that fish can have.', args=[], kwargs={'query': 'SELECT DISTINCT Size FROM fish;'}, result_data= Size\n", + "0 2x2\n", + "1 1x1\n", + "2 2x1\n", + "3 3x2, result_str='| | Size |\\n|---:|:-------|\\n| 0 | 2x2 |\\n| 1 | 1x1 |\\n| 2 | 2x1 |\\n| 3 | 3x2 |', validation_criteria=['The result should include multiple rows of fish sizes.', 'Each row should have a unique size entry.', 'The sizes should correspond to the information found in the fish table.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='What are the different possible sizes of fish?', result=True, justification='The result provides a clear list of unique fish sizes, indicating diverse categories of fish sizes available in the database.'), criteria_results=[CriterionResult(criterion='The result should include multiple rows of fish sizes.', result=True, justification='The result includes four unique sizes.'), CriterionResult(criterion='Each row should have a unique size entry.', result=True, justification='Each size listed in the result is unique.'), CriterionResult(criterion='The sizes should correspond to the information found in the fish table.', result=True, justification='The sizes align with the fish data as expected from the fishing database.')])), AutoGenResult(result={'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}, question=\"Summarize the following table: accessories\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Type | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:----------------------|:------------|:------|:------|-------:|:-----------|:----------|:-------|:--------------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:---------|:------------------------------|:----------------------------|:----------------------|:-------------|:--------------------------|--------------:|:------------------|\\n| 0 | 3D glasses | White | False | 490 | 122 | White | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed0 | 4463 | FNxEraBTeWRiCvtFu |\\n| 1 | 3D glasses | Black | False | 490 | 122 | Black | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed1 | 11020 | mM9SXPCcGPfPJAmtm |\\n| 2 | bandage | Beige | False | 140 | 35 | Beige | White | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Active | outdoorsy; comfy; sporty | AccessoryMouth | False | For sale | AccessoryMouthBandageSkin | 4677 | 2qFT5iPkk8bREvpkj |\\n| 3 | beak | Yellow | False | 490 | 122 | Yellow | Yellow | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Cute | fairy tale; party; theatrical | AccessoryMouthInvisibleNose | False | For sale | AccessoryMouthBeakYellow | 3549 | T5CpsJi4xBSachNL5 |\\n| 4 | birthday shades | Yellow | False | NFS | 620 | Yellow | Red | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday0 | 4510 | S6CiB9ZvzBTMhEnDz |\\n| 5 | birthday shades | Pink | False | NFS | 620 | Pink | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday1 | 11217 | g3MPcmAKM4z5h8KYX |\\n| 6 | birthday shades | Red | False | NFS | 620 | Red | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday2 | 11218 | ojXoAAj8Bs2XgRiWB |\\n| 7 | birthday shades | Blue | False | NFS | 620 | Light blue | Green | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday3 | 11219 | Yr9mRJaZM44554oTS |\\n| 8 | bottom-rimmed glasses | Red | False | 1100 | 275 | Red | Red | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose0 | 4597 | ZHqtvcoqqDpJLf9Pc |\\n| 9 | bottom-rimmed glasses | Purple | False | 1100 | 275 | Purple | Purple | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose1 | 11081 | akRhFD3qeJEPM7WiD |\", function_response=FunctionResponse(function=, hypothesis='If I summarize the accessories table, then I will have a concise overview of its contents.', args=[], kwargs={'table_summary': {'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}}, result_data={'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}, result_str=\"{'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}\", validation_criteria=['The table name should be accurate and match the provided table.', 'The summary should convey the purpose and content of the table in a maximum of three sentences.', 'All columns of the table should be listed with their respective types and a summary of their values.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: accessories', result=True, justification=\"The summary accurately presents an overview of the table's contents, including a brief description of the accessories and the structure of the data.\"), criteria_results=[CriterionResult(criterion='The table name should be accurate and match the provided table.', result=True, justification=\"The table name 'accessories' matches the provided table.\"), CriterionResult(criterion='The summary should convey the purpose and content of the table in a maximum of three sentences.', result=True, justification='The summary effectively conveys the purpose and content of the table in three concise sentences.'), CriterionResult(criterion='All columns of the table should be listed with their respective types and a summary of their values.', result=True, justification='The summary includes all columns along with their types and a brief summary of their values.')])), AutoGenResult(result={'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}, question=\"Summarize the following table: achievements\\n| | Name | Award Criteria | # | Internal ID | Internal Name | Internal Category | Num of Tiers | Tier 1 | Tier 2 | Tier 3 | Tier 4 | Tier 5 | Reward Tier 1 | Reward Tier 2 | Reward Tier 3 | Reward Tier 4 | Reward Tier 5 | Reward Tier 6 | Sequential | Version | Unique Entry ID |\\n|---:|:------------------------|:---------------------------------------------------------------------|----:|--------------:|:------------------|:--------------------|---------------:|---------:|---------:|---------:|---------:|---------:|----------------:|----------------:|----------------:|----------------:|----------------:|----------------:|:-------------|:----------|:------------------|\\n| 0 | (island name) Miles! | Awarded when Nook Miles program is first unlocked | 1 | 53 | ImmigratetoIsland | Event | 1 | 1 | 0 | 0 | 0 | 0 | 500 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | QvQq6d4qJgCiBkMLX |\\n| 1 | Angling for Perfection! | Number of total fish caught | 2 | 0 | CatchFish | Fish | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | wkj9WzycBpxtq6CDG |\\n| 2 | Island Ichthyologist | Number of unique fish caught | 3 | 3 | FillFishList | Fish | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | Ajpkv8wXcZLqM8bMT |\\n| 3 | Island Togetherness | Number of days in which you've talked to every one of your villagers | 4 | 68 | GreetAllVillager | Communication | 5 | 1 | 10 | 20 | 30 | 50 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | syoxyxWL7ymwpKpGN |\\n| 4 | You've Got the Bug | Number of total bugs caught | 5 | 1 | CatchInsect | Insect | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | weJ4f9MDdBuzLBrBM |\\n| 5 | Bugs Don't Bug Me | Number of unique bugs caught | 6 | 4 | FillInsectList | Insect | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | ttRSm74XC4MzSHgnX |\\n| 6 | Have a Nice DIY! | Number of DIY recipes collected | 7 | 55 | FillRecipeList | DIY | 5 | 10 | 50 | 100 | 150 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | fsanquagmfwNCY8wW |\\n| 7 | DIY Tools | Number of tools you've crafted | 8 | 72 | DIYTool | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | 6k5CnRgbm55m93jMT |\\n| 8 | DIY Furniture | Number of furniture pieces you've crafted | 9 | 73 | DIYFurniture | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | TprrYjwsCvZbDdcvK |\\n| 9 | Furniture Freshener | Number of times you've customized furniture at a workbench | 10 | 14 | RemakeFurniture | DIY | 5 | 5 | 20 | 50 | 100 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | viHJXo8XB8C3h259Q |\", function_response=FunctionResponse(function=, hypothesis='if the achievements table is summarized, then the summary will highlight the main features and purpose of the table.', args=[], kwargs={'table_summary': {'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}}, result_data={'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}, result_str=\"{'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}\", validation_criteria=['the summary includes the main purpose of the achievements table', 'the summary mentions the key columns present in the table', 'the summary is concise, containing no more than three sentences']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: achievements', result=True, justification='The summary effectively captures the main purpose of the achievements table, which is to provide a list of awards and their corresponding criteria, tiers, and rewards. It also highlights key columns in the table and remains concise.'), criteria_results=[CriterionResult(criterion='the summary includes the main purpose of the achievements table', result=True, justification='The summary states that the achievements table lists various awards that players can unlock in a game along with criteria needed to earn them.'), CriterionResult(criterion='the summary mentions the key columns present in the table', result=True, justification=\"The summary includes a detailed description of key columns such as 'Name', 'Award Criteria', 'Num of Tiers', and the 'Tier' and 'Reward' columns.\"), CriterionResult(criterion='the summary is concise, containing no more than three sentences', result=True, justification='The summary contains three sentences that concisely summarize the table.')])), AutoGenResult(result={'table_name': 'art', 'table_summary': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Various names of artworks and sculptures.'}, {'column_name': 'Genuine', 'column_type': 'bool', 'values_summary': 'Indicates whether the artwork is genuine (True) or fake (False).'}, {'column_name': 'Category', 'column_type': 'str', 'values_summary': 'Categories indicate the type of artwork such as painting or sculpture.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price in currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price or zero if not for sale.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Main color description (if applicable).'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color description (if applicable).'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Dimensions of the artwork.'}, {'column_name': 'Real Artwork Title', 'column_type': 'str', 'values_summary': 'The actual title of the artwork.'}, {'column_name': 'Artist', 'column_type': 'str', 'values_summary': 'Name of the artist associated with the artwork.'}, {'column_name': 'Museum Description', 'column_type': 'str', 'values_summary': 'A brief background or description provided by the museum.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Reference to where the artwork is sourced from.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Any notes relevant to the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Denotes the version of the artwork in the collection.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept classification from the HHA system.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept classification from the HHA system.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'Series classification for the artwork.'}, {'column_name': 'HHA Set', 'column_type': 'str', 'values_summary': 'Set classification of the artwork.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Indicates if the artwork has an interactive feature.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag designation for the artwork.'}, {'column_name': 'Speaker Type', 'column_type': 'str', 'values_summary': 'Describes the type of speaker associated with the artwork.'}, {'column_name': 'Lighting Type', 'column_type': 'str', 'values_summary': 'Type of lighting the artwork features.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog number or identifier.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename for the associated image or document.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the artwork.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Global unique identifier for the entry.'}]}, question='Summarize the following table: art\\n| | Name | Genuine | Category | Buy | Sell | Color 1 | Color 2 | Size | Real Artwork Title | Artist | Museum Description | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | HHA Set | Interact | Tag | Speaker Type | Lighting Type | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:----------|:--------------|------:|-------:|:----------|:----------|:-------|:------------------------------------------|:----------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------|:---------------|:----------|:----------------|:----------------|:-------------|:----------|:-----------|:----------|:--------------------|:----------------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | academic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianMan | 12619 | xfTf9sfyLkxHQEz4u |\\n| 1 | academic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianManFake | 12620 | 5KNFAo3LkdTTJPQkd |\\n| 2 | amazing painting | True | Wall-mounted | 4980 | 1245 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatch | 56 | Sg6MCSG3m9tvjGWoj |\\n| 3 | amazing painting | False | Wall-mounted | 4980 | 0 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatchFake | 55 | vc2Ebu4Pkn443zYiN |\\n| 4 | ancient statue | True | Miscellaneous | 4980 | 1245 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguu | 1337 | zpAsguge9Yb29ksjS |\\n| 5 | ancient statue | False | Miscellaneous | 4980 | 0 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguuFake | 1338 | fXbsrcXirg6miBoqT |\\n| 6 | basic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoy | 14 | Xhn8ZjtbdZeET3NXR |\\n| 7 | basic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoyFake | 13 | o4px7Mx9g2Zk6NHvC |\\n| 8 | beautiful statue | True | Housewares | 4980 | 1245 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMilo | 1341 | iscap6FsmDZdNP5dw |\\n| 9 | beautiful statue | False | Housewares | 4980 | 0 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMiloFake | 1342 | w9vrMbhJNj6JHkznu |', function_response=FunctionResponse(function=, hypothesis=\"If the function summarizes the art table, then it will provide a concise overview of the table's content and purpose.\", args=[], kwargs={'table_summary': {'table_name': 'art', 'table_summary': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Various names of artworks and sculptures.'}, {'column_name': 'Genuine', 'column_type': 'bool', 'values_summary': 'Indicates whether the artwork is genuine (True) or fake (False).'}, {'column_name': 'Category', 'column_type': 'str', 'values_summary': 'Categories indicate the type of artwork such as painting or sculpture.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price in currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price or zero if not for sale.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Main color description (if applicable).'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color description (if applicable).'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Dimensions of the artwork.'}, {'column_name': 'Real Artwork Title', 'column_type': 'str', 'values_summary': 'The actual title of the artwork.'}, {'column_name': 'Artist', 'column_type': 'str', 'values_summary': 'Name of the artist associated with the artwork.'}, {'column_name': 'Museum Description', 'column_type': 'str', 'values_summary': 'A brief background or description provided by the museum.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Reference to where the artwork is sourced from.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Any notes relevant to the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Denotes the version of the artwork in the collection.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept classification from the HHA system.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept classification from the HHA system.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'Series classification for the artwork.'}, {'column_name': 'HHA Set', 'column_type': 'str', 'values_summary': 'Set classification of the artwork.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Indicates if the artwork has an interactive feature.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag designation for the artwork.'}, {'column_name': 'Speaker Type', 'column_type': 'str', 'values_summary': 'Describes the type of speaker associated with the artwork.'}, {'column_name': 'Lighting Type', 'column_type': 'str', 'values_summary': 'Type of lighting the artwork features.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog number or identifier.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename for the associated image or document.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the artwork.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Global unique identifier for the entry.'}]}}, result_data={'table_name': 'art', 'table_summary': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork's aesthetics, historical context, and museum source.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Various names of artworks and sculptures.'}, {'column_name': 'Genuine', 'column_type': 'bool', 'values_summary': 'Indicates whether the artwork is genuine (True) or fake (False).'}, {'column_name': 'Category', 'column_type': 'str', 'values_summary': 'Categories indicate the type of artwork such as painting or sculpture.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price in currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price or zero if not for sale.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Main color description (if applicable).'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color description (if applicable).'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Dimensions of the artwork.'}, {'column_name': 'Real Artwork Title', 'column_type': 'str', 'values_summary': 'The actual title of the artwork.'}, {'column_name': 'Artist', 'column_type': 'str', 'values_summary': 'Name of the artist associated with the artwork.'}, {'column_name': 'Museum Description', 'column_type': 'str', 'values_summary': 'A brief background or description provided by the museum.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Reference to where the artwork is sourced from.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Any notes relevant to the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Denotes the version of the artwork in the collection.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept classification from the HHA system.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept classification from the HHA system.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'Series classification for the artwork.'}, {'column_name': 'HHA Set', 'column_type': 'str', 'values_summary': 'Set classification of the artwork.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Indicates if the artwork has an interactive feature.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag designation for the artwork.'}, {'column_name': 'Speaker Type', 'column_type': 'str', 'values_summary': 'Describes the type of speaker associated with the artwork.'}, {'column_name': 'Lighting Type', 'column_type': 'str', 'values_summary': 'Type of lighting the artwork features.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog number or identifier.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename for the associated image or document.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the artwork.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Global unique identifier for the entry.'}]}, result_str='{\\'table_name\\': \\'art\\', \\'table_summary\\': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork\\'s aesthetics, historical context, and museum source.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Various names of artworks and sculptures.\\'}, {\\'column_name\\': \\'Genuine\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates whether the artwork is genuine (True) or fake (False).\\'}, {\\'column_name\\': \\'Category\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Categories indicate the type of artwork such as painting or sculpture.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price in currency.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling price or zero if not for sale.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Main color description (if applicable).\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color description (if applicable).\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Dimensions of the artwork.\\'}, {\\'column_name\\': \\'Real Artwork Title\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'The actual title of the artwork.\\'}, {\\'column_name\\': \\'Artist\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Name of the artist associated with the artwork.\\'}, {\\'column_name\\': \\'Museum Description\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'A brief background or description provided by the museum.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Reference to where the artwork is sourced from.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Any notes relevant to the source.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Denotes the version of the artwork in the collection.\\'}, {\\'column_name\\': \\'HHA Concept 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'First concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Concept 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Second concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Series\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Series classification for the artwork.\\'}, {\\'column_name\\': \\'HHA Set\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Set classification of the artwork.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the artwork has an interactive feature.\\'}, {\\'column_name\\': \\'Tag\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Tag designation for the artwork.