Add input type to graph

Signed-off-by: Di Wang <[email protected]>

app/graph.py

@@ -3,11 +3,13 @@
 from typing import Annotated, Sequence, TypedDict
 
 from langchain.agents import create_openai_tools_agent, AgentExecutor
-from langchain_core.messages import BaseMessage, HumanMessage
+from langchain_core.messages import BaseMessage, HumanMessage, AIMessage, SystemMessage, FunctionMessage, ChatMessage, \
+    ToolMessage
 from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
 from langchain_openai import ChatOpenAI
 from langgraph.graph import StateGraph, END
 from langgraph.pregel import Pregel
+from pydantic import BaseModel
 
 from app.chains.supervisor import build_supervisor_chain
 from app.dependencies.openai_chat_model import openai_chat_model
@@ -78,4 +80,9 @@ def build_graph() -> Pregel:
     return workflow.compile()
 
 
-graph = build_graph()
+class Input(BaseModel):
+    messages: Sequence[HumanMessage | AIMessage | SystemMessage | FunctionMessage | ChatMessage | ToolMessage]
+    next: str | None
+
+
+graph = build_graph().with_types(input_type=Input)