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31 lines
837 B
Python
31 lines
837 B
Python
from typing import Optional, Type, TypedDict
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from langchain.pydantic_v1 import BaseModel
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from langchain.utils.json_schema import dereference_refs
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class FunctionDescription(TypedDict):
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"""Representation of a callable function to the OpenAI API."""
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name: str
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"""The name of the function."""
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description: str
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"""A description of the function."""
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parameters: dict
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"""The parameters of the function."""
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def convert_pydantic_to_openai_function(
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model: Type[BaseModel],
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*,
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name: Optional[str] = None,
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description: Optional[str] = None
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) -> FunctionDescription:
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schema = dereference_refs(model.schema())
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schema.pop("definitions", None)
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return {
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"name": name or schema["title"],
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"description": description or schema["description"],
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"parameters": schema,
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}
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