\\'}, {\\'column_name\\': \\'Speaker Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Describes the type of speaker associated with the artwork.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Type of lighting the artwork features.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog number or identifier.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Filename for the associated image or document.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the artwork.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Global unique identifier for the entry.\\'}]}', validation_criteria=['Contains the table name', 'Includes a brief summary', 'Lists all column names', 'Describes the column types', 'Presents a summary of values for each column']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: art', result=True, justification='The summary effectively encapsulates the main purpose and content of the table, including descriptions of artwork characteristics and classification.'), criteria_results=[CriterionResult(criterion='Contains the table name', result=True, justification=\"The summary clearly states that the table name is 'art.'\"), CriterionResult(criterion='Includes a brief summary', result=True, justification=\"The provided summary gives a concise overview of the table's content and significance.\"), CriterionResult(criterion='Lists all column names', result=True, justification='All column names from the table are included in the summary.'), CriterionResult(criterion='Describes the column types', result=True, justification='Each column name is accompanied by its corresponding data type.'), CriterionResult(criterion='Presents a summary of values for each column', result=True, justification='For every column, there is a summary of possible values or descriptions based on the data.')])), AutoGenResult(result={'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}, question='Summarize the following table: bags\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------------|:------------|:------|:------|-------:|:-----------|:-----------|:-------|:--------------|:---------|:---------------|:------------------------|:----------|:--------|:------------------------------|:----------------------|:-------------|:---------------------------|--------------:|:------------------|\\n| 0 | acorn pochette | Brown | True | NFS | 2400 | Brown | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderAcorn0 | 7492 | XiC7bNzTBAdb8zWwr |\\n| 1 | basket pack | Green | True | NFS | 2400 | Green | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Simple | outdoorsy; work | False | Not for sale | BagBackpackBasket0 | 7506 | BW764rj9aH3QL6GRH |\\n| 2 | bug cage | Green | False | NFS | 122 | Green | White | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Active | outdoorsy; vacation | False | Not for sale | BagShoulderCage0 | 7479 | nrkEKkL46YsQYcYjp |\\n| 3 | Bunny Day bag | None | True | NFS | 2400 | Colorful | Colorful | 1x1 | NA | Crafting | | All Year | 1.1.0a | Active | fairy tale; party; theatrical | False | Not for sale | BagBackpackEgg0 | 12447 | YGofzAZknSTYWmfWM |\\n| 4 | butterfly backpack | Pink | False | NFS | 210 | Pink | Yellow | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Cute | everyday; formal; party | False | Not for sale | BagBackpackButterfly0 | 7502 | unsmeHZemRaTnq62z |\\n| 5 | canvas backpack | White | False | 1300 | 325 | White | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagBackpackTote0 | 7509 | ZtgYddBwpZfGMjewu |\\n| 6 | cherry-blossom pochette | Pink | True | NFS | 2400 | Pink | Pink | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderCherryblossoms0 | 7490 | wwkZdhj9HzxZiqHys |\\n| 7 | cloth shoulder bag | Blue | False | 1400 | 350 | Light blue | Light blue | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas0 | 7487 | DzoRrArWrKtzn6Xzc |\\n| 8 | cloth shoulder bag | Orange | False | 1400 | 350 | Orange | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas1 | 12013 | dcpCgBwji4QCYAy8k |\\n| 9 | cloth shoulder bag | Ivory | False | 1400 | 350 | White | White | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas2 | 12014 | NfkYKg5NoaWKBEpzN |', function_response=FunctionResponse(function=, hypothesis='If I summarize the bags table, then I will provide a clear overview of its content and structure.', args=[], kwargs={'table_summary': {'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}}, result_data={'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}, result_str=\"{'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}\", validation_criteria=['The summary includes the table name.', \"The summary provides a brief description of the table's purpose and content.\", 'The summary lists the column names and their corresponding types.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: bags', result=True, justification='The summary effectively describes the table, including its purpose, the name of the table, and provides a comprehensive list of columns along with their types and brief descriptions.'), criteria_results=[CriterionResult(criterion='The summary includes the table name.', result=True, justification=\"The summary explicitly states the table name as 'bags'.\"), CriterionResult(criterion=\"The summary provides a brief description of the table's purpose and content.\", result=True, justification='The summary explains that the table lists various types of bags, their attributes, and how to acquire them.'), CriterionResult(criterion='The summary lists the column names and their corresponding types.', result=True, justification='The summary includes all column names along with their data types and descriptions.')])), AutoGenResult(result={'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}, question=\"Summarize the following table: bottoms\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------------|:------|------:|-------:|:----------|:-----------|:-------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:--------|:-------------------------|:----------------------|:----------|:-------------------------------|--------------:|:------------------|\\n| 0 | acid-washed jeans | Blue | False | 1320 | 330 | Blue | Blue | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical0 | 5286 | QaecPktemD3XuFdwy |\\n| 1 | acid-washed jeans | Black | False | 1320 | 330 | Black | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical1 | 11385 | a7HNjgRFkCznkDLLH |\\n| 2 | animal-stripes skirt | Tiger | False | 1100 | 275 | Yellow | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe0 | 9842 | qmtHwBmtJDvtNntTs |\\n| 3 | animal-stripes skirt | Zebra | False | 1100 | 275 | Gray | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe1 | 12067 | 4mDRmSG3scfXh3oon |\\n| 4 | apron skirt | Purple | False | 700 | 175 | White | Purple | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron0 | 5710 | MtsvEMQ9Z9damsycd |\\n| 5 | apron skirt | Blue | False | 700 | 175 | White | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron1 | 8921 | cfzi35RpY8onR3hra |\\n| 6 | apron skirt | Beige | False | 700 | 175 | White | Beige | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron2 | 8922 | AmWS5iMbatqDr2eLs |\\n| 7 | athletic pants | Red | False | 880 | 220 | Red | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey0 | 3311 | iL9vd8DerEEJDJQbA |\\n| 8 | athletic pants | Green | False | 880 | 220 | Green | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey1 | 11295 | Ygp8L2zeem8ECZroK |\\n| 9 | athletic pants | Black | False | 880 | 220 | Black | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey2 | 11296 | 8NcTmEpkckocYvTf2 |\", function_response=FunctionResponse(function=, hypothesis=\"If we summarize the 'bottoms' table, then we will gain an overview of the clothing items it contains, their variations, and other attributes.\", args=[], kwargs={'table_summary': {'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}}, result_data={'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}, result_str=\"{'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}\", validation_criteria=['The summary should explain the purpose of the table.', 'The summary should include key attributes such as clothing names and styles.', 'The summary should mention the source and seasonal availability.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: bottoms', result=True, justification='The summary provides a clear explanation of the purpose of the table, listing the different types of clothing items available, their essential attributes like names and styles, and details about their availability from specific sources.'), criteria_results=[CriterionResult(criterion='The summary should explain the purpose of the table.', result=True, justification='The summary explains that the table contains various types of bottoms available for purchase in the game, indicating its purpose.'), CriterionResult(criterion='The summary should include key attributes such as clothing names and styles.', result=True, justification=\"The summary lists clothing names and mentions styles like 'Simple' and 'Cool,' along with various color variations.\"), CriterionResult(criterion='The summary should mention the source and seasonal availability.', result=True, justification=\"The summary mentions the source as 'Able Sisters' and states that the items are available all year.\")])), AutoGenResult(result={'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}, question='Summarize the following table: construction\\n| | Name | Buy | Category | Source | Filename | Version | Unique Entry ID |\\n|---:|:------------------|-------:|:-----------|:-------------------------------|:------------------------|:----------|:------------------|\\n| 0 | brick bridge | 198000 | Bridge | Resident Services Upgrade | BridgeBricks | 1.0.0 | Rvkrg9tcubTMakcBS |\\n| 1 | iron bridge | 228000 | Bridge | Resident Services Upgrade | BridgeIron | 1.0.0 | RmQ6iiKkFf3Sy4iSQ |\\n| 2 | log bridge | 98000 | Bridge | Resident Services Upgrade | BridgeLog | 1.0.0 | Px55sTfjKSbbMtjAK |\\n| 3 | red zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeRed | 1.0.0 | jTziEHXkeYaugKDQQ |\\n| 4 | stone bridge | 168000 | Bridge | Resident Services Upgrade | BridgeStone | 1.0.0 | JmrwC2tRRCCgbZnrp |\\n| 5 | suspension bridge | 129800 | Bridge | Resident Services Upgrade | BridgeSuspension | 1.0.0 | q52JebMTHDqHJKBba |\\n| 6 | wooden bridge | 168000 | Bridge | Resident Services Upgrade | BridgeWood | 1.0.0 | 7oZ7FMrJEpBLZzsmw |\\n| 7 | zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeJapanese | 1.0.0 | TbKbHzJM8j8ezmAEF |\\n| 8 | basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowAR | 1.0.0 | HrAsZSpm2pRj2u8ad |\\n| 9 | beige basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowGR | 1.0.0 | uF4YeCTGBx4Tawcp8 |', function_response=FunctionResponse(function=, hypothesis='if the table is summarized then it should include the name, purpose, content of the table and column details', args=[], kwargs={'table_summary': {'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}}, result_data={'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}, result_str=\"{'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}\", validation_criteria=[\"summary captures table's overall purpose\", 'all columns are correctly identified', 'summary provides concise content overview']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: construction', result=True, justification='The summary clearly articulates the overall purpose of the table, identifying the types of construction items listed (bridges and doors), their costs, sources, and unique identifiers. Additionally, it provides concise descriptions of each column, ensuring all aspects of the original table are covered.'), criteria_results=[CriterionResult(criterion=\"summary captures table's overall purpose\", result=True, justification='The summary captures the essence of the table by mentioning it lists construction items like bridges and doors, alongside their costs and purposes.'), CriterionResult(criterion='all columns are correctly identified', result=True, justification='All columns from the original table are identified and described accurately, detailing their names, types, and content.'), CriterionResult(criterion='summary provides concise content overview', result=True, justification='The summary succinctly conveys the key information and functionality of the table in a clear manner, making it easy to understand the content.')])), AutoGenResult(result={'table_name': 'dress_up', 'table_summary': \"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of clothing items.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different color or style variants of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the item is available as a DIY recipe.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Sell price of the item.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the item.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the item.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size of the clothing item.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Information on whether the item is available year-round or seasonally.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used as a mannequin piece.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the item.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Stylistic classification of the clothing.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': \"Themes associated with the clothing's labels.\"}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can wear the item.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the item.'}, {'column_name': 'Primary Shape', 'column_type': 'str', 'values_summary': 'Primary form of the clothing item.'}, {'column_name': 'Secondary Shape', 'column_type': 'str', 'values_summary': 'Secondary form of the clothing item.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name related to the clothing item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the table entry.'}]}, question='Summarize the following table: dress_up\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Primary Shape | Secondary Shape | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:------------|:------|------:|-------:|:-----------|:-----------|:-------|:-------------|:--------------------------------------|:------------------------|:------------------|:----------|:--------|:-----------------|:----------------------|:----------|:----------------|:------------------|:-----------------------------------|--------------:|:------------------|\\n| 0 | academy uniform | Navy blue | False | 2080 | 520 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki0 | 2699 | yfbZu5Nj6wtJSnuDW |\\n| 1 | academy uniform | Gray | False | 2080 | 520 | Gray | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki1 | 9016 | zbKRm5Cv5dyiz3y35 |\\n| 2 | academy uniform | Red | False | 2080 | 520 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki2 | 9017 | 3FSAsaikyEjHkLWcM |\\n| 3 | adventure dress | Blue | False | 2800 | 700 | Light blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | fairy tale | True | For sale | Balloon | H | TopsTexOnepieceBalloonHStrangeBlue | 3686 | AQZFR4Bzob9Phsr9R |\\n| 4 | alpinist dress | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean0 | 3168 | rN77JmGnpSNNeQogP |\\n| 5 | alpinist dress | Blue | False | 2520 | 630 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean1 | 8615 | zkWYtfW3WeDbdSQuy |\\n| 6 | alpinist dress | Red | False | 2520 | 630 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean2 | 8616 | TkEkCuYTjTEu38axs |\\n| 7 | alpinist overalls | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean0 | 4443 | vzaWMkA2s7R6SefHa |\\n| 8 | alpinist overalls | Blue | False | 2520 | 630 | Blue | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean1 | 8631 | onM7CM229PHZyRjPd |\\n| 9 | alpinist overalls | Red | False | 2520 | 630 | Red | Pink | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean2 | 8632 | WWbNFkaxwJMGLSBYj |', function_response=FunctionResponse(function=, hypothesis=\"If the table 'dress_up' is summarized, then it will provide information about different clothing items available in varying styles and colors.\", args=[], kwargs={'table_summary': {'table_name': 'dress_up', 'table_summary': \"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of clothing items.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different color or style variants of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the item is available as a DIY recipe.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Sell price of the item.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the item.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the item.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size of the clothing item.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Information on whether the item is available year-round or seasonally.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used as a mannequin piece.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the item.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Stylistic classification of the clothing.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': \"Themes associated with the clothing's labels.\"}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can wear the item.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the item.'}, {'column_name': 'Primary Shape', 'column_type': 'str', 'values_summary': 'Primary form of the clothing item.'}, {'column_name': 'Secondary Shape', 'column_type': 'str', 'values_summary': 'Secondary form of the clothing item.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name related to the clothing item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the table entry.'}]}}, result_data={'table_name': 'dress_up', 'table_summary': \"The 'dress_up' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of clothing items.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different color or style variants of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the item is available as a DIY recipe.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Sell price of the item.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the item.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the item.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size of the clothing item.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Information on whether the item is available year-round or seasonally.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used as a mannequin piece.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the item.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Stylistic classification of the clothing.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': \"Themes associated with the clothing's labels.\"}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can wear the item.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the item.'}, {'column_name': 'Primary Shape', 'column_type': 'str', 'values_summary': 'Primary form of the clothing item.'}, {'column_name': 'Secondary Shape', 'column_type': 'str', 'values_summary': 'Secondary form of the clothing item.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name related to the clothing item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the table entry.'}]}, result_str='{\\'table_name\\': \\'dress_up\\', \\'table_summary\\': \"The \\'dress_up\\' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Names of clothing items.\\'}, {\\'column_name\\': \\'Variation\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Different color or style variants of each clothing item.\\'}, {\\'column_name\\': \\'DIY\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item is available as a DIY recipe.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price of the item.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Sell price of the item.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary color of the item.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color of the item.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Size of the clothing item.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Source from where the item can be obtained.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Notes about item availability.\\'}, {\\'column_name\\': \\'Seasonal Availability\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Information on whether the item is available year-round or seasonally.\\'}, {\\'column_name\\': \\'Mannequin Piece\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item can be used as a mannequin piece.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Version information for the item.\\'}, {\\'column_name\\': \\'Style\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Stylistic classification of the clothing.\\'}, {\\'column_name\\': \\'Label Themes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Themes associated with the clothing\\'s labels.\"}, {\\'column_name\\': \\'Villager Equippable\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if villagers can wear the item.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog status of the item.\\'}, {\\'column_name\\': \\'Primary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary form of the clothing item.\\'}, {\\'column_name\\': \\'Secondary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary form of the clothing item.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File name related to the clothing item.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the item.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique identifier for the table entry.\\'}]}', validation_criteria=[\"The table name is correctly identified as 'dress_up'.\", 'The summary encapsulates the main purpose and content of the table in 3 sentences max.', 'The columns of the table are correctly listed with their respective names and types.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: dress_up', result=True, justification=\"The summary succinctly captures the essence of the 'dress_up' table, accurately describing the purpose, structure, and types of data it holds while adhering to the specified length.\"), criteria_results=[CriterionResult(criterion=\"The table name is correctly identified as 'dress_up'.