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Add schemas to extraction #126

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Oct 27, 2024
Merged

Add schemas to extraction #126

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10 changes: 10 additions & 0 deletions templates/components/prompt-template.jsonnet
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Original file line number Diff line number Diff line change
Expand Up @@ -49,6 +49,11 @@ local default_prompts = import "prompts/default-prompts.jsonnet";
"document-prompt=text",
"extract-rows=json",

"--prompt-schema",
'extract-definitions={ "type": "array", "items": { "type": "object", "properties": { "entity": { "type": "string" }, "definition": { "type": "string" } }, "required": [ "entity", "definition" ] } }',
'extract-relationships={ "type": "array", "items": { "type": "object", "properties": { "subject": { "type": "string" }, "predicate": { "type": "string" }, "object": { "type": "string" }, "object-entity": { "type": "boolean" } }, "required": [ "subject", "predicate", "object", "object-entity" ] } }',
'extract-topics={ "type": "array", "items": { "type": "object", "properties": { "topic": { "type": "string" }, "definition": { "type": "string" } }, "required": [ "topic", "definition" ] } }',

])
.with_limits("0.5", "128M")
.with_reservations("0.1", "128M");
Expand Down Expand Up @@ -114,6 +119,11 @@ local default_prompts = import "prompts/default-prompts.jsonnet";
"document-prompt=text",
"extract-rows=json",

"--prompt-schema",
'extract-definitions={ "type": "array", "items": { "type": "object", "properties": { "entity": { "type": "string" }, "definition": { "type": "string" } }, "required": [ "entity", "definition" ] } }',
'extract-relationships={ "type": "array", "items": { "type": "object", "properties": { "subject": { "type": "string" }, "predicate": { "type": "string" }, "object": { "type": "string" }, "object-entity": { "type": "boolean" } }, "required": [ "subject", "predicate", "object", "object-entity" ] } }',
'extract-topics={ "type": "array", "items": { "type": "object", "properties": { "topic": { "type": "string" }, "definition": { "type": "string" } }, "required": [ "topic", "definition" ] } }',

])
.with_limits("0.5", "128M")
.with_reservations("0.1", "128M");
Expand Down
4 changes: 2 additions & 2 deletions trustgraph-base/trustgraph/clients/prompt_client.py
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Original file line number Diff line number Diff line change
Expand Up @@ -28,7 +28,7 @@ class Relationship:

@dataclasses.dataclass
class Topic:
topic: str
name: str
definition: str

class PromptClient(BaseClient):
Expand Down Expand Up @@ -118,7 +118,7 @@ def request_topics(self, chunk, timeout=300):
)

return [
Topic(topic=d["topic"], definition=d["definition"])
Topic(name=d["topic"], definition=d["definition"])
for d in topics
]

Expand Down
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