\", result=True, justification=\"The summary distinctly states that the table is named 'dress_up'.\"), CriterionResult(criterion='The summary encapsulates the main purpose and content of the table in 3 sentences max.', result=True, justification='The summary is composed of three sentences that effectively communicate the content and purpose of the table.'), CriterionResult(criterion='The columns of the table are correctly listed with their respective names and types.', result=True, justification='The summary provides a comprehensive list of the columns alongside their names and data types, correctly reflecting the structure of the original table.')])), AutoGenResult(result={'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}, question='Summarize the following table: fencing\\n| | Name | DIY | Stack Size | Buy | Sell | Source | Source Notes | Version | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------|-------------:|:------|-------:|:---------|:---------------|:----------|:------------------------|--------------:|:------------------|\\n| 0 | bamboo lattice fence | True | 50 | NFS | 960 | Crafting | | 1.0.0 | ItemFenceBamboo | 3403 | XaLnmQsQ47HfHQ9g5 |\\n| 1 | barbed-wire fence | True | 50 | NFS | 1980 | Crafting | | 1.0.0 | ItemFenceBarbedWire | 5213 | dNgibaR9jFqaDwuDZ |\\n| 2 | brick fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceWallRenga | 3080 | WAzanA7e5MREzJdMh |\\n| 3 | Bunny Day fence | True | 50 | NFS | 2400 | Crafting | | 1.1.0a | ItemFenceEgg | 12630 | CLQGhAfSNykpxrh3a |\\n| 4 | corral fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceHorizontalWood | 4349 | rqwqYy7Aphvh5zBSA |\\n| 5 | country fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceLog | 4350 | twwkbWJ8YsoJEy3j8 |\\n| 6 | hedge | True | 50 | NFS | 55 | Crafting | | 1.2.0 | ItemFenceIkegaki | 12758 | TphLYSh2MdogHdheg |\\n| 7 | imperial fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceChinese | 4354 | fHqt7TXfbhfKnPbwG |\\n| 8 | iron fence | True | 50 | NFS | 4500 | Crafting | | 1.0.0 | ItemFenceSteel | 4357 | RL5hL24NbwzE7zv3R |\\n| 9 | iron-and-stone fence | True | 50 | NFS | 3150 | Crafting | | 1.0.0 | ItemFenceIronAndStone | 5206 | kjSa4R6JQz2DtWQ2C |', function_response=FunctionResponse(function=, hypothesis='If I summarize the fencing table, then I will capture its main purpose and describe the content effectively.', args=[], kwargs={'table_summary': {'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}}, result_data={'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}, result_str=\"{'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}\", validation_criteria=['The summary should clearly state the purpose of the table.', 'The columns within the table must be listed correctly.', 'The summary of each column must accurately represent its content.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: fencing', result=True, justification=\"The summary provides a clear explanation of the table's purpose and describes its content effectively. Additionally, it accurately lists and summarizes each column's attributes.\"), criteria_results=[CriterionResult(criterion='The summary should clearly state the purpose of the table.', result=True, justification='The summary explains that the table contains information about various types of fences available for crafting, serving as a guide for players.'), CriterionResult(criterion='The columns within the table must be listed correctly.', result=True, justification='All table columns are listed accurately with appropriate names and types.'), CriterionResult(criterion='The summary of each column must accurately represent its content.', result=True, justification=\"Each column's summary accurately reflects the content as per the original table.\")])), AutoGenResult(result={'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}, question='Summarize the following table: fish\\n| | # | Name | Sell | Where/How | Shadow | Total Catches to Unlock | Spawn Rates | Rain/Snow Catch Up | NH Jan | NH Feb | NH Mar | NH Apr | NH May | NH Jun | NH Jul | NH Aug | NH Sep | NH Oct | NH Nov | NH Dec | SH Jan | SH Feb | SH Mar | SH Apr | SH May | SH Jun | SH Jul | SH Aug | SH Sep | SH Oct | SH Nov | SH Dec | Color 1 | Color 2 | Size | Lighting Type | Icon Filename | Critterpedia Filename | Furniture Filename | Internal ID | Unique Entry ID |\\n|---:|----:|:----------------|-------:|:------------|:---------|--------------------------:|:--------------|:---------------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:-----------|:----------|:-------|:----------------|:----------------|:------------------------|:---------------------|--------------:|:------------------|\\n| 0 | 56 | anchovy | 200 | Sea | Small | 0 | 2–5 | False | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | Blue | Red | 1x1 | No lighting | Fish81 | FishAntyobi | FtrFishAntyobi | 4201 | LzuWkSQP55uEpRCP5 |\\n| 1 | 36 | angelfish | 3000 | River | Small | 20 | 2–5 | False | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | Yellow | Black | 1x1 | Fluorescent | Fish30 | FishAngelfish | FtrFishAngelfish | 2247 | XTCFCk2SiuY5YXLZ7 |\\n| 2 | 44 | arapaima | 10000 | River | XX-Large | 50 | 1 | True | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Black | Blue | 3x2 | No lighting | Fish36 | FishPiraruku | FtrFishPiraruku | 2253 | mZy4BES54bqwi97br |\\n| 3 | 41 | arowana | 10000 | River | Large | 50 | 1–2 | False | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Yellow | Black | 2x1 | Fluorescent | Fish33 | FishArowana | FtrFishArowana | 2250 | F68AvCaqddBJL7ZSN |\\n| 4 | 58 | barred knifejaw | 5000 | Sea | Medium | 20 | 3–5 | False | NA | NA | All day | All day | All day | All day | All day | All day | All day | All day | All day | NA | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | All day | White | Black | 1x1 | Fluorescent | Fish47 | FishIshidai | FtrFishIshidai | 2265 | X3R9SFSAaDzBF4fE3 |\\n| 5 | 79 | barreleye | 15000 | Sea | Small | 100 | 1 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | Black | Black | 1x1 | Fluorescent | Fish84 | FishDemenigisu | FtrFishDemenigisu | 4204 | BpqTa4zmTjv3Nm4wE |\\n| 6 | 37 | betta | 2500 | River | Small | 20 | 1–4 | False | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | Light blue | Black | 1x1 | Fluorescent | Fish77 | FishBeta | FtrFishBeta | 4191 | 7QcQXzwZoNGiNA94k |\\n| 7 | 1 | bitterling | 900 | River | X-Small | 0 | 12–17 | False | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | All day | All day | All day | All day | All day | NA | NA | NA | Light blue | Blue | 1x1 | No lighting | Fish0 | FishTanago | FtrFishTanago | 2215 | Drj6eLRBgg4T9KhNx |\\n| 8 | 22 | black bass | 400 | River | Large | 0 | 4–12 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Green | Black | 1x1 | Fluorescent | Fish19 | FishBlackbass | FtrFishBlackbass | 2234 | wAZvfTca7GyaTtLcQ |\\n| 9 | 54 | blowfish | 5000 | Sea | Medium | 20 | 5 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | Beige | Black | 1x1 | Fluorescent | Fish73 | FishFugu | FtrFishFugu | 2262 | aDsmTcByApycafxTa |', function_response=FunctionResponse(function=, hypothesis='Summarizing the fish table will provide a clear overview of the fish types, their characteristics, and catching details.', args=[], kwargs={'table_summary': {'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}}, result_data={'table_name': 'fish', 'table_summary': 'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.', 'columns': [{'column_name': '#', 'column_type': 'number', 'values_summary': 'Entry number of the fish.'}, {'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The common name of the fish.'}, {'column_name': 'Sell', 'column_type': 'number', 'values_summary': 'The selling price of the fish in the game.'}, {'column_name': 'Where/How', 'column_type': 'string', 'values_summary': 'The habitat where the fish can be found.'}, {'column_name': 'Shadow', 'column_type': 'string', 'values_summary': 'The size of the shadow the fish casts in the water.'}, {'column_name': 'Total Catches to Unlock', 'column_type': 'number', 'values_summary': 'Number of catches required to unlock specific rewards.'}, {'column_name': 'Spawn Rates', 'column_type': 'string', 'values_summary': \"Information about the fish's spawn rates.\"}, {'column_name': 'Rain/Snow Catch Up', 'column_type': 'boolean', 'values_summary': 'Indicates if the fish can be caught during rain or snow.'}, {'column_name': 'NH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Northern Hemisphere.'}, {'column_name': 'NH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Northern Hemisphere.'}, {'column_name': 'NH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Northern Hemisphere.'}, {'column_name': 'NH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Northern Hemisphere.'}, {'column_name': 'NH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Northern Hemisphere.'}, {'column_name': 'NH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Northern Hemisphere.'}, {'column_name': 'NH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Northern Hemisphere.'}, {'column_name': 'NH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Northern Hemisphere.'}, {'column_name': 'NH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Northern Hemisphere.'}, {'column_name': 'NH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Northern Hemisphere.'}, {'column_name': 'NH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Northern Hemisphere.'}, {'column_name': 'NH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Northern Hemisphere.'}, {'column_name': 'SH Jan', 'column_type': 'string', 'values_summary': 'Availability in January in the Southern Hemisphere.'}, {'column_name': 'SH Feb', 'column_type': 'string', 'values_summary': 'Availability in February in the Southern Hemisphere.'}, {'column_name': 'SH Mar', 'column_type': 'string', 'values_summary': 'Availability in March in the Southern Hemisphere.'}, {'column_name': 'SH Apr', 'column_type': 'string', 'values_summary': 'Availability in April in the Southern Hemisphere.'}, {'column_name': 'SH May', 'column_type': 'string', 'values_summary': 'Availability in May in the Southern Hemisphere.'}, {'column_name': 'SH Jun', 'column_type': 'string', 'values_summary': 'Availability in June in the Southern Hemisphere.'}, {'column_name': 'SH Jul', 'column_type': 'string', 'values_summary': 'Availability in July in the Southern Hemisphere.'}, {'column_name': 'SH Aug', 'column_type': 'string', 'values_summary': 'Availability in August in the Southern Hemisphere.'}, {'column_name': 'SH Sep', 'column_type': 'string', 'values_summary': 'Availability in September in the Southern Hemisphere.'}, {'column_name': 'SH Oct', 'column_type': 'string', 'values_summary': 'Availability in October in the Southern Hemisphere.'}, {'column_name': 'SH Nov', 'column_type': 'string', 'values_summary': 'Availability in November in the Southern Hemisphere.'}, {'column_name': 'SH Dec', 'column_type': 'string', 'values_summary': 'Availability in December in the Southern Hemisphere.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The main color of the fish.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'The secondary color of the fish.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'The size classification of the fish.'}, {'column_name': 'Lighting Type', 'column_type': 'string', 'values_summary': 'The type of lighting if applicable.'}, {'column_name': 'Icon Filename', 'column_type': 'string', 'values_summary': 'The icon file name for the fish.'}, {'column_name': 'Critterpedia Filename', 'column_type': 'string', 'values_summary': 'The critterpedia entry file name for the fish.'}, {'column_name': 'Furniture Filename', 'column_type': 'string', 'values_summary': 'The furniture file name related to the fish.'}, {'column_name': 'Internal ID', 'column_type': 'number', 'values_summary': 'The internal ID of the fish.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'The unique entry identifier.'}]}, result_str='{\\'table_name\\': \\'fish\\', \\'table_summary\\': \\'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.\\', \\'columns\\': [{\\'column_name\\': \\'#\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Entry number of the fish.\\'}, {\\'column_name\\': \\'Name\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The common name of the fish.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The selling price of the fish in the game.\\'}, {\\'column_name\\': \\'Where/How\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The habitat where the fish can be found.\\'}, {\\'column_name\\': \\'Shadow\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size of the shadow the fish casts in the water.\\'}, {\\'column_name\\': \\'Total Catches to Unlock\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Number of catches required to unlock specific rewards.\\'}, {\\'column_name\\': \\'Spawn Rates\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \"Information about the fish\\'s spawn rates.\"}, {\\'column_name\\': \\'Rain/Snow Catch Up\\', \\'column_type\\': \\'boolean\\', \\'values_summary\\': \\'Indicates if the fish can be caught during rain or snow.\\'}, {\\'column_name\\': \\'NH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The main color of the fish.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The secondary color of the fish.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size classification of the fish.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The type of lighting if applicable.\\'}, {\\'column_name\\': \\'Icon Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The icon file name for the fish.\\'}, {\\'column_name\\': \\'Critterpedia Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The critterpedia entry file name for the fish.\\'}, {\\'column_name\\': \\'Furniture Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The furniture file name related to the fish.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The internal ID of the fish.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The unique entry identifier.\\'}]}', validation_criteria=['The summary should capture the purpose of the table.', 'It should include key characteristics such as the name of the fish, selling price, and habitat.', 'It should also mention relevant information such as spawning times and colors.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: fish', result=True, justification='The summary provides an appropriate overview of the purpose of the table, detailing the types of fish, their characteristics, and relevant details such as selling price, habitat, and seasonal availability.'), criteria_results=[CriterionResult(criterion='The summary should capture the purpose of the table.', result=True, justification='The summary clearly outlines that the table contains detailed information on various fish types and their characteristics.'), CriterionResult(criterion='It should include key characteristics such as the name of the fish, selling price, and habitat.', result=True, justification='The summary includes these key characteristics as part of the main content and column descriptions.'), CriterionResult(criterion='It should also mention relevant information such as spawning times and colors.', result=True, justification='The summary mentions the availability of fish in different months, which relates to spawning times, and includes details about their colors.')])), AutoGenResult(result={'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}, question=\"Summarize the following table: floors\\n| | Name | VFX | DIY | Buy | Sell | Color 1 | Color 2 | Miles Price | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | Tag | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------------|:------|:------|:------|-------:|:-----------|:-----------|:--------------|:--------------|:---------------|:----------|:----------------|:----------------|:-------------|:---------------|:-------------|:-------------------------|--------------:|:------------------|\\n| 0 | aqua tile flooring | False | False | 900 | 225 | Light blue | Light blue | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTile01 | 5036 | JmNGqRhEow3PH7bgk |\\n| 1 | arabesque flooring | False | False | 2120 | 530 | Black | Gray | NA | Nook's Cranny | | 1.0.0 | expensive | living room | None | Cloth Floors | For sale | RoomTexFloorArabesque00 | 4953 | 4dabyuetmZD5dDdCH |\\n| 2 | arched-brick flooring | False | False | 1100 | 275 | Brown | Brown | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Arched Brick | For sale | RoomTexFloorArchBrick00 | 4998 | CSPoYJzCnzWjqWrj5 |\\n| 3 | argyle tile flooring | False | False | 1750 | 437 | White | Beige | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTileWood00 | 4994 | BH8PqRSou2XjQ8ppQ |\\n| 4 | artsy parquet flooring | False | False | 1800 | 450 | Beige | Beige | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Simple Parquet | For sale | RoomTexFloorParquetArt00 | 5232 | fbfCzw546bWEF95Aq |\\n| 5 | backyard lawn | False | True | NFS | 600 | Green | Green | NA | Crafting | | 1.0.0 | garden | None | None | Grassland | Not for sale | RoomTexFloorLawn00 | 4979 | kANgKb2s4a6pMSjnd |\\n| 6 | bamboo flooring | False | True | NFS | 2400 | Green | Beige | NA | Crafting | | 1.0.0 | zen-style | None | bamboo | Nature - Green | Not for sale | RoomTexFloorBamboo00 | 4964 | gMeLjZdPobbrt58sT |\\n| 7 | basement flooring | False | True | NFS | 1500 | Gray | Gray | NA | Crafting | | 1.0.0 | horror | facility | None | Stone Floors | Not for sale | RoomTexFloorBasement00 | 4797 | DgaMSqGEyko87dD3H |\\n| 8 | beige desert-tile flooring | False | False | 2100 | 525 | Beige | White | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Morocco | For sale | RoomTexFloorMorocco00 | 4965 | yhH3pNWq8L8j48tHW |\\n| 9 | berry-chocolates flooring | False | False | 3000 | 750 | Pink | Pink | NA | Saharah | | 1.0.0 | fancy | None | None | Chocolate | Not for sale | RoomTexFloorChocolate02 | 5053 | E7Mfi6saTnBEgW6o8 |\", function_response=FunctionResponse(function=, hypothesis='The summary will categorize the types and attributes of flooring in the provided table, identifying their selling points and distinguishing features.', args=[], kwargs={'table_summary': {'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}}, result_data={'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}, result_str=\"{'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}\", validation_criteria=['The summary covers the purpose of the table.', 'The columns in the summary accurately represent those in the table.', 'The values for the columns are summarized correctly.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: floors', result=True, justification='The summary covers the main aspects of the table, including the purpose of the table and details about the flooring options.'), criteria_results=[CriterionResult(criterion='The summary covers the purpose of the table.', result=True, justification='The summary accurately describes the purpose, which is to provide information about different flooring options.'), CriterionResult(criterion='The columns in the summary accurately represent those in the table.', result=True, justification='The summary includes all relevant columns and their types from the original table.'), CriterionResult(criterion='The values for the columns are summarized correctly.', result=True, justification='The values provided in the column summaries faithfully represent the respective categories and purpose in the source data.')])), AutoGenResult(result={'table_name': 'fossils', 'table_summary': 'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of fossil names.'}, {'column_name': 'Buy', 'column_type': 'str', 'values_summary': \"Indicates the buying conditions, all are 'NFS'.\"}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling prices for each fossil.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary colors of the fossils.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary colors of the fossils.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': \"Dimensions of the fossils represented as 'x' size format.\"}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Indicates the source of the fossils.'}, {'column_name': 'Museum', 'column_type': 'str', 'values_summary': 'Museum location associated with the fossils.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Versioning information for the table.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Interaction status of the fossils, all are false.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': \"Availability status of fossils, all indicated as 'Not for sale'.\"}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File references associated with each fossil.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifiers for the fossils.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique entry identifiers for tracking.'}]}, question='Summarize the following table: fossils\\n| | Name | Buy | Sell | Color 1 | Color 2 | Size | Source | Museum | Version | Interact | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------|:------|-------:|:----------|:----------|:-------|:------------------|:---------|:----------|:-----------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | acanthostega | NFS | 2000 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilFirstFourLegs | 4664 | LQkRP3kBn3T2jBboF |\\n| 1 | amber | NFS | 1200 | Yellow | Yellow | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmber | 294 | ANAhATcHWvAGEhRnt |\\n| 2 | ammonite | NFS | 1100 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmmonoidea | 295 | ojNKnr4YRrmPi2gPo |\\n| 3 | ankylo skull | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusA | 169 | QQjxKmQ8Aac9cSoM2 |\\n| 4 | ankylo tail | NFS | 2500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusC | 171 | wLWBm2R727RC3qSL2 |\\n| 5 | ankylo torso | NFS | 3000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusB | 170 | 5QNzf5buPckabN6cR |\\n| 6 | anomalocaris | NFS | 2000 | Black | Gray | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAnomalocaris | 4651 | TYX964LM2tNZ3SYKC |\\n| 7 | archaeopteryx | NFS | 1300 | Beige | Brown | 1x1 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchaeopteryx | 298 | ky9pkmc2fmK9thuFH |\\n| 8 | archelon skull | NFS | 4000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonA | 177 | cYZhXfyNiqZy2hgeM |\\n| 9 | archelon tail | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonB | 178 | CtosFxKjG5nzLGi4t |', function_response=FunctionResponse(function=, hypothesis='If I summarize the fossils table, then I will get an overview of its content and structure.', args=[], kwargs={'table_summary': {'table_name': 'fossils', 'table_summary': 'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of fossil names.'}, {'column_name': 'Buy', 'column_type': 'str', 'values_summary': \"Indicates the buying conditions, all are 'NFS'.\"}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling prices for each fossil.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary colors of the fossils.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary colors of the fossils.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': \"Dimensions of the fossils represented as 'x' size format.\"}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Indicates the source of the fossils.'}, {'column_name': 'Museum', 'column_type': 'str', 'values_summary': 'Museum location associated with the fossils.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Versioning information for the table.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Interaction status of the fossils, all are false.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': \"Availability status of fossils, all indicated as 'Not for sale'.\"}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File references associated with each fossil.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifiers for the fossils.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique entry identifiers for tracking.'}]}}, result_data={'table_name': 'fossils', 'table_summary': 'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of fossil names.'}, {'column_name': 'Buy', 'column_type': 'str', 'values_summary': \"Indicates the buying conditions, all are 'NFS'.\"}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling prices for each fossil.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary colors of the fossils.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary colors of the fossils.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': \"Dimensions of the fossils represented as 'x' size format.\"}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Indicates the source of the fossils.'}, {'column_name': 'Museum', 'column_type': 'str', 'values_summary': 'Museum location associated with the fossils.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Versioning information for the table.'}, {'column_name': 'Interact', 'column_type': 'bool', 'values_summary': 'Interaction status of the fossils, all are false.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': \"Availability status of fossils, all indicated as 'Not for sale'.\"}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File references associated with each fossil.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique internal identifiers for the fossils.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique entry identifiers for tracking.'}]}, result_str='{\\'table_name\\': \\'fossils\\', \\'table_summary\\': \\'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).\\', \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'List of fossil names.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Indicates the buying conditions, all are \\'NFS\\'.\"}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling prices for each fossil.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary colors of the fossils.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary colors of the fossils.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Dimensions of the fossils represented as \\'x\\' size format.\"}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Indicates the source of the fossils.\\'}, {\\'column_name\\': \\'Museum\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Museum location associated with the fossils.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Versioning information for the table.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Interaction status of the fossils, all are false.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Availability status of fossils, all indicated as \\'Not for sale\\'.\"}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File references associated with each fossil.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifiers for the fossils.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique entry identifiers for tracking.\\'}]}', validation_criteria=['Summary should be concise and not exceed three sentences', 'Columns should be listed correctly', 'Data types of columns should reflect their respective values']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='Summarize the following table: fossils', result=True, justification='The summary is concise and provides a clear overview of the fossils table, including a description of its content and the specific columns with their data types and a brief explanation.'), criteria_results=[CriterionResult(criterion='Summary should be concise and not exceed three sentences', result=True, justification='The summary is concise and consists of three sentences that effectively capture the content of the table.'), CriterionResult(criterion='Columns should be listed correctly', result=True, justification='All columns from the provided table are accurately represented in the summary with their respective names.'), CriterionResult(criterion='Data types of columns should reflect their respective values', result=True, justification='The summarized columns indicate the correct data types based on the original table values.')]))]\n", + "[{'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nHypothesis:\\nIf I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.\\nParameters:\\nquery: SELECT name FROM sqlite_master WHERE type='table';\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nWhat are the different possible sizes of fish?\\nHypothesis:\\nIf I execute a query to retrieve fish sizes from the database, then I will receive different sizes that fish can have.\\nParameters:\\nquery: SELECT DISTINCT Size FROM fish;\\nResult:\\n| | Size |\\n|---:|:-------|\\n| 0 | 2x2 |\\n| 1 | 1x1 |\\n| 2 | 2x1 |\\n| 3 | 3x2 |\\n'}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n'}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nWhat are the different possible sizes of fish?\\nResult:\\n| | Size |\\n|---:|:-------|\\n| 0 | 2x2 |\\n| 1 | 1x1 |\\n| 2 | 2x1 |\\n| 3 | 3x2 |\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: accessories\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Type | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:----------------------|:------------|:------|:------|-------:|:-----------|:----------|:-------|:--------------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:---------|:------------------------------|:----------------------------|:----------------------|:-------------|:--------------------------|--------------:|:------------------|\\n| 0 | 3D glasses | White | False | 490 | 122 | White | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed0 | 4463 | FNxEraBTeWRiCvtFu |\\n| 1 | 3D glasses | Black | False | 490 | 122 | Black | Colorful | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Active | party | AccessoryEye | True | For sale | AccessoryGlassThreed1 | 11020 | mM9SXPCcGPfPJAmtm |\\n| 2 | bandage | Beige | False | 140 | 35 | Beige | White | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Active | outdoorsy; comfy; sporty | AccessoryMouth | False | For sale | AccessoryMouthBandageSkin | 4677 | 2qFT5iPkk8bREvpkj |\\n| 3 | beak | Yellow | False | 490 | 122 | Yellow | Yellow | 1x1 | NA | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Cute | fairy tale; party; theatrical | AccessoryMouthInvisibleNose | False | For sale | AccessoryMouthBeakYellow | 3549 | T5CpsJi4xBSachNL5 |\\n| 4 | birthday shades | Yellow | False | NFS | 620 | Yellow | Red | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday0 | 4510 | S6CiB9ZvzBTMhEnDz |\\n| 5 | birthday shades | Pink | False | NFS | 620 | Pink | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday1 | 11217 | g3MPcmAKM4z5h8KYX |\\n| 6 | birthday shades | Red | False | NFS | 620 | Red | Pink | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday2 | 11218 | ojXoAAj8Bs2XgRiWB |\\n| 7 | birthday shades | Blue | False | NFS | 620 | Light blue | Green | 1x1 | NA | Birthday | | All Year | False | 1.0.0 | Gorgeous | party | AccessoryEye | True | Not for sale | AccessoryGlassBirthday3 | 11219 | Yr9mRJaZM44554oTS |\\n| 8 | bottom-rimmed glasses | Red | False | 1100 | 275 | Red | Red | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose0 | 4597 | ZHqtvcoqqDpJLf9Pc |\\n| 9 | bottom-rimmed glasses | Purple | False | 1100 | 275 | Purple | Purple | 1x1 | NA | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | everyday; comfy; work | AccessoryEye | True | For sale | AccessoryGlassLoose1 | 11081 | akRhFD3qeJEPM7WiD |\\nResult:\\n{'table_name': 'accessories', 'table_summary': 'This table lists various accessories available for purchase, including details such as name, variation, and price. Each entry includes specifics on source, seasonal availability, and whether the accessory is equippable by villagers. The accessories vary in type, style, and color, catering to different themes, such as party or everyday use.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'List of accessory names available.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations for each accessory.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price in bells for purchasing the accessory.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the accessory.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the accessory.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the accessory.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the accessory.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price, if applicable, in Nook Miles.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the accessory can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates when the accessory is available.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the accessory can be used with mannequins.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version information for the accessory.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style category of the accessory.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the accessory.'}, {'column_name': 'Type', 'column_type': 'str', 'values_summary': 'Type classification of the accessory.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the accessory.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Indicates if the accessory is listed for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File identifier for the accessory.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Unique identifier for internal reference.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for table entries.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: achievements\\n| | Name | Award Criteria | # | Internal ID | Internal Name | Internal Category | Num of Tiers | Tier 1 | Tier 2 | Tier 3 | Tier 4 | Tier 5 | Reward Tier 1 | Reward Tier 2 | Reward Tier 3 | Reward Tier 4 | Reward Tier 5 | Reward Tier 6 | Sequential | Version | Unique Entry ID |\\n|---:|:------------------------|:---------------------------------------------------------------------|----:|--------------:|:------------------|:--------------------|---------------:|---------:|---------:|---------:|---------:|---------:|----------------:|----------------:|----------------:|----------------:|----------------:|----------------:|:-------------|:----------|:------------------|\\n| 0 | (island name) Miles! | Awarded when Nook Miles program is first unlocked | 1 | 53 | ImmigratetoIsland | Event | 1 | 1 | 0 | 0 | 0 | 0 | 500 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | QvQq6d4qJgCiBkMLX |\\n| 1 | Angling for Perfection! | Number of total fish caught | 2 | 0 | CatchFish | Fish | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | wkj9WzycBpxtq6CDG |\\n| 2 | Island Ichthyologist | Number of unique fish caught | 3 | 3 | FillFishList | Fish | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | Ajpkv8wXcZLqM8bMT |\\n| 3 | Island Togetherness | Number of days in which you've talked to every one of your villagers | 4 | 68 | GreetAllVillager | Communication | 5 | 1 | 10 | 20 | 30 | 50 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | syoxyxWL7ymwpKpGN |\\n| 4 | You've Got the Bug | Number of total bugs caught | 5 | 1 | CatchInsect | Insect | 5 | 10 | 100 | 500 | 2000 | 5000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | weJ4f9MDdBuzLBrBM |\\n| 5 | Bugs Don't Bug Me | Number of unique bugs caught | 6 | 4 | FillInsectList | Insect | 5 | 10 | 20 | 40 | 60 | 80 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | ttRSm74XC4MzSHgnX |\\n| 6 | Have a Nice DIY! | Number of DIY recipes collected | 7 | 55 | FillRecipeList | DIY | 5 | 10 | 50 | 100 | 150 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | fsanquagmfwNCY8wW |\\n| 7 | DIY Tools | Number of tools you've crafted | 8 | 72 | DIYTool | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | 6k5CnRgbm55m93jMT |\\n| 8 | DIY Furniture | Number of furniture pieces you've crafted | 9 | 73 | DIYFurniture | DIY | 5 | 5 | 50 | 200 | 1000 | 3000 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | TprrYjwsCvZbDdcvK |\\n| 9 | Furniture Freshener | Number of times you've customized furniture at a workbench | 10 | 14 | RemakeFurniture | DIY | 5 | 5 | 20 | 50 | 100 | 200 | 300 | 500 | 1000 | 2000 | 3000 | 0 | True | 1.0.0 | viHJXo8XB8C3h259Q |\\nResult:\\n{'table_name': 'achievements', 'table_summary': 'The achievements table lists various awards that players can unlock in a game, along with the criteria needed to earn each award. Each entry consists of unique identifiers, categories, tiers for progress, and corresponding rewards based on the number of tasks completed. This table assists players in tracking their accomplishments and understanding the requirements to achieve higher tiers of rewards.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of various achievements awarded in the game'}, {'column_name': 'Award Criteria', 'column_type': 'str', 'values_summary': 'Criteria required to earn each achievement'}, {'column_name': 'Num of Tiers', 'column_type': 'int', 'values_summary': 'Total number of progressive tiers for each achievement'}, {'column_name': 'Tier 1', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 1'}, {'column_name': 'Tier 2', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 2'}, {'column_name': 'Tier 3', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 3'}, {'column_name': 'Tier 4', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 4'}, {'column_name': 'Tier 5', 'column_type': 'int', 'values_summary': 'Tasks needed to achieve Level 5'}, {'column_name': 'Reward Tier 1', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 1'}, {'column_name': 'Reward Tier 2', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 2'}, {'column_name': 'Reward Tier 3', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 3'}, {'column_name': 'Reward Tier 4', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 4'}, {'column_name': 'Reward Tier 5', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 5'}, {'column_name': 'Reward Tier 6', 'column_type': 'int', 'values_summary': 'Rewards associated with achieving Level 6'}, {'column_name': 'Sequential', 'column_type': 'bool', 'values_summary': 'Indicates whether the achievement is sequential'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the achievement record'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'A unique identifier for each achievement entry.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: art\\n| | Name | Genuine | Category | Buy | Sell | Color 1 | Color 2 | Size | Real Artwork Title | Artist | Museum Description | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | HHA Set | Interact | Tag | Speaker Type | Lighting Type | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:----------|:--------------|------:|-------:|:----------|:----------|:-------|:------------------------------------------|:----------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------|:---------------|:----------|:----------------|:----------------|:-------------|:----------|:-----------|:----------|:--------------------|:----------------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | academic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianMan | 12619 | xfTf9sfyLkxHQEz4u |\\n| 1 | academic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x1 | Vitruvian Man | Leonardo da Vinci, circa 1487, Pen and ink on paper | This drawing is based on the \"ideal\" human-body ratio, as stated in \"De architectura.\" \"De architectura\" was a treatise by Vitruvius, an architect from the early 1st century BCE. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtVitruvianManFake | 12620 | 5KNFAo3LkdTTJPQkd |\\n| 2 | amazing painting | True | Wall-mounted | 4980 | 1245 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatch | 56 | Sg6MCSG3m9tvjGWoj |\\n| 3 | amazing painting | False | Wall-mounted | 4980 | 0 | None | None | 2x2 | The Night Watch | Rembrandt van Rijn, 1642, Oil on canvas | This masterpiece, painted by 17th century Dutch artist Rembrandt, depicts a military gathering. At the time, portraits usually showed their subjects standing still. So this was a leap forward in technique. For many years, art scholars thought the painting was set at night, but a restoration revealed a dark varnish. We can now see the dynamic poses and lighting as they were meant to be seen—in the daytime! | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtNightWatchFake | 55 | vc2Ebu4Pkn443zYiN |\\n| 4 | ancient statue | True | Miscellaneous | 4980 | 1245 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguu | 1337 | zpAsguge9Yb29ksjS |\\n| 5 | ancient statue | False | Miscellaneous | 4980 | 0 | None | None | 1x1 | Jōmon Period \"Dogū\" Figurine Shakōki-dogū | Artist Unknown, 1000-400 BCE, Fired pottery | A mysterious, riveting doll made from kneaded, unglazed dirt during the Jōmon period. Its large round eyes resemble goggles that intercept light, so its name should come as no surprise. \"Shakōki\" means \"light-intercepting goggles,\" and a dogū is a small animal figurine. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureDoguuFake | 1338 | fXbsrcXirg6miBoqT |\\n| 6 | basic painting | True | Wall-mounted | 4980 | 1245 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | facility | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoy | 14 | Xhn8ZjtbdZeET3NXR |\\n| 7 | basic painting | False | Wall-mounted | 4980 | 0 | None | None | 1x2 | The Blue Boy | Thomas Gainsborough, 1770, Oil on canvas | Gainsborough was known for his innovative use of colors in his traditional portraits, like this one. Although he preferred painting landscapes, his portraits would be the defining work of his career. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Picture | Does not play music | No lighting | Not for sale | FtrArtBlueBoyFake | 13 | o4px7Mx9g2Zk6NHvC |\\n| 8 | beautiful statue | True | Housewares | 4980 | 1245 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | expensive | folk art | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMilo | 1341 | iscap6FsmDZdNP5dw |\\n| 9 | beautiful statue | False | Housewares | 4980 | 0 | None | None | 1x1 | Venus de Milo | Artist Unknown, circa 130 BCE, Marble | A statue of the Roman goddess of love and beauty, Venus was found on the island of Milos. This beautiful sculpture makes many wonder what her original pose might have been. | Jolly Redd\\'s Treasure Trawler | | 1.2.0 | horror | None | None | None | False | Sculpture | Does not play music | No lighting | Not for sale | FtrSculptureMiloFake | 1342 | w9vrMbhJNj6JHkznu |\\nResult:\\n{\\'table_name\\': \\'art\\', \\'table_summary\\': \"The table provides information about various artworks, detailing characteristics such as authenticity, category, pricing, title, artist, and descriptions. It includes both genuine and fake items, highlighting their significance in art history and collection. Each entry describes the artwork\\'s aesthetics, historical context, and museum source.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Various names of artworks and sculptures.\\'}, {\\'column_name\\': \\'Genuine\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates whether the artwork is genuine (True) or fake (False).\\'}, {\\'column_name\\': \\'Category\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Categories indicate the type of artwork such as painting or sculpture.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price in currency.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling price or zero if not for sale.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Main color description (if applicable).\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color description (if applicable).\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Dimensions of the artwork.\\'}, {\\'column_name\\': \\'Real Artwork Title\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'The actual title of the artwork.\\'}, {\\'column_name\\': \\'Artist\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Name of the artist associated with the artwork.\\'}, {\\'column_name\\': \\'Museum Description\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'A brief background or description provided by the museum.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Reference to where the artwork is sourced from.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Any notes relevant to the source.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Denotes the version of the artwork in the collection.\\'}, {\\'column_name\\': \\'HHA Concept 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'First concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Concept 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Second concept classification from the HHA system.\\'}, {\\'column_name\\': \\'HHA Series\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Series classification for the artwork.\\'}, {\\'column_name\\': \\'HHA Set\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Set classification of the artwork.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the artwork has an interactive feature.\\'}, {\\'column_name\\': \\'Tag\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Tag designation for the artwork.\\'}, {\\'column_name\\': \\'Speaker Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Describes the type of speaker associated with the artwork.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Type of lighting the artwork features.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog number or identifier.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Filename for the associated image or document.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the artwork.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Global unique identifier for the entry.\\'}]}\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: bags\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Miles Price | Source | Source Notes | Seasonal Availability | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------------|:------------|:------|:------|-------:|:-----------|:-----------|:-------|:--------------|:---------|:---------------|:------------------------|:----------|:--------|:------------------------------|:----------------------|:-------------|:---------------------------|--------------:|:------------------|\\n| 0 | acorn pochette | Brown | True | NFS | 2400 | Brown | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderAcorn0 | 7492 | XiC7bNzTBAdb8zWwr |\\n| 1 | basket pack | Green | True | NFS | 2400 | Green | Green | 1x1 | NA | Crafting | | All Year | 1.0.0 | Simple | outdoorsy; work | False | Not for sale | BagBackpackBasket0 | 7506 | BW764rj9aH3QL6GRH |\\n| 2 | bug cage | Green | False | NFS | 122 | Green | White | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Active | outdoorsy; vacation | False | Not for sale | BagShoulderCage0 | 7479 | nrkEKkL46YsQYcYjp |\\n| 3 | Bunny Day bag | None | True | NFS | 2400 | Colorful | Colorful | 1x1 | NA | Crafting | | All Year | 1.1.0a | Active | fairy tale; party; theatrical | False | Not for sale | BagBackpackEgg0 | 12447 | YGofzAZknSTYWmfWM |\\n| 4 | butterfly backpack | Pink | False | NFS | 210 | Pink | Yellow | 1x1 | NA | Bug-Off | | All Year | 1.0.0 | Cute | everyday; formal; party | False | Not for sale | BagBackpackButterfly0 | 7502 | unsmeHZemRaTnq62z |\\n| 5 | canvas backpack | White | False | 1300 | 325 | White | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagBackpackTote0 | 7509 | ZtgYddBwpZfGMjewu |\\n| 6 | cherry-blossom pochette | Pink | True | NFS | 2400 | Pink | Pink | 1x1 | NA | Crafting | | All Year | 1.0.0 | Cute | fairy tale | False | Not for sale | BagShoulderCherryblossoms0 | 7490 | wwkZdhj9HzxZiqHys |\\n| 7 | cloth shoulder bag | Blue | False | 1400 | 350 | Light blue | Light blue | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas0 | 7487 | DzoRrArWrKtzn6Xzc |\\n| 8 | cloth shoulder bag | Orange | False | 1400 | 350 | Orange | Orange | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas1 | 12013 | dcpCgBwji4QCYAy8k |\\n| 9 | cloth shoulder bag | Ivory | False | 1400 | 350 | White | White | 1x1 | NA | Kicks | | All Year | 1.0.0 | Simple | everyday | False | For sale | BagShoulderCanvas2 | 12014 | NfkYKg5NoaWKBEpzN |\\nResult:\\n{'table_name': 'bags', 'table_summary': 'This table provides a detailed inventory of various types of bags, including their names, variations, and attributes such as color, size, and availability. It includes information on whether the bags can be crafted or bought, alongside their selling prices. The table serves as a guide for players regarding bag designs and availability throughout the year.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of the bags.'}, {'column_name': 'Variation', 'column_type': 'str', 'values_summary': 'Different variations available for each bag.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the bag can be crafted.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Price to buy the bag if applicable.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the bag.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the bag.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the bag.'}, {'column_name': 'Size', 'column_type': 'str', 'values_summary': 'Size dimensions of the bag.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Price value in miles, if applicable, otherwise NA.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Source from which the bag can be acquired.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes regarding the source.'}, {'column_name': 'Seasonal Availability', 'column_type': 'str', 'values_summary': 'Indicates if the bag is available throughout the year.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the game in which the bag exists.'}, {'column_name': 'Style', 'column_type': 'str', 'values_summary': 'Style categorization of the bag.'}, {'column_name': 'Label Themes', 'column_type': 'str', 'values_summary': 'Themes associated with the bag labels.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if a villager can equip the bag.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Status of the bag in the catalog.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'Filename associated with the bag.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'Internal identification number in the system.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identification code for the bag.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: bottoms\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------------|:------|------:|-------:|:----------|:-----------|:-------|:-------------|:------------------------------------------------------------------|:------------------------|:------------------|:----------|:--------|:-------------------------|:----------------------|:----------|:-------------------------------|--------------:|:------------------|\\n| 0 | acid-washed jeans | Blue | False | 1320 | 330 | Blue | Blue | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | True | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical0 | 5286 | QaecPktemD3XuFdwy |\\n| 1 | acid-washed jeans | Black | False | 1320 | 330 | Black | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Simple | everyday; outdoorsy | False | For sale | BottomsTexPantsNormalChemical1 | 11385 | a7HNjgRFkCznkDLLH |\\n| 2 | animal-stripes skirt | Tiger | False | 1100 | 275 | Yellow | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe0 | 9842 | qmtHwBmtJDvtNntTs |\\n| 3 | animal-stripes skirt | Zebra | False | 1100 | 275 | Gray | Black | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Cool | everyday | False | For sale | BottomsTexSkirtBoxStripe1 | 12067 | 4mDRmSG3scfXh3oon |\\n| 4 | apron skirt | Purple | False | 700 | 175 | White | Purple | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron0 | 5710 | MtsvEMQ9Z9damsycd |\\n| 5 | apron skirt | Blue | False | 700 | 175 | White | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron1 | 8921 | cfzi35RpY8onR3hra |\\n| 6 | apron skirt | Beige | False | 700 | 175 | White | Beige | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Simple | work | False | For sale | BottomsTexSkirtBoxApron2 | 8922 | AmWS5iMbatqDr2eLs |\\n| 7 | athletic pants | Red | False | 880 | 220 | Red | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey0 | 3311 | iL9vd8DerEEJDJQbA |\\n| 8 | athletic pants | Green | False | 880 | 220 | Green | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey1 | 11295 | Ygp8L2zeem8ECZroK |\\n| 9 | athletic pants | Black | False | 880 | 220 | Black | White | 1x1 | Able Sisters | Available from either Mable's temporary shop or Able Sisters shop | All Year | False | 1.0.0 | Active | outdoorsy; comfy; sporty | False | For sale | BottomsTexPantsNormalJersey2 | 11296 | 8NcTmEpkckocYvTf2 |\\nResult:\\n{'table_name': 'bottoms', 'table_summary': 'This table contains various types of bottoms available for purchase in the game. It includes essential details such as the name, color, price, and availability of each clothing item. The items range from jeans to skirts and athletic pants, with notes on their seasonal availability and source locations.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Various clothing names such as jeans, skirts, and pants.'}, {'column_name': 'Variation', 'column_type': 'string', 'values_summary': 'Different styles and colors of each clothing item.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates whether the item can be made by the player.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'The purchase price of each item.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'The selling price for each item.'}, {'column_name': 'Color 1', 'column_type': 'string', 'values_summary': 'The primary color of each item.'}, {'column_name': 'Color 2', 'column_type': 'string', 'values_summary': 'A secondary color for the items.'}, {'column_name': 'Size', 'column_type': 'string', 'values_summary': 'Indicates the size of each clothing item.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The shop or source where the item can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional notes about item availability.'}, {'column_name': 'Seasonal Availability', 'column_type': 'string', 'values_summary': 'Indicates if the item is available all year.'}, {'column_name': 'Mannequin Piece', 'column_type': 'bool', 'values_summary': 'Indicates if the item can be used on a mannequin.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version of the item.'}, {'column_name': 'Style', 'column_type': 'string', 'values_summary': 'General style classifications for the items.'}, {'column_name': 'Label Themes', 'column_type': 'string', 'values_summary': 'Describes themes related to each item.'}, {'column_name': 'Villager Equippable', 'column_type': 'bool', 'values_summary': 'Indicates if villagers can equip the item.'}, {'column_name': 'Catalog', 'column_type': 'string', 'values_summary': 'Indication of whether the item is for sale in the catalog.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The filename associated with each item.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'A unique internal identifier for the item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique entry identifier for tracking.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: construction\\n| | Name | Buy | Category | Source | Filename | Version | Unique Entry ID |\\n|---:|:------------------|-------:|:-----------|:-------------------------------|:------------------------|:----------|:------------------|\\n| 0 | brick bridge | 198000 | Bridge | Resident Services Upgrade | BridgeBricks | 1.0.0 | Rvkrg9tcubTMakcBS |\\n| 1 | iron bridge | 228000 | Bridge | Resident Services Upgrade | BridgeIron | 1.0.0 | RmQ6iiKkFf3Sy4iSQ |\\n| 2 | log bridge | 98000 | Bridge | Resident Services Upgrade | BridgeLog | 1.0.0 | Px55sTfjKSbbMtjAK |\\n| 3 | red zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeRed | 1.0.0 | jTziEHXkeYaugKDQQ |\\n| 4 | stone bridge | 168000 | Bridge | Resident Services Upgrade | BridgeStone | 1.0.0 | JmrwC2tRRCCgbZnrp |\\n| 5 | suspension bridge | 129800 | Bridge | Resident Services Upgrade | BridgeSuspension | 1.0.0 | q52JebMTHDqHJKBba |\\n| 6 | wooden bridge | 168000 | Bridge | Resident Services Upgrade | BridgeWood | 1.0.0 | 7oZ7FMrJEpBLZzsmw |\\n| 7 | zen bridge | 228000 | Bridge | Resident Services Upgrade | BridgeJapanese | 1.0.0 | TbKbHzJM8j8ezmAEF |\\n| 8 | basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowAR | 1.0.0 | HrAsZSpm2pRj2u8ad |\\n| 9 | beige basic door | 5000 | Door | 4th House Upgrade (Right Room) | HouseDoorCercleWindowGR | 1.0.0 | uF4YeCTGBx4Tawcp8 |\\nResult:\\n{'table_name': 'construction', 'table_summary': 'This table lists various construction items, specifically bridges and doors, along with their cost, source, and unique identifiers. Each entry includes item details to facilitate selection based on specific needs. The table serves as a reference for construction upgrades and planning.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'The names of various construction items such as bridges and doors.'}, {'column_name': 'Buy', 'column_type': 'integer', 'values_summary': 'The purchase price of each item listed.'}, {'column_name': 'Category', 'column_type': 'string', 'values_summary': 'The type of construction item, distinguishing between bridges and doors.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The source or upgrade path from which the item can be acquired.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'The associated file names for the items.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version number of each item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'A unique identifier for each listing.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: dress_up\\n| | Name | Variation | DIY | Buy | Sell | Color 1 | Color 2 | Size | Source | Source Notes | Seasonal Availability | Mannequin Piece | Version | Style | Label Themes | Villager Equippable | Catalog | Primary Shape | Secondary Shape | Filename | Internal ID | Unique Entry ID |\\n|---:|:------------------|:------------|:------|------:|-------:|:-----------|:-----------|:-------|:-------------|:--------------------------------------|:------------------------|:------------------|:----------|:--------|:-----------------|:----------------------|:----------|:----------------|:------------------|:-----------------------------------|--------------:|:------------------|\\n| 0 | academy uniform | Navy blue | False | 2080 | 520 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki0 | 2699 | yfbZu5Nj6wtJSnuDW |\\n| 1 | academy uniform | Gray | False | 2080 | 520 | Gray | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki1 | 9016 | zbKRm5Cv5dyiz3y35 |\\n| 2 | academy uniform | Red | False | 2080 | 520 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | formal; party | True | For sale | Box | L | TopsTexOnepieceBoxLYosoiki2 | 9017 | 3FSAsaikyEjHkLWcM |\\n| 3 | adventure dress | Blue | False | 2800 | 700 | Light blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | fairy tale | True | For sale | Balloon | H | TopsTexOnepieceBalloonHStrangeBlue | 3686 | AQZFR4Bzob9Phsr9R |\\n| 4 | alpinist dress | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean0 | 3168 | rN77JmGnpSNNeQogP |\\n| 5 | alpinist dress | Blue | False | 2520 | 630 | Blue | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean1 | 8615 | zkWYtfW3WeDbdSQuy |\\n| 6 | alpinist dress | Red | False | 2520 | 630 | Red | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Cute | everyday; formal | True | For sale | Balloon | H | TopsTexOnepieceBalloonHTyrolean2 | 8616 | TkEkCuYTjTEu38axs |\\n| 7 | alpinist overalls | Green | False | 2520 | 630 | Green | White | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean0 | 4443 | vzaWMkA2s7R6SefHa |\\n| 8 | alpinist overalls | Blue | False | 2520 | 630 | Blue | Light blue | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean1 | 8631 | onM7CM229PHZyRjPd |\\n| 9 | alpinist overalls | Red | False | 2520 | 630 | Red | Pink | 1x1 | Able Sisters | Available from Able Sisters shop only | All Year | False | 1.0.0 | Elegant | everyday; formal | True | For sale | Overall | H | TopsTexOnepieceOverallHTyrolean2 | 8632 | WWbNFkaxwJMGLSBYj |\\nResult:\\n{\\'table_name\\': \\'dress_up\\', \\'table_summary\\': \"The \\'dress_up\\' table catalogs various clothing items available for purchase from the Able Sisters shop, detailing their styles, colors, and other attributes. Each entry includes specific variations, availability, and visual shape information. This dataset also indicates whether the items are villager equippable and provides source notes for context.\", \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Names of clothing items.\\'}, {\\'column_name\\': \\'Variation\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Different color or style variants of each clothing item.\\'}, {\\'column_name\\': \\'DIY\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item is available as a DIY recipe.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Purchase price of the item.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Sell price of the item.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary color of the item.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary color of the item.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Size of the clothing item.\\'}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Source from where the item can be obtained.\\'}, {\\'column_name\\': \\'Source Notes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Notes about item availability.\\'}, {\\'column_name\\': \\'Seasonal Availability\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Information on whether the item is available year-round or seasonally.\\'}, {\\'column_name\\': \\'Mannequin Piece\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if the item can be used as a mannequin piece.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Version information for the item.\\'}, {\\'column_name\\': \\'Style\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Stylistic classification of the clothing.\\'}, {\\'column_name\\': \\'Label Themes\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Themes associated with the clothing\\'s labels.\"}, {\\'column_name\\': \\'Villager Equippable\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Indicates if villagers can wear the item.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Catalog status of the item.\\'}, {\\'column_name\\': \\'Primary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary form of the clothing item.\\'}, {\\'column_name\\': \\'Secondary Shape\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary form of the clothing item.\\'}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File name related to the clothing item.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifier for the item.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique identifier for the table entry.\\'}]}\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: fencing\\n| | Name | DIY | Stack Size | Buy | Sell | Source | Source Notes | Version | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------|:------|-------------:|:------|-------:|:---------|:---------------|:----------|:------------------------|--------------:|:------------------|\\n| 0 | bamboo lattice fence | True | 50 | NFS | 960 | Crafting | | 1.0.0 | ItemFenceBamboo | 3403 | XaLnmQsQ47HfHQ9g5 |\\n| 1 | barbed-wire fence | True | 50 | NFS | 1980 | Crafting | | 1.0.0 | ItemFenceBarbedWire | 5213 | dNgibaR9jFqaDwuDZ |\\n| 2 | brick fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceWallRenga | 3080 | WAzanA7e5MREzJdMh |\\n| 3 | Bunny Day fence | True | 50 | NFS | 2400 | Crafting | | 1.1.0a | ItemFenceEgg | 12630 | CLQGhAfSNykpxrh3a |\\n| 4 | corral fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceHorizontalWood | 4349 | rqwqYy7Aphvh5zBSA |\\n| 5 | country fence | True | 50 | NFS | 720 | Crafting | | 1.0.0 | ItemFenceLog | 4350 | twwkbWJ8YsoJEy3j8 |\\n| 6 | hedge | True | 50 | NFS | 55 | Crafting | | 1.2.0 | ItemFenceIkegaki | 12758 | TphLYSh2MdogHdheg |\\n| 7 | imperial fence | True | 50 | NFS | 1200 | Crafting | | 1.0.0 | ItemFenceChinese | 4354 | fHqt7TXfbhfKnPbwG |\\n| 8 | iron fence | True | 50 | NFS | 4500 | Crafting | | 1.0.0 | ItemFenceSteel | 4357 | RL5hL24NbwzE7zv3R |\\n| 9 | iron-and-stone fence | True | 50 | NFS | 3150 | Crafting | | 1.0.0 | ItemFenceIronAndStone | 5206 | kjSa4R6JQz2DtWQ2C |\\nResult:\\n{'table_name': 'fencing', 'table_summary': 'The fencing table contains detailed information about various types of fences available for crafting. Each entry lists attributes such as the name, DIY availability, stack size, buying and selling prices, and source categories. The table serves as a guide for players to understand the options and specifications for different fences they can craft in the game.', 'columns': [{'column_name': 'Name', 'column_type': 'string', 'values_summary': 'Names of different fence types.'}, {'column_name': 'DIY', 'column_type': 'boolean', 'values_summary': 'Indicates if the fence can be crafted by the player.'}, {'column_name': 'Stack Size', 'column_type': 'integer', 'values_summary': 'The maximum number of items that can be stacked in inventory.'}, {'column_name': 'Buy', 'column_type': 'string', 'values_summary': 'The cost in-game currency to purchase the fence.'}, {'column_name': 'Sell', 'column_type': 'integer', 'values_summary': 'The selling price of the fence.'}, {'column_name': 'Source', 'column_type': 'string', 'values_summary': 'The method through which the fence is acquired.'}, {'column_name': 'Source Notes', 'column_type': 'string', 'values_summary': 'Additional details regarding the source, if applicable.'}, {'column_name': 'Version', 'column_type': 'string', 'values_summary': 'The version in which the fence was introduced.'}, {'column_name': 'Filename', 'column_type': 'string', 'values_summary': 'File identifier associated with each fence.'}, {'column_name': 'Internal ID', 'column_type': 'integer', 'values_summary': 'Unique identifier used internally.'}, {'column_name': 'Unique Entry ID', 'column_type': 'string', 'values_summary': 'Specific ID for each unique fence entry.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: fish\\n| | # | Name | Sell | Where/How | Shadow | Total Catches to Unlock | Spawn Rates | Rain/Snow Catch Up | NH Jan | NH Feb | NH Mar | NH Apr | NH May | NH Jun | NH Jul | NH Aug | NH Sep | NH Oct | NH Nov | NH Dec | SH Jan | SH Feb | SH Mar | SH Apr | SH May | SH Jun | SH Jul | SH Aug | SH Sep | SH Oct | SH Nov | SH Dec | Color 1 | Color 2 | Size | Lighting Type | Icon Filename | Critterpedia Filename | Furniture Filename | Internal ID | Unique Entry ID |\\n|---:|----:|:----------------|-------:|:------------|:---------|--------------------------:|:--------------|:---------------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:-----------|:----------|:-------|:----------------|:----------------|:------------------------|:---------------------|--------------:|:------------------|\\n| 0 | 56 | anchovy | 200 | Sea | Small | 0 | 2–5 | False | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | Blue | Red | 1x1 | No lighting | Fish81 | FishAntyobi | FtrFishAntyobi | 4201 | LzuWkSQP55uEpRCP5 |\\n| 1 | 36 | angelfish | 3000 | River | Small | 20 | 2–5 | False | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | Yellow | Black | 1x1 | Fluorescent | Fish30 | FishAngelfish | FtrFishAngelfish | 2247 | XTCFCk2SiuY5YXLZ7 |\\n| 2 | 44 | arapaima | 10000 | River | XX-Large | 50 | 1 | True | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Black | Blue | 3x2 | No lighting | Fish36 | FishPiraruku | FtrFishPiraruku | 2253 | mZy4BES54bqwi97br |\\n| 3 | 41 | arowana | 10000 | River | Large | 50 | 1–2 | False | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | 4 PM –\\xa09 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM –\\xa09 AM | Yellow | Black | 2x1 | Fluorescent | Fish33 | FishArowana | FtrFishArowana | 2250 | F68AvCaqddBJL7ZSN |\\n| 4 | 58 | barred knifejaw | 5000 | Sea | Medium | 20 | 3–5 | False | NA | NA | All day | All day | All day | All day | All day | All day | All day | All day | All day | NA | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | All day | White | Black | 1x1 | Fluorescent | Fish47 | FishIshidai | FtrFishIshidai | 2265 | X3R9SFSAaDzBF4fE3 |\\n| 5 | 79 | barreleye | 15000 | Sea | Small | 100 | 1 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | Black | Black | 1x1 | Fluorescent | Fish84 | FishDemenigisu | FtrFishDemenigisu | 4204 | BpqTa4zmTjv3Nm4wE |\\n| 6 | 37 | betta | 2500 | River | Small | 20 | 1–4 | False | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | NA | NA | NA | NA | NA | NA | 9 AM –\\xa04 PM | 9 AM –\\xa04 PM | Light blue | Black | 1x1 | Fluorescent | Fish77 | FishBeta | FtrFishBeta | 4191 | 7QcQXzwZoNGiNA94k |\\n| 7 | 1 | bitterling | 900 | River | X-Small | 0 | 12–17 | False | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | All day | All day | All day | All day | All day | NA | NA | NA | Light blue | Blue | 1x1 | No lighting | Fish0 | FishTanago | FtrFishTanago | 2215 | Drj6eLRBgg4T9KhNx |\\n| 8 | 22 | black bass | 400 | River | Large | 0 | 4–12 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Green | Black | 1x1 | Fluorescent | Fish19 | FishBlackbass | FtrFishBlackbass | 2234 | wAZvfTca7GyaTtLcQ |\\n| 9 | 54 | blowfish | 5000 | Sea | Medium | 20 | 5 | False | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | 9 PM –\\xa04 AM | NA | NA | NA | NA | Beige | Black | 1x1 | Fluorescent | Fish73 | FishFugu | FtrFishFugu | 2262 | aDsmTcByApycafxTa |\\nResult:\\n{\\'table_name\\': \\'fish\\', \\'table_summary\\': \\'The fish table provides detailed information on various fish types available in the game, including their selling price, habitat, shadow size, and seasonal availability. It includes specific conditions for unlocking total catches, spawn rates, and the months each fish can be caught in both Northern and Southern hemispheres. The table is useful for players aiming to catch all fish for completion purposes and understanding their availability throughout the year.\\', \\'columns\\': [{\\'column_name\\': \\'#\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Entry number of the fish.\\'}, {\\'column_name\\': \\'Name\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The common name of the fish.\\'}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The selling price of the fish in the game.\\'}, {\\'column_name\\': \\'Where/How\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The habitat where the fish can be found.\\'}, {\\'column_name\\': \\'Shadow\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size of the shadow the fish casts in the water.\\'}, {\\'column_name\\': \\'Total Catches to Unlock\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'Number of catches required to unlock specific rewards.\\'}, {\\'column_name\\': \\'Spawn Rates\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \"Information about the fish\\'s spawn rates.\"}, {\\'column_name\\': \\'Rain/Snow Catch Up\\', \\'column_type\\': \\'boolean\\', \\'values_summary\\': \\'Indicates if the fish can be caught during rain or snow.\\'}, {\\'column_name\\': \\'NH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'NH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Northern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jan\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in January in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Feb\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in February in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Mar\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in March in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Apr\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in April in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH May\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in May in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jun\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in June in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Jul\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in July in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Aug\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in August in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Sep\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in September in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Oct\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in October in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Nov\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in November in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'SH Dec\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'Availability in December in the Southern Hemisphere.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The main color of the fish.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The secondary color of the fish.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The size classification of the fish.\\'}, {\\'column_name\\': \\'Lighting Type\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The type of lighting if applicable.\\'}, {\\'column_name\\': \\'Icon Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The icon file name for the fish.\\'}, {\\'column_name\\': \\'Critterpedia Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The critterpedia entry file name for the fish.\\'}, {\\'column_name\\': \\'Furniture Filename\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The furniture file name related to the fish.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'number\\', \\'values_summary\\': \\'The internal ID of the fish.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'string\\', \\'values_summary\\': \\'The unique entry identifier.\\'}]}\\n'}, {'role': 'memory', 'name': 'memory', 'content': \"\\nQuestion:\\nSummarize the following table: floors\\n| | Name | VFX | DIY | Buy | Sell | Color 1 | Color 2 | Miles Price | Source | Source Notes | Version | HHA Concept 1 | HHA Concept 2 | HHA Series | Tag | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------------------|:------|:------|:------|-------:|:-----------|:-----------|:--------------|:--------------|:---------------|:----------|:----------------|:----------------|:-------------|:---------------|:-------------|:-------------------------|--------------:|:------------------|\\n| 0 | aqua tile flooring | False | False | 900 | 225 | Light blue | Light blue | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTile01 | 5036 | JmNGqRhEow3PH7bgk |\\n| 1 | arabesque flooring | False | False | 2120 | 530 | Black | Gray | NA | Nook's Cranny | | 1.0.0 | expensive | living room | None | Cloth Floors | For sale | RoomTexFloorArabesque00 | 4953 | 4dabyuetmZD5dDdCH |\\n| 2 | arched-brick flooring | False | False | 1100 | 275 | Brown | Brown | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Arched Brick | For sale | RoomTexFloorArchBrick00 | 4998 | CSPoYJzCnzWjqWrj5 |\\n| 3 | argyle tile flooring | False | False | 1750 | 437 | White | Beige | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Tile Floors | For sale | RoomTexFloorTileWood00 | 4994 | BH8PqRSou2XjQ8ppQ |\\n| 4 | artsy parquet flooring | False | False | 1800 | 450 | Beige | Beige | NA | Nook's Cranny | | 1.0.0 | facility | shop | None | Simple Parquet | For sale | RoomTexFloorParquetArt00 | 5232 | fbfCzw546bWEF95Aq |\\n| 5 | backyard lawn | False | True | NFS | 600 | Green | Green | NA | Crafting | | 1.0.0 | garden | None | None | Grassland | Not for sale | RoomTexFloorLawn00 | 4979 | kANgKb2s4a6pMSjnd |\\n| 6 | bamboo flooring | False | True | NFS | 2400 | Green | Beige | NA | Crafting | | 1.0.0 | zen-style | None | bamboo | Nature - Green | Not for sale | RoomTexFloorBamboo00 | 4964 | gMeLjZdPobbrt58sT |\\n| 7 | basement flooring | False | True | NFS | 1500 | Gray | Gray | NA | Crafting | | 1.0.0 | horror | facility | None | Stone Floors | Not for sale | RoomTexFloorBasement00 | 4797 | DgaMSqGEyko87dD3H |\\n| 8 | beige desert-tile flooring | False | False | 2100 | 525 | Beige | White | NA | Nook's Cranny | | 1.0.0 | bathroom | facility | None | Morocco | For sale | RoomTexFloorMorocco00 | 4965 | yhH3pNWq8L8j48tHW |\\n| 9 | berry-chocolates flooring | False | False | 3000 | 750 | Pink | Pink | NA | Saharah | | 1.0.0 | fancy | None | None | Chocolate | Not for sale | RoomTexFloorChocolate02 | 5053 | E7Mfi6saTnBEgW6o8 |\\nResult:\\n{'table_name': 'floors', 'table_summary': 'The table provides information on various flooring options available in the game, including their names, prices, colors, sourcing methods, and design concepts. Each entry details whether the flooring can be DIY crafted or purchased directly and associated selling prices. The table also categorizes the flooring by unique characteristics such as color combinations and purposes, aiding players in selection for their custom spaces.', 'columns': [{'column_name': 'Name', 'column_type': 'str', 'values_summary': 'Names of different floor designs available.'}, {'column_name': 'VFX', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring has special visual effects.'}, {'column_name': 'DIY', 'column_type': 'bool', 'values_summary': 'Indicates if the flooring can be crafted by players.'}, {'column_name': 'Buy', 'column_type': 'int', 'values_summary': 'Purchase price of the flooring in in-game currency.'}, {'column_name': 'Sell', 'column_type': 'int', 'values_summary': 'Selling price of the flooring.'}, {'column_name': 'Color 1', 'column_type': 'str', 'values_summary': 'Primary color of the flooring.'}, {'column_name': 'Color 2', 'column_type': 'str', 'values_summary': 'Secondary color of the flooring.'}, {'column_name': 'Miles Price', 'column_type': 'str', 'values_summary': 'Cost in Nook Miles, if applicable.'}, {'column_name': 'Source', 'column_type': 'str', 'values_summary': 'Where the flooring can be obtained.'}, {'column_name': 'Source Notes', 'column_type': 'str', 'values_summary': 'Additional notes about the source.'}, {'column_name': 'Version', 'column_type': 'str', 'values_summary': 'Version of the flooring item.'}, {'column_name': 'HHA Concept 1', 'column_type': 'str', 'values_summary': 'First concept associated with the flooring.'}, {'column_name': 'HHA Concept 2', 'column_type': 'str', 'values_summary': 'Second concept associated with the flooring.'}, {'column_name': 'HHA Series', 'column_type': 'str', 'values_summary': 'The series grouping of the flooring.'}, {'column_name': 'Tag', 'column_type': 'str', 'values_summary': 'Tag indicating the type of flooring.'}, {'column_name': 'Catalog', 'column_type': 'str', 'values_summary': 'Catalog status of the flooring.'}, {'column_name': 'Filename', 'column_type': 'str', 'values_summary': 'File name for the flooring asset.'}, {'column_name': 'Internal ID', 'column_type': 'int', 'values_summary': 'ID used internally for the flooring item.'}, {'column_name': 'Unique Entry ID', 'column_type': 'str', 'values_summary': 'Unique identifier for the flooring entry.'}]}\\n\"}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nSummarize the following table: fossils\\n| | Name | Buy | Sell | Color 1 | Color 2 | Size | Source | Museum | Version | Interact | Catalog | Filename | Internal ID | Unique Entry ID |\\n|---:|:---------------|:------|-------:|:----------|:----------|:-------|:------------------|:---------|:----------|:-----------|:-------------|:-----------------------|--------------:|:------------------|\\n| 0 | acanthostega | NFS | 2000 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilFirstFourLegs | 4664 | LQkRP3kBn3T2jBboF |\\n| 1 | amber | NFS | 1200 | Yellow | Yellow | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmber | 294 | ANAhATcHWvAGEhRnt |\\n| 2 | ammonite | NFS | 1100 | Beige | Brown | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAmmonoidea | 295 | ojNKnr4YRrmPi2gPo |\\n| 3 | ankylo skull | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusA | 169 | QQjxKmQ8Aac9cSoM2 |\\n| 4 | ankylo tail | NFS | 2500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusC | 171 | wLWBm2R727RC3qSL2 |\\n| 5 | ankylo torso | NFS | 3000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilAnkylosaurusB | 170 | 5QNzf5buPckabN6cR |\\n| 6 | anomalocaris | NFS | 2000 | Black | Gray | 1x1 | Assessing fossils | Room 1 | 1.0.0 | False | Not for sale | FtrFossilAnomalocaris | 4651 | TYX964LM2tNZ3SYKC |\\n| 7 | archaeopteryx | NFS | 1300 | Beige | Brown | 1x1 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchaeopteryx | 298 | ky9pkmc2fmK9thuFH |\\n| 8 | archelon skull | NFS | 4000 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonA | 177 | cYZhXfyNiqZy2hgeM |\\n| 9 | archelon tail | NFS | 3500 | Brown | Brown | 2x2 | Assessing fossils | Room 2 | 1.0.0 | False | Not for sale | FtrFossilArchelonB | 178 | CtosFxKjG5nzLGi4t |\\nResult:\\n{\\'table_name\\': \\'fossils\\', \\'table_summary\\': \\'This table contains a collection of fossils, providing details such as their names, potential selling prices, colors, sizes, and other metadata. Each entry includes specific attributes like the source, museum location, version, interactability, catalog status, filename, and identifiers. The data also indicates that all fossils listed are not for sale (NFS).\\', \\'columns\\': [{\\'column_name\\': \\'Name\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'List of fossil names.\\'}, {\\'column_name\\': \\'Buy\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Indicates the buying conditions, all are \\'NFS\\'.\"}, {\\'column_name\\': \\'Sell\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Selling prices for each fossil.\\'}, {\\'column_name\\': \\'Color 1\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Primary colors of the fossils.\\'}, {\\'column_name\\': \\'Color 2\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Secondary colors of the fossils.\\'}, {\\'column_name\\': \\'Size\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Dimensions of the fossils represented as \\'x\\' size format.\"}, {\\'column_name\\': \\'Source\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Indicates the source of the fossils.\\'}, {\\'column_name\\': \\'Museum\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Museum location associated with the fossils.\\'}, {\\'column_name\\': \\'Version\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Versioning information for the table.\\'}, {\\'column_name\\': \\'Interact\\', \\'column_type\\': \\'bool\\', \\'values_summary\\': \\'Interaction status of the fossils, all are false.\\'}, {\\'column_name\\': \\'Catalog\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \"Availability status of fossils, all indicated as \\'Not for sale\\'.\"}, {\\'column_name\\': \\'Filename\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'File references associated with each fossil.\\'}, {\\'column_name\\': \\'Internal ID\\', \\'column_type\\': \\'int\\', \\'values_summary\\': \\'Unique internal identifiers for the fossils.\\'}, {\\'column_name\\': \\'Unique Entry ID\\', \\'column_type\\': \\'str\\', \\'values_summary\\': \\'Unique entry identifiers for tracking.\\'}]}\\n'}]\n", + "Prepared group chat with 16 messages, the last speaker is \u001b[33mchat_manager\u001b[0m\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[33mchat_manager\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: Get me all fish\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResearcher-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_lJ87q3pB2y6jQn0icAgeTrwJ): run_query *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If I execute a query to retrieve all fish from the database, then I will receive a list of all fish types with their respective attributes.\",\"validation_criteria\":[\"The result must contain multiple rows, each representing a different fish type.\",\"Each row should include attributes such as name, sell price, habitat, and availability.\",\"There should be specific formatting for the return to ensure readability.\"],\"query\":\"SELECT * FROM fish;\"}\n", + "\u001b[32m**************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION run_query...\n", + "Call ID: call_lJ87q3pB2y6jQn0icAgeTrwJ\n", + "Input arguments: {'hypothesis': 'If I execute a query to retrieve all fish from the database, then I will receive a list of all fish types with their respective attributes.', 'validation_criteria': ['The result must contain multiple rows, each representing a different fish type.', 'Each row should include attributes such as name, sell price, habitat, and availability.', 'There should be specific formatting for the return to ensure readability.'], 'query': 'SELECT * FROM fish;', 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_lJ87q3pB2y6jQn0icAgeTrwJ) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If I execute a query to retrieve all fish from the database, then I will receive a list of all fish types with their respective attributes.\n", + "Validation Criteria:\n", + "The result must contain multiple rows, each representing a different fish type.\n", + "Each row should include attributes such as name, sell price, habitat, and availability.\n", + "There should be specific formatting for the return to ensure readability.\n", + "Result:\n", + "Truncated Results: Query returned 80 rows. Only 50 rows will be visible. This is not an error\n", + "| | # | Name | Sell | Where/How | Shadow | Total Catches to Unlock | Spawn Rates | Rain/Snow Catch Up | NH Jan | NH Feb | NH Mar | NH Apr | NH May | NH Jun | NH Jul | NH Aug | NH Sep | NH Oct | NH Nov | NH Dec | SH Jan | SH Feb | SH Mar | SH Apr | SH May | SH Jun | SH Jul | SH Aug | SH Sep | SH Oct | SH Nov | SH Dec | Color 1 | Color 2 | Size | Lighting Type | Icon Filename | Critterpedia Filename | Furniture Filename | Internal ID | Unique Entry ID |\n", + "|---:|----:|:------------------|-------:|:-----------------|:------------|--------------------------:|:--------------|:---------------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:------------|:-----------|:-----------|:-------|:----------------|:----------------|:------------------------|:---------------------|--------------:|:------------------|\n", + "| 0 | 56 | anchovy | 200 | Sea | Small | 0 | 2–5 | False | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | Blue | Red | 1x1 | No lighting | Fish81 | FishAntyobi | FtrFishAntyobi | 4201 | LzuWkSQP55uEpRCP5 |\n", + "| 1 | 36 | angelfish | 3000 | River | Small | 20 | 2–5 | False | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | Yellow | Black | 1x1 | Fluorescent | Fish30 | FishAngelfish | FtrFishAngelfish | 2247 | XTCFCk2SiuY5YXLZ7 |\n", + "| 2 | 44 | arapaima | 10000 | River | XX-Large | 50 | 1 | True | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | Black | Blue | 3x2 | No lighting | Fish36 | FishPiraruku | FtrFishPiraruku | 2253 | mZy4BES54bqwi97br |\n", + "| 3 | 41 | arowana | 10000 | River | Large | 50 | 1–2 | False | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | Yellow | Black | 2x1 | Fluorescent | Fish33 | FishArowana | FtrFishArowana | 2250 | F68AvCaqddBJL7ZSN |\n", + "| 4 | 58 | barred knifejaw | 5000 | Sea | Medium | 20 | 3–5 | False | NA | NA | All day | All day | All day | All day | All day | All day | All day | All day | All day | NA | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | All day | White | Black | 1x1 | Fluorescent | Fish47 | FishIshidai | FtrFishIshidai | 2265 | X3R9SFSAaDzBF4fE3 |\n", + "| 5 | 79 | barreleye | 15000 | Sea | Small | 100 | 1 | False | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | Black | Black | 1x1 | Fluorescent | Fish84 | FishDemenigisu | FtrFishDemenigisu | 4204 | BpqTa4zmTjv3Nm4wE |\n", + "| 6 | 37 | betta | 2500 | River | Small | 20 | 1–4 | False | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | Light blue | Black | 1x1 | Fluorescent | Fish77 | FishBeta | FtrFishBeta | 4191 | 7QcQXzwZoNGiNA94k |\n", + "| 7 | 1 | bitterling | 900 | River | X-Small | 0 | 12–17 | False | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | All day | All day | All day | All day | All day | NA | NA | NA | Light blue | Blue | 1x1 | No lighting | Fish0 | FishTanago | FtrFishTanago | 2215 | Drj6eLRBgg4T9KhNx |\n", + "| 8 | 22 | black bass | 400 | River | Large | 0 | 4–12 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Green | Black | 1x1 | Fluorescent | Fish19 | FishBlackbass | FtrFishBlackbass | 2234 | wAZvfTca7GyaTtLcQ |\n", + "| 9 | 54 | blowfish | 5000 | Sea | Medium | 20 | 5 | False | 9 PM – 4 AM | 9 PM – 4 AM | NA | NA | NA | NA | NA | NA | NA | NA | 9 PM – 4 AM | 9 PM – 4 AM | NA | NA | NA | NA | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | 9 PM – 4 AM | NA | NA | NA | NA | Beige | Black | 1x1 | Fluorescent | Fish73 | FishFugu | FtrFishFugu | 2262 | aDsmTcByApycafxTa |\n", + "| 10 | 67 | blue marlin | 10000 | Pier | XX-Large | 50 | 1–2 | True | All day | All day | All day | All day | NA | NA | All day | All day | All day | NA | All day | All day | All day | All day | All day | NA | All day | All day | All day | All day | All day | All day | NA | NA | Blue | Black | 2x1 | Fluorescent | Fish58 | FishKajiki | FtrFishKajiki | 2275 | jhtsYRHydAcZnd6bJ |\n", + "| 11 | 20 | bluegill | 180 | River | Small | 0 | 6–10 | False | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | Blue | Black | 1x1 | No lighting | Fish17 | FishBlueguill | FtrFishBlueguill | 2232 | 8ygccYFCrWf4hwYGR |\n", + "| 12 | 51 | butterfly fish | 1000 | Sea | Small | 0 | 4–5 | False | NA | NA | NA | All day | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | NA | NA | NA | NA | NA | NA | All day | All day | All day | Yellow | Black | 1x1 | Fluorescent | Fish42 | FishChouchouuo | FtrFishChouchouuo | 2259 | S4rkio2M3WB5cyy8Y |\n", + "| 13 | 5 | carp | 300 | Pond | Large | 0 | 3–9 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Gray | Black | 1x1 | Fluorescent | Fish5 | FishKoi | FtrFishKoi | 2219 | 4DwwvGDwPQvZTn9Fb |\n", + "| 14 | 18 | catfish | 800 | Pond | Large | 0 | 6–8 | False | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | Black | Black | 1x1 | Fluorescent | Fish14 | FishNamazu | FtrFishNamazu | 2229 | nbPtvwf7HCQxA9Nc4 |\n", + "| 15 | 28 | char | 3800 | River (clifftop) | Medium | 20 | 1–4 | False | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | All day | All day | All day | NA | NA | NA | All day | All day | All day | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | Brown | Black | 1x1 | Fluorescent | Fish24 | FishOoiwana | FtrFishOoiwana | 2239 | ahbnwCqp3EZXa96KC |\n", + "| 16 | 27 | cherry salmon | 1000 | River (clifftop) | Medium | 0 | 3–9 | False | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | All day | All day | All day | NA | NA | NA | All day | All day | All day | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | Brown | Black | 1x1 | Fluorescent | Fish23 | FishYamame | FtrFishYamame | 2238 | sJyBbeLbpzn7LyzFr |\n", + "| 17 | 49 | clown fish | 650 | Sea | X-Small | 0 | 5–6 | False | NA | NA | NA | All day | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | NA | NA | NA | NA | NA | NA | All day | All day | All day | Orange | Black | 1x1 | Fluorescent | Fish40 | FishKumanomi | FtrFishKumanomi | 2257 | L9qxZaMoBhwxvpMyh |\n", + "| 18 | 80 | coelacanth | 15000 | Sea (rainy days) | XX-Large | 100 | 1–2 | True | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Black | Black | 2x1 | Fluorescent | Fish63 | FishSirakansu | FtrFishSirakansu | 2284 | NjMZQ6Xi9NswEXnHH |\n", + "| 19 | 11 | crawfish | 200 | Pond | Small | 0 | 4–12 | False | NA | NA | NA | All day | All day | All day | All day | All day | All day | NA | NA | NA | All day | All day | All day | NA | NA | NA | NA | NA | NA | All day | All day | All day | Red | Black | 1x1 | Fluorescent | Fish10 | FishZarigani | FtrFishZarigani | 2223 | W7TrwpycmfgniZipi |\n", + "| 20 | 3 | crucian carp | 160 | River | Small | 0 | 4–12 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Brown | Black | 1x1 | Fluorescent | Fish2 | FishFuna | FtrFishFuna | 328 | Pdw7vmJz9PRM4ggbf |\n", + "| 21 | 61 | dab | 300 | Sea | Medium | 0 | 11–14 | False | All day | All day | All day | All day | NA | NA | NA | NA | NA | All day | All day | All day | NA | NA | NA | All day | All day | All day | All day | All day | All day | All day | NA | NA | Brown | Black | 1x1 | Fluorescent | Fish50 | FishKarei | FtrFishKarei | 2268 | noA2Kfp8TaFgaLs5n |\n", + "| 22 | 4 | dace | 240 | River | Medium | 0 | 3–10 | False | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | Brown | Black | 1x1 | Fluorescent | Fish3 | FishUgui | FtrFishUgui | 2217 | dWmXFdnjByWT5nEok |\n", + "| 23 | 42 | dorado | 15000 | River | X-Large | 100 | 1–2 | False | NA | NA | NA | NA | NA | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | NA | NA | NA | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | NA | NA | NA | NA | NA | NA | NA | NA | 4 AM – 9 PM | Yellow | Black | 2x1 | Fluorescent | Fish34 | FishDolado | FtrFishDolado | 2251 | G7ZwD67cRMHBwTSKH |\n", + "| 24 | 77 | football fish | 2500 | Sea | Large | 20 | 6 | False | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | Black | Black | 2x1 | Emission | Fish56 | FishChouchinankou | FtrFishChouchinankou | 2273 | vQHfve6DygtcYqwdi |\n", + "| 25 | 16 | freshwater goby | 400 | River | Small | 0 | 2–5 | False | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | Brown | Black | 1x1 | Fluorescent | Fish12 | FishDonko | FtrFishDonko | 2227 | SfXYNdtaid6hdQhvZ |\n", + "| 26 | 15 | frog | 120 | Pond | Small | 0 | 7–9 | False | NA | NA | NA | NA | All day | All day | All day | All day | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | NA | NA | NA | NA | All day | All day | Green | Black | 1x1 | Fluorescent | Fish11 | FishKaeru | FtrFishKaeru | 2226 | LcQLs85qPPdLajLje |\n", + "| 27 | 43 | gar | 6000 | Pond | X-Large | 50 | 1–2 | False | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | Brown | Black | 2x1 | Fluorescent | Fish35 | FishGa | FtrFishGa | 2252 | x5yAYQgMJW9Kf7WyM |\n", + "| 28 | 19 | giant snakehead | 5500 | Pond | Large | 50 | 2 | False | NA | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | NA | NA | NA | NA | NA | NA | NA | 9 AM – 4 PM | Black | Black | 2x1 | Fluorescent | Fish16 | FishRaigyo | FtrFishRaigyo | 2231 | KyWQRd8W2FePM42wB |\n", + "| 29 | 68 | giant trevally | 4500 | Pier | X-Large | 20 | 1 | False | NA | NA | NA | NA | All day | All day | All day | All day | All day | All day | NA | NA | All day | All day | All day | All day | NA | NA | NA | NA | NA | NA | All day | All day | Black | Black | 2x1 | Fluorescent | Fish70 | FishRouninaji | FtrFishGT | 2276 | 53qtm8cMH4RfqJiAH |\n", + "| 30 | 29 | golden trout | 15000 | River (clifftop) | Medium | 100 | 1 | False | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | Brown | Black | 1x1 | Fluorescent | Fish79 | FishGoldenTorauto | FtrFishGoldenTorauto | 4193 | wwGzR7FzWNJ7cDz9X |\n", + "| 31 | 7 | goldfish | 1300 | Pond | X-Small | 0 | 1–4 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Red | Light blue | 1x1 | No lighting | Fish7 | FishKingyo | FtrFishKingyo | 329 | 5NwmwhEQxBNZCPiBR |\n", + "| 32 | 74 | great white shark | 15000 | Sea | Large w/Fin | 50 | 2 | True | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | Blue | Blue | 3x2 | No lighting | Fish62 | FishSame | FtrFishSame | 2280 | EPypAeJGuTDGFJRnx |\n", + "| 33 | 34 | guppy | 1300 | River | X-Small | 0 | 2–3 | False | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | Blue | Black | 1x1 | Fluorescent | Fish29 | FishGuppi | FtrFishGuppi | 2245 | WtdZnARNxnWRobej2 |\n", + "| 34 | 73 | hammerhead shark | 8000 | Sea | Large w/Fin | 20 | 1 | True | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | Black | Black | 2x1 | Fluorescent | Fish61 | FishShumokuzame | FtrFishShumokuzame | 2279 | guHT5g6H7tJEyqYzf |\n", + "| 35 | 57 | horse mackerel | 150 | Sea | Small | 0 | 14–21 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Blue | Black | 1x1 | Fluorescent | Fish46 | FishAji | FtrFishAji | 2264 | L24RYPaEcm9ZXkTui |\n", + "| 36 | 10 | killifish | 300 | Pond | X-Small | 0 | 3–4 | False | NA | NA | NA | All day | All day | All day | All day | All day | NA | NA | NA | NA | All day | All day | NA | NA | NA | NA | NA | NA | NA | All day | All day | All day | Yellow | Black | 1x1 | Fluorescent | Fish9 | FishMedaka | FtrFishMedaka | 2222 | ZR9dsEApEXCjtXu3k |\n", + "| 37 | 32 | king salmon | 1800 | River (mouth) | X-Large | 20 | 5 | False | NA | NA | NA | NA | NA | NA | NA | NA | All day | NA | NA | NA | NA | NA | All day | NA | NA | NA | NA | NA | NA | NA | NA | NA | Gray | Black | 2x1 | Fluorescent | Fish28 | FishKingsalmon | FtrFishKingsalmon | 2243 | Pf5cXKo8pzdB45rAA |\n", + "| 38 | 6 | koi | 4000 | Pond | Large | 20 | 1–4 | False | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | Red | White | 1x1 | Fluorescent | Fish6 | FishNishikigoi | FtrFishNishikigoi | 2220 | kNwjLeqjg8bFevfiG |\n", + "| 39 | 17 | loach | 400 | River | Small | 0 | 12–16 | False | NA | NA | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | All day | All day | All day | NA | Brown | Blue | 1x1 | No lighting | Fish13 | FishDojou | FtrFishDojou | 2228 | 95yBKrQ4tdyWj4H25 |\n", + "| 40 | 69 | mahi-mahi | 6000 | Pier | X-Large | 50 | 1 | True | NA | NA | NA | NA | All day | All day | All day | All day | All day | All day | NA | NA | All day | All day | All day | All day | NA | NA | NA | NA | NA | NA | All day | All day | Yellow | Black | 2x1 | Fluorescent | Fish82 | FishShiira | FtrFishShiira | 4202 | D7gY39QDo8BBNs2Ne |\n", + "| 41 | 33 | mitten crab | 2000 | River | Small | 20 | 3–5 | False | NA | NA | NA | NA | NA | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | 4 PM – 9 AM | 4 PM – 9 AM | 4 PM – 9 AM | NA | NA | NA | NA | NA | NA | NA | Black | Blue | 1x1 | No lighting | Fish66 | FishSyanhaigani | FtrFishShanghai | 2244 | s2jqSYbMWBX6qCLDm |\n", + "| 42 | 64 | moray eel | 2000 | Sea | Long | 20 | 2 | False | NA | NA | NA | NA | NA | NA | NA | All day | All day | All day | NA | NA | NA | All day | All day | All day | NA | NA | NA | NA | NA | NA | NA | NA | Brown | Black | 2x1 | Fluorescent | Fish55 | FishUtsubo | FtrFishUtsubo | 2271 | 4nLynLTMRtoqcCfh4 |\n", + "| 43 | 52 | Napoleonfish | 10000 | Sea | XX-Large | 50 | 1 | True | NA | NA | NA | NA | NA | NA | 4 AM – 9 PM | 4 AM – 9 PM | NA | NA | NA | NA | 4 AM – 9 PM | 4 AM – 9 PM | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | Light blue | Black | 2x1 | Fluorescent | Fish43 | FishNaporeonfish | FtrFishNaporeonfish | 2260 | dm4THC3AYR6CZ8bvJ |\n", + "| 44 | 38 | neon tetra | 500 | River | X-Small | 0 | 2–3 | False | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | Light blue | Black | 1x1 | Fluorescent | Fish31 | FishNeontetora | FtrFishNeontetora | 2248 | aEyRb96wcz9m8yjFN |\n", + "| 45 | 35 | nibble fish | 1500 | River | X-Small | 20 | 2 | False | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | NA | NA | NA | NA | NA | NA | NA | 9 AM – 4 PM | 9 AM – 4 PM | Brown | Blue | 1x1 | No lighting | Fish67 | FishDokutaafish | FtrFishDoctor | 2246 | pkPKYsMiXsTWNz4L4 |\n", + "| 46 | 78 | oarfish | 9000 | Sea | XX-Large | 50 | 1 | True | All day | All day | All day | All day | All day | NA | NA | NA | NA | NA | NA | All day | NA | NA | NA | NA | NA | All day | All day | All day | All day | All day | All day | NA | Red | Blue | 3x2 | No lighting | Fish69 | FishRyuuguunotukai | FtrFishRyugu | 2283 | qgvEPGk759xaBqwXP |\n", + "| 47 | 70 | ocean sunfish | 4000 | Sea | Large w/Fin | 20 | 1 | True | NA | NA | NA | NA | NA | NA | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | NA | NA | NA | 4 AM – 9 PM | 4 AM – 9 PM | 4 AM – 9 PM | NA | NA | NA | NA | NA | NA | NA | NA | NA | Blue | Orange | 2x2 | No lighting | Fish60 | FishManbou | FtrFishManbou | 2278 | 6BwK6LHbjFAKzgE82 |\n", + "| 48 | 62 | olive flounder | 800 | Sea | X-Large | 0 | 4–6 | False | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | All day | Beige | Black | 2x1 | Fluorescent | Fish51 | FishHirame | FtrFishHirame | 2269 | TXSteKMHuQ9ZfqPXm |\n", + "| 49 | 2 | pale chub | 200 | River | X-Small | 0 | 6–9 | False | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | 9 AM – 4 PM | Blue | Blue | 1x1 | No lighting | Fish1 | FishOikawa | FtrFishOikawa | 2216 | pCn9TLap3rWiLYfnF |\n", + "\n", + "Parameters:\n", + "\n", + "query: SELECT * FROM fish;\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-AnimalCrossingQueryer\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-AnimalCrossingQueryer\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: Get me all fish\n", + "Result: Passed\n", + "Justification: The result contains multiple rows of different fish types with their respective attributes such as name, selling price, habitat, shadow size, availability, etc.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The result must contain multiple rows, each representing a different fish type.\n", + "Result: Passed\n", + "Justification: The result contains 80 rows of fish data, each representing a different type.\n", + "\n", + "- Criterion: Each row should include attributes such as name, sell price, habitat, and availability.\n", + "Result: Passed\n", + "Justification: Each row includes detailed attributes for the fish including name, selling price, habitat, and monthly availability.\n", + "\n", + "- Criterion: There should be specific formatting for the return to ensure readability.\n", + "Result: Passed\n", + "Justification: The result is formatted in a table view with clear headers and distinct rows for each fish.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "The return type of the function 'test_function_code' is not annotated. Although annotating it is optional, the function should return either a string, a subclass of 'pydantic.BaseModel'.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[AutoGenResult(result= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, question='List the available tables. Only use valid DuckDB syntax.', function_response=FunctionResponse(function=, hypothesis='If I execute a query to list the available tables in the DuckDB database, then I will receive a list of tables in the response.', args=[], kwargs={'query': \"SELECT name FROM sqlite_master WHERE type='table';\"}, result_data= name\n", + "0 accessories\n", + "1 achievements\n", + "2 art\n", + "3 bags\n", + "4 bottoms\n", + "5 construction\n", + "6 dress_up\n", + "7 fencing\n", + "8 fish\n", + "9 floors\n", + "10 fossils\n", + "11 headwear\n", + "12 housewares\n", + "13 insects\n", + "14 miscellaneous\n", + "15 music\n", + "16 other\n", + "17 photos\n", + "18 posters\n", + "19 reactions\n", + "20 recipes\n", + "21 rugs\n", + "22 shoes\n", + "23 socks\n", + "24 tools\n", + "25 tops\n", + "26 umbrellas\n", + "27 villagers\n", + "28 wallpaper\n", + "29 wall_mounted, result_str='| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |', validation_criteria=['The response should contain the names of tables present in the database.', 'The syntax used should be valid DuckDB SQL syntax.', 'The response should represent the results in a clear markdown format.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='List the available tables. Only use valid DuckDB syntax.', result=True, justification='The response provided a complete list of table names, which satisfies the question.'), criteria_results=[CriterionResult(criterion='The response should contain the names of tables present in the database.', result=True, justification='The result includes a comprehensive list of table names.'), CriterionResult(criterion='The syntax used should be valid DuckDB SQL syntax.', result=True, justification=\"The SQL syntax 'SELECT name FROM sqlite_master WHERE type='table';' is valid for retrieving table names.\"), CriterionResult(criterion='The response should represent the results in a clear markdown format.', result=True, justification='The results are presented in a clear tabular markdown format, making it easy to read.')])), AutoGenResult(result= Size\n", + "0 2x2\n", + "1 1x1\n", + "2 2x1\n", + "3 3x2, question='What are the different possible sizes of fish?', function_response=FunctionResponse(function=, hypothesis='If I execute a query to retrieve fish sizes from the database, then I will receive different sizes that fish can have.', args=[], kwargs={'query': 'SELECT DISTINCT Size FROM fish;'}, result_data= Size\n", + "0 2x2\n", + "1 1x1\n", + "2 2x1\n", + "3 3x2, result_str='| | Size |\\n|---:|:-------|\\n| 0 | 2x2 |\\n| 1 | 1x1 |\\n| 2 | 2x1 |\\n| 3 | 3x2 |', validation_criteria=['The result should include multiple rows of fish sizes.', 'Each row should have a unique size entry.', 'The sizes should correspond to the information found in the fish table.']), validation_result=ValidationResult(result=True, question_response_result=QuestionResponseResult(question='What are the different possible sizes of fish?', result=True, justification='The result provides a clear list of unique fish sizes, indicating diverse categories of fish sizes available in the database.'), criteria_results=[CriterionResult(criterion='The result should include multiple rows of fish sizes.', result=True, justification='The result includes four unique sizes.'), CriterionResult(criterion='Each row should have a unique size entry.', result=True, justification='Each size listed in the result is unique.'), CriterionResult(criterion='The sizes should correspond to the information found in the fish table.', result=True, justification='The sizes align with the fish data as expected from the fishing database.')]))]\n", + "[{'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nList the available tables. Only use valid DuckDB syntax.\\nResult:\\n| | name |\\n|---:|:--------------|\\n| 0 | accessories |\\n| 1 | achievements |\\n| 2 | art |\\n| 3 | bags |\\n| 4 | bottoms |\\n| 5 | construction |\\n| 6 | dress_up |\\n| 7 | fencing |\\n| 8 | fish |\\n| 9 | floors |\\n| 10 | fossils |\\n| 11 | headwear |\\n| 12 | housewares |\\n| 13 | insects |\\n| 14 | miscellaneous |\\n| 15 | music |\\n| 16 | other |\\n| 17 | photos |\\n| 18 | posters |\\n| 19 | reactions |\\n| 20 | recipes |\\n| 21 | rugs |\\n| 22 | shoes |\\n| 23 | socks |\\n| 24 | tools |\\n| 25 | tops |\\n| 26 | umbrellas |\\n| 27 | villagers |\\n| 28 | wallpaper |\\n| 29 | wall_mounted |\\n'}, {'role': 'memory', 'name': 'memory', 'content': '\\nQuestion:\\nWhat are the different possible sizes of fish?\\nResult:\\n| | Size |\\n|---:|:-------|\\n| 0 | 2x2 |\\n| 1 | 1x1 |\\n| 2 | 2x1 |\\n| 3 | 3x2 |\\n'}]\n", + "Prepared group chat with 3 messages, the last speaker is \u001b[33mchat_manager\u001b[0m\n", + "\u001b[33mchat_manager\u001b[0m (to chat_manager):\n", + "\n", + "Invoke the function to answer the question.\n", + "Question: Generate me a function which picks a random fish from the input fish dataframe input_df, but the choice is decided based on their size.\n", + "The bigger the fish the more common it is based on the multiplier parameter. Return (Name, Size). The result is random, its fine if it returns something small. \n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Researcher-FunctionGenerator\n", + "\u001b[0m\n", + "\u001b[33mResearcher-FunctionGenerator\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Suggested tool call (call_5y8hoSLvUywwDr74o5MElxYr): test_function_code *****\u001b[0m\n", + "Arguments: \n", + "{\"hypothesis\":\"If the function is invoked with a fish dataframe and a multiplier, then it will return a random fish name and size reflecting the size probability.\",\"validation_criteria\":[\"The returned result must include a fish name\",\"The returned result must include a fish size\",\"The probability of larger fish being selected should be higher according to the multiplier\"],\"function_code\":\"import pandas as pd\\nimport numpy as np\\nimport random\\n\\ndef column_analysis_func(input_df: pd.DataFrame, multiplier: int) -> tuple:\\n # Calculate weights based on size\\n size_weights = input_df['Size'].apply(lambda x: int(x.split('x')[0]) * multiplier)\\n total_weight = size_weights.sum()\\n if total_weight == 0:\\n return None\\n \\n probabilities = size_weights / total_weight\\n chosen_index = np.random.choice(input_df.index, p=probabilities)\\n chosen_fish = input_df.loc[chosen_index]\\n return (chosen_fish['Name'], chosen_fish['Size'])\"}\n", + "\u001b[32m***********************************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: Tool_Execution\n", + "\u001b[0m\n", + "\u001b[35m\n", + ">>>>>>>> EXECUTING FUNCTION test_function_code...\n", + "Call ID: call_5y8hoSLvUywwDr74o5MElxYr\n", + "Input arguments: {'hypothesis': 'If the function is invoked with a fish dataframe and a multiplier, then it will return a random fish name and size reflecting the size probability.', 'validation_criteria': ['The returned result must include a fish name', 'The returned result must include a fish size', 'The probability of larger fish being selected should be higher according to the multiplier'], 'function_code': \"import pandas as pd\\nimport numpy as np\\nimport random\\n\\ndef column_analysis_func(input_df: pd.DataFrame, multiplier: int) -> tuple:\\n # Calculate weights based on size\\n size_weights = input_df['Size'].apply(lambda x: int(x.split('x')[0]) * multiplier)\\n total_weight = size_weights.sum()\\n if total_weight == 0:\\n return None\\n \\n probabilities = size_weights / total_weight\\n chosen_index = np.random.choice(input_df.index, p=probabilities)\\n chosen_fish = input_df.loc[chosen_index]\\n return (chosen_fish['Name'], chosen_fish['Size'])\", 'context_variables': {}}\u001b[0m\n", + "\u001b[33mTool_Execution\u001b[0m (to chat_manager):\n", + "\n", + "\u001b[32m***** Response from calling tool (call_5y8hoSLvUywwDr74o5MElxYr) *****\u001b[0m\n", + "Please validate the following result:\n", + "Hypothesis: If the function is invoked with a fish dataframe and a multiplier, then it will return a random fish name and size reflecting the size probability.\n", + "Validation Criteria:\n", + "The returned result must include a fish name\n", + "The returned result must include a fish size\n", + "The probability of larger fish being selected should be higher according to the multiplier\n", + "Result:\n", + "Function Invocation Result:\n", + "Function returned:\n", + "('mahi-mahi', '2x1')\n", + "\n", + "\n", + "Parameters:\n", + "\n", + "function_code: import pandas as pd\n", + "import numpy as np\n", + "import random\n", + "\n", + "def column_analysis_func(input_df: pd.DataFrame, multiplier: int) -> tuple:\n", + " # Calculate weights based on size\n", + " size_weights = input_df['Size'].apply(lambda x: int(x.split('x')[0]) * multiplier)\n", + " total_weight = size_weights.sum()\n", + " if total_weight == 0:\n", + " return None\n", + " \n", + " probabilities = size_weights / total_weight\n", + " chosen_index = np.random.choice(input_df.index, p=probabilities)\n", + " chosen_fish = input_df.loc[chosen_index]\n", + " return (chosen_fish['Name'], chosen_fish['Size'])\n", + "\n", + "\n", + "\u001b[32m**********************************************************************\u001b[0m\n", + "\n", + "--------------------------------------------------------------------------------\n", + "\u001b[32m\n", + "Next speaker: ResultValidator-FunctionGenerator\n", + "\u001b[0m\n", + "\u001b[33mResultValidator-FunctionGenerator\u001b[0m (to chat_manager):\n", + "\n", + "Validation Result: Passed\n", + "\n", + "Question Response Evaluation:\n", + "Question: Generate me a function which picks a random fish from the input fish dataframe input_df, but the choice is decided based on their size. The bigger the fish the more common it is based on the multiplier parameter. Return (Name, Size). The result is random, its fine if it returns something small.\n", + "Result: Passed\n", + "Justification: The function correctly selects a fish name and size based on their probabilities relating to size, reflecting the parameters.\n", + "\n", + "Criteria Evaluations:\n", + "- Criterion: The returned result must include a fish name\n", + "Result: Passed\n", + "Justification: The result includes 'mahi-mahi' as the fish name.\n", + "\n", + "- Criterion: The returned result must include a fish size\n", + "Result: Passed\n", + "Justification: The result includes '2x1' as the fish size.\n", + "\n", + "- Criterion: The probability of larger fish being selected should be higher according to the multiplier\n", + "Result: Passed\n", + "Justification: The function uses size to calculate probabilities, with larger sizes receiving greater weights based on the multiplier, meeting the criteria.\n", + "\n", + "\n", + "--------------------------------------------------------------------------------\n", + "('moray eel', '2x1')\n", + "('tuna', '2x1')\n", + "('killifish', '1x1')\n", + "('gar', '2x1')\n", + "('pond smelt', '1x1')\n", + "('arowana', '2x1')\n", + "('stringfish', '2x1')\n", + "('mitten crab', '1x1')\n", + "('saw shark', '2x1')\n", + "('dorado', '2x1')\n", + "('ocean sunfish', '2x2')\n", + "('tadpole', '1x1')\n", + "('killifish', '1x1')\n", + "('giant snakehead', '2x1')\n", + "('sea bass', '2x1')\n", + "('Napoleonfish', '2x1')\n", + "('betta', '1x1')\n", + "('arapaima', '3x2')\n", + "('ribbon eel', '2x1')\n", + "('killifish', '1x1')\n" + ] + } + ], + "source": [ + "from typing import Tuple\n", + "\n", + "import pandas\n", + "\n", + "all_fish_res = queryer.auto_gen_func(\"Get me all fish\")\n", + "all_fish_df = all_fish_res.result\n", + "with LocalJupyterServer() as server:\n", + " func_generator = KnowledgeCodeGenSwarmAgent(\n", + " name=\"FunctionGenerator\",\n", + " docker_server=server,\n", + " researcher_llm_config=llm_config,\n", + " result_validator_llm_config=llm_config,\n", + " max_rounds=50,\n", + " )\n", + " func_generator.add_knowledge_source(queryer)\n", + " rand_fish_func_res = func_generator.generate_function(\n", + " \"\"\"Generate me a function which picks a random fish from the input fish dataframe input_df, but the choice is decided based on their size.\n", + "The bigger the fish the more common it is based on the multiplier parameter. Return (Name, Size). The result is random, its fine if it returns something small. \"\"\",\n", + " function_name=\"column_analysis_func\",\n", + " params={\"input_df\": (all_fish_df, pandas.DataFrame), \"multiplier\": (5, int)},\n", + " return_type=Tuple[str, str],\n", + " )\n", + " rand_fish_func = rand_fish_func_res.result\n", + "\n", + "for i in range(10):\n", + " print(rand_fish_func(all_fish_df, 10))\n", + "\n", + "for i in range(10):\n", + " print(rand_fish_func(all_fish_df, 1000))" + ] + }, + { + "cell_type": "markdown", + "id": "159cd7b6", + "metadata": {}, + "source": [] + } + ], + "metadata": { + "front_matter": { + "description": "Learn how to implement both synchronous and asynchronous function calls using AssistantAgent and UserProxyAgent in AutoGen, with examples of their application in individual and group chat settings for task execution with language models.", + "tags": [ + "tool/function", + "async" + ] + }, + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.21" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/autogen/coding/base.py b/autogen/coding/base.py index 4bb2197f41..981a6e1f26 100644 --- a/autogen/coding/base.py +++ b/autogen/coding/base.py @@ -90,6 +90,14 @@ class IPythonCodeResult(CodeResult): ) +class IPythonCodeResultOutputList(BaseModel): + outputs: list[str] = Field(description="The outputs from executing each cell.") + output_files: list[str] = Field( + default_factory=list, + description="The list of files that the executed code blocks generated.", + ) + + CodeExecutionConfig = TypedDict( "CodeExecutionConfig", { diff --git a/autogen/coding/jupyter/jupyter_code_executor.py b/autogen/coding/jupyter/jupyter_code_executor.py index a29778e811..237e55d618 100644 --- a/autogen/coding/jupyter/jupyter_code_executor.py +++ b/autogen/coding/jupyter/jupyter_code_executor.py @@ -21,7 +21,7 @@ from typing_extensions import Self -from ..base import CodeBlock, CodeExecutor, CodeExtractor, IPythonCodeResult +from ..base import CodeBlock, CodeExecutor, CodeExtractor, IPythonCodeResult, IPythonCodeResultOutputList from ..markdown_code_extractor import MarkdownCodeExtractor from .base import JupyterConnectable, JupyterConnectionInfo from .jupyter_client import JupyterClient @@ -122,6 +122,46 @@ def execute_code_blocks(self, code_blocks: list[CodeBlock]) -> IPythonCodeResult exit_code=0, output="\n".join([str(output) for output in outputs]), output_files=output_files ) + def execute_code_blocks_output_list(self, code_blocks: list[CodeBlock]) -> IPythonCodeResultOutputList: + """(Experimental) Execute a list of code blocks and return the result. + + This method executes a list of code blocks as cells in the Jupyter kernel. + See: https://jupyter-client.readthedocs.io/en/stable/messaging.html + for the message protocol. + + Args: + code_blocks (List[CodeBlock]): A list of code blocks to execute. + + Returns: + IPythonCodeResult: The result of the code execution. + """ + self._jupyter_kernel_client.wait_for_ready() + outputs = [] + output_files = [] + for code_block in code_blocks: + code = silence_pip(code_block.code, code_block.language) + result = self._jupyter_kernel_client.execute(code, timeout_seconds=self._timeout) + if result.is_ok: + outputs.append(result.output) + for data in result.data_items: + if data.mime_type == "image/png": + path = self._save_image(data.data) + outputs.append(f"Image data saved to {path}") + output_files.append(path) + elif data.mime_type == "text/html": + path = self._save_html(data.data) + outputs.append(f"HTML data saved to {path}") + output_files.append(path) + else: + outputs.append(json.dumps(data.data)) + else: + return IPythonCodeResultOutputList( + exit_code=1, + outputs=[f"ERROR: {result.output}"], + ) + + return IPythonCodeResultOutputList(exit_code=0, outputs=outputs, output_files=output_files) + def restart(self) -> None: """(Experimental) Restart a new session.""" self._jupyter_client.restart_kernel(self._kernel_id) From 5bbf11a67c96ab9f731988877f25ff90ef8b804a Mon Sep 17 00:00:00 2001 From: Alec Solder Date: Wed, 15 Jan 2025 02:09:50 -0600 Subject: [PATCH 2/3] Adding empty notebook --- autogen/agentchat/contrib/learning/README.md | 1 + .../learning/swarms_as_code_empty.ipynb | 417 ++++++++++++++++++ 2 files changed, 418 insertions(+) create mode 100644 autogen/agentchat/contrib/learning/swarms_as_code_empty.ipynb diff --git a/autogen/agentchat/contrib/learning/README.md b/autogen/agentchat/contrib/learning/README.md index d8a23bb509..c89301f864 100644 --- a/autogen/agentchat/contrib/learning/README.md +++ b/autogen/agentchat/contrib/learning/README.md @@ -1,4 +1,5 @@ ## Intro +There is a notebook which shows this off: swarms_as_code.ipynb and swarms_as_code_empty.ipynb (use the empty one unless you want to see my logs) This notebook is going to show off all the different features added as part of this PR. diff --git a/autogen/agentchat/contrib/learning/swarms_as_code_empty.ipynb b/autogen/agentchat/contrib/learning/swarms_as_code_empty.ipynb new file mode 100644 index 0000000000..5030ce0beb --- /dev/null +++ b/autogen/agentchat/contrib/learning/swarms_as_code_empty.ipynb @@ -0,0 +1,417 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "d8f10761", + "metadata": {}, + "source": [ + "### Init and imports" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dca301a4", + "metadata": {}, + "outputs": [], + "source": [ + "import duckdb\n", + "from pydantic import BaseModel\n", + "\n", + "import autogen\n", + "from autogen.agentchat.contrib.learning.knowledge_code_gen_swarm_agent import KnowledgeCodeGenSwarmAgent\n", + "from autogen.agentchat.contrib.learning.knowledge_function_swarm_agent import KnowledgeFunctionSwarmAgent\n", + "from autogen.coding.jupyter.local_jupyter_server import LocalJupyterServer\n", + "\n", + "key_map = {\"gpt-4o-mini\": \"OPENAI_API_KEY\"}\n", + "\n", + "config_list = autogen.config_list_from_json(env_or_file=\"/workspaces/ag2/OAI_CONFIG_LIST\")\n", + "\n", + "llm_config = {\n", + " \"cache_seed\": 42, # Change the cache_seed for different trials\n", + " \"temperature\": 1,\n", + " \"config_list\": config_list,\n", + " \"timeout\": 120,\n", + "}" + ] + }, + { + "cell_type": "markdown", + "id": "3d0acab6", + "metadata": {}, + "source": [ + "### Call a function for me\n", + "\n", + "The first feature to show is creating an in code agent which calls a function for you.\n", + "\n", + "`run_query` This function is very simple. One interesting thing (that needs to be documented) is that\n", + "the function you provide can return a Tuple[Any, str]. Where the Any is passed through as the final result\n", + "but the string is what is used and interpreted by the LLM. This is so we can truncate the data for the LLM to see\n", + "but we can return the whole thing to the user.\n", + "\n", + "`queryer` This sets up an agent which is responsible for using the function.\n", + "\n", + "That's all the setup! Then it's ready to go with some simple queries. It doesn't really know anything yet.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "de253a11", + "metadata": {}, + "outputs": [], + "source": [ + "def run_query(context_variables: dict, query: str):\n", + " \"\"\"\n", + " Executes a DuckDB query and returns the results as a markdown table.\n", + "\n", + " Args:\n", + " context_variables (dict): Contextual variables (unused in this function).\n", + " query (str): The DuckDB-compatible SQL query to execute.\n", + "\n", + " Returns:\n", + " str: Query results\n", + " \"\"\"\n", + " with duckdb.connect(\"/workspaces/ag2/autogen/agentchat/contrib/learning/animal_crossing.duckdb\") as conn:\n", + " df = conn.execute(query).fetchdf()\n", + " response_lines = []\n", + " if len(df) > 50:\n", + " response_lines.append(\n", + " f\"Truncated Results: Query returned {len(df)} rows. Only 50 rows will be visible. This is not an error\"\n", + " )\n", + " response_lines.append(df.head(50).to_markdown())\n", + " return (df, \"\\n\".join(response_lines))\n", + "\n", + "\n", + "queryer = KnowledgeFunctionSwarmAgent(\n", + " name=\"AnimalCrossingQueryer\",\n", + " researcher_llm_config=llm_config,\n", + " result_validator_llm_config=llm_config,\n", + " agent_system_message=\"You are responsible for querying a database containing information about the game animal crossing. It's fine if the result you see is truncated.\",\n", + " max_rounds=50,\n", + " functions=[run_query],\n", + ")\n", + "\n", + "list_tables_result = queryer.auto_gen_func(\"List the available tables. Only use valid DuckDB syntax.\")\n", + "\n", + "print(list_tables_result.result)\n", + "\n", + "# Explicitly tell the agent to remember this response\n", + "queryer.remember(list_tables_result)" + ] + }, + { + "cell_type": "markdown", + "id": "57669eef", + "metadata": {}, + "source": [ + "### It needs a friend!\n", + "To show off the agents sharing memories with one another, here is another agent table_summarizer.\n", + "This function defined here should be able to be replaced with a way to configure structured output, but that's not super relevant.\n", + "\n", + "This agent is responsible for summarizing tables. Since it's implemented as a function, these can be saved to memories!\n", + "\n", + "This helps make the super rough example possible:\n", + "- The results of one agent aren't great to be stored in memories. They're either long or ugly\n", + "- So you instead pass the results to another agent to summarize, then you use the memories of that agent instead!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "078d1651", + "metadata": {}, + "outputs": [], + "source": [ + "class ColumnSummary(BaseModel):\n", + " column_name: str\n", + " column_type: str\n", + " values_summary: str\n", + "\n", + "\n", + "class TableSummaryModel(BaseModel):\n", + " table_name: str\n", + " table_summary: str\n", + " columns: list[ColumnSummary]\n", + "\n", + " def __str__(self):\n", + " return f\"\"\"table_name: {self.table_name}\n", + "table_summary:\n", + "{self.table_summary}\"\"\"\n", + "\n", + "\n", + "def summarize_table(context_variables: dict, table_summary: TableSummaryModel):\n", + " \"\"\"\n", + " Allows you to specify a summary of the provided text.\n", + "\n", + " Args:\n", + " table_summary (TableSummaryModel): The informational summary of the table.\n", + " Returns:\n", + " str: the summary\n", + " \"\"\"\n", + " return table_summary, str(table_summary)\n", + "\n", + "\n", + "table_summarizer = KnowledgeFunctionSwarmAgent(\n", + " name=\"TableSummarizer\",\n", + " researcher_llm_config=llm_config,\n", + " result_validator_llm_config=llm_config,\n", + " agent_system_message=\"\"\"Provide a summary of the provided table using the summarize function.\n", + "Ensure you fill out the entire TableSummaryModel schema:\n", + "table_name:str\n", + "table_summary: str The summary of the purpose and content of the table. 3 sentences max.\n", + "columns:list[str]\n", + "column_name: str\n", + "column_type: str\n", + "values_summary: str\"\"\",\n", + " max_rounds=5,\n", + " functions=[summarize_table],\n", + ")\n", + "\n", + "ten_fish_res = queryer.auto_gen_func(\"Show me 10 fish\")\n", + "# Note, not saving the memory because this is just for an example\n", + "summary_res = table_summarizer.auto_gen_func(f\"\"\"Summarize the following table: fish\n", + "{ten_fish_res.result.to_markdown()}\"\"\")\n", + "# TODO there's some bug here where the function is being passed a dict and not the data type\n", + "print(\"\\n\\n\")\n", + "print(str(summary_res.result[\"table_summary\"]))" + ] + }, + { + "cell_type": "markdown", + "id": "15faf037", + "metadata": {}, + "source": [ + "### Putting the two of them together\n", + "Putting them together, this code will query 10 example rows, then pass in those example rows to be used to summarize the table.\n", + "\n", + "Information about the previously queried or summarized tables are not super useful here, so we `remember` them after\n", + "to save on context to make this fast." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2afe7579", + "metadata": {}, + "outputs": [], + "source": [ + "res_funcs = []\n", + "tables_df = list_tables_result.result\n", + "for row in tables_df.itertuples(index=True):\n", + " # TODO remove, just a hack to make it go faster for now.\n", + " if len(res_funcs) > 10:\n", + " break\n", + " table_name = row.name\n", + "\n", + " # TODO some way to cache the function here so it doesn't have to figure it out every time with LLM calls.\n", + " example_row_res = queryer.auto_gen_func(f\"List 10 example rows in the table {table_name}\")\n", + "\n", + " summary_res = table_summarizer.auto_gen_func(f\"\"\"Summarize the following table: {table_name}\n", + "{example_row_res.result.to_markdown()}\"\"\")\n", + "\n", + " # Save the memories so they can be remembered after the loop\n", + " res_funcs.append(summary_res)\n", + "\n", + "# Go through and remember all the summaries\n", + "for res_func in res_funcs:\n", + " table_summarizer.remember(res_func)\n", + "\n", + "# Now that the table_summarizer is populated with summaries of all the tables, the queryer can use it!\n", + "queryer.add_knowledge_source(table_summarizer)\n", + "\n", + "print(f\"Queryer has {len(queryer.get_function_memories_as_messages())} memories\")" + ] + }, + { + "cell_type": "markdown", + "id": "81791162", + "metadata": {}, + "source": [ + "### So now lets show off the impact of memory\n", + "\n", + "First, we just try to ask a question that is probably too hard for a model like 4o-mini to one shot with its current knowledge\n", + "It struggles a lot more figuring out what big means" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f9e31b27", + "metadata": {}, + "outputs": [], + "source": [ + "big_fish_res = queryer.auto_gen_func(\"How many big fish are there?\")\n", + "\n", + "print(big_fish_res.result)" + ] + }, + { + "cell_type": "markdown", + "id": "4256dd85", + "metadata": {}, + "source": [ + "#### Lets have the agent examine the sizes " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8b026ae7", + "metadata": {}, + "outputs": [], + "source": [ + "fish_sizes_res = queryer.auto_gen_func(\"What are the different possible sizes of fish?\")\n", + "print(fish_sizes_res.result)\n", + "\n", + "queryer.remember(fish_sizes_res)" + ] + }, + { + "cell_type": "markdown", + "id": "9dc6ab62", + "metadata": {}, + "source": [ + "#### And now it should be able to do a better job. It got it in one go!\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "374c0e69", + "metadata": {}, + "outputs": [], + "source": [ + "big_fish_res = queryer.auto_gen_func(\"How many big fish are there?\")\n", + "\n", + "print(big_fish_res.result)" + ] + }, + { + "cell_type": "markdown", + "id": "c34f611f", + "metadata": {}, + "source": [ + "### Code Generation\n", + "\n", + "Now onto code generation. The first example here is showing code generation without \n", + "leveraging the memory of previous agents. The answer isn't quite right. It just tries\n", + "to \n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cbab25b7", + "metadata": {}, + "outputs": [], + "source": [ + "from typing import Tuple\n", + "\n", + "import pandas\n", + "\n", + "all_fish_res = queryer.auto_gen_func(\"Get me all fish\")\n", + "all_fish_df = all_fish_res.result\n", + "\n", + "with LocalJupyterServer() as server:\n", + " func_generator = KnowledgeCodeGenSwarmAgent(\n", + " name=\"FunctionGenerator\",\n", + " docker_server=server,\n", + " researcher_llm_config=llm_config,\n", + " result_validator_llm_config=llm_config,\n", + " max_rounds=50,\n", + " )\n", + " rand_fish_func_res = func_generator.generate_function(\n", + " \"\"\"Generate me a function which picks a random fish from the input fish dataframe input_df, but the choice is decided based on their size.\n", + "The bigger the fish the more common it is based on the multiplier parameter. Return (Name, Size). The result is random, its fine if it returns something small. \"\"\",\n", + " function_name=\"column_analysis_func\",\n", + " params={\"input_df\": (all_fish_df, pandas.DataFrame), \"multiplier\": (5, int)},\n", + " return_type=Tuple[str, str],\n", + " )\n", + " rand_fish_func = rand_fish_func_res.result\n", + "\n", + " print(rand_fish_func(all_fish_df, 10))" + ] + }, + { + "cell_type": "markdown", + "id": "d1d98884", + "metadata": {}, + "source": [ + "#### Now here we add `func_generator.add_knowledge_source(queryer)` to give the memories of the queryer to the function generator. It should help it know more about what the columns are." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fe9b0752", + "metadata": {}, + "outputs": [], + "source": [ + "from typing import Tuple\n", + "\n", + "import pandas\n", + "\n", + "all_fish_res = queryer.auto_gen_func(\"Get me all fish\")\n", + "all_fish_df = all_fish_res.result\n", + "with LocalJupyterServer() as server:\n", + " func_generator = KnowledgeCodeGenSwarmAgent(\n", + " name=\"FunctionGenerator\",\n", + " docker_server=server,\n", + " researcher_llm_config=llm_config,\n", + " result_validator_llm_config=llm_config,\n", + " max_rounds=50,\n", + " )\n", + " func_generator.add_knowledge_source(queryer)\n", + " rand_fish_func_res = func_generator.generate_function(\n", + " \"\"\"Generate me a function which picks a random fish from the input fish dataframe input_df, but the choice is decided based on their size.\n", + "The bigger the fish the more common it is based on the multiplier parameter. Return (Name, Size). The result is random, its fine if it returns something small. \"\"\",\n", + " function_name=\"column_analysis_func\",\n", + " params={\"input_df\": (all_fish_df, pandas.DataFrame), \"multiplier\": (5, int)},\n", + " return_type=Tuple[str, str],\n", + " )\n", + " rand_fish_func = rand_fish_func_res.result\n", + "\n", + "for i in range(10):\n", + " print(rand_fish_func(all_fish_df, 10))\n", + "\n", + "for i in range(10):\n", + " print(rand_fish_func(all_fish_df, 1000))" + ] + }, + { + "cell_type": "markdown", + "id": "159cd7b6", + "metadata": {}, + "source": [] + } + ], + "metadata": { + "front_matter": { + "description": "Learn how to implement both synchronous and asynchronous function calls using AssistantAgent and UserProxyAgent in AutoGen, with examples of their application in individual and group chat settings for task execution with language models.", + "tags": [ + "tool/function", + "async" + ] + }, + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.21" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 742c48776f79c1e2df21ec966d7a1e0450d350f2 Mon Sep 17 00:00:00 2001 From: Alec Solder Date: Wed, 15 Jan 2025 08:58:15 -0600 Subject: [PATCH 3/3] One more readme change --- autogen/agentchat/contrib/learning/README.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/autogen/agentchat/contrib/learning/README.md b/autogen/agentchat/contrib/learning/README.md index c89301f864..b6f8202f8f 100644 --- a/autogen/agentchat/contrib/learning/README.md +++ b/autogen/agentchat/contrib/learning/README.md @@ -1,8 +1,6 @@ ## Intro There is a notebook which shows this off: swarms_as_code.ipynb and swarms_as_code_empty.ipynb (use the empty one unless you want to see my logs) -This notebook is going to show off all the different features added as part of this PR. - The idea for this came from the fact that I wanted to leverage the swarm-loop debugging functionality but there was a lot to be desired in the "orchestration" of these swarm-loop debugging efforts. I'm sure someone can make a model strategize and orchestrate big complicated swarms though.