6i2dZddlmZddlZddlZddlmZmZddlm Z ddl m Z ddl m Z gd Zejd dd Zejd dd Zejd ddZy)z Standalone schema generation utilities for different LLM providers. This module provides provider-agnostic functions to generate schemas from Pydantic models without requiring inheritance from OpenAISchema or use of decorators. ) annotationsN)Anycast)parse) BaseModel)map_to_gemini_function_schema)generate_openai_schemagenerate_anthropic_schemagenerate_gemini_schema)maxsizec|j}t|jxsd}|jDcic] \}}|dvs ||}}}|jD];}|j x}|dvs|j x}s&d|d|vs1||d|d<=td|djD|d<d|vr/|jr|j|d<nd|jd|d<|d |d|d Scc}}w) ak Generate OpenAI function schema from a Pydantic model. Args: model: A Pydantic BaseModel subclass Returns: A dictionary in the format of OpenAI's function schema Note: The model's docstring will be used for the function description. Parameter descriptions from the docstring will enrich field descriptions. )title description propertiesrc30K|]\}}d|vs |yw)defaultN).0kvs g/root/.openclaw/workspace/visionaryfx/venv/lib/python3.12/site-packages/instructor/processing/schema.py z)generate_openai_schema..5s $a)1:L$s requiredzCorrectly extracted `z5` with all the required parameters with correct typesrnamer parameters) model_json_schemar__doc__itemsparamsarg_namersortedshort_description__name__) modelschema docstringrrrparamrrs rr r sI $ $ &Femm)r*I#)<<>W41aQ>V5V!Q$WJW!!LNN "Dz,'? ? ,, ,K ,J|$ = ! wm,  /Xs D DcLt|}|d|d|jdS)z Generate Anthropic tool schema from a Pydantic model. Args: model: A Pydantic BaseModel subclass Returns: A dictionary in the format of Anthropic's tool schema rr)rr input_schema)r r )r( openai_schemas rr r Is4+51Mf%$]3//1 c"tjdtd ddl}t t |j d}t|}|j|d|dt|d  }|S#t$r}td |d}~wwxYw) a% Generate Gemini function schema from a Pydantic model. Args: model: A Pydantic BaseModel subclass Returns: A Gemini FunctionDeclaration object Note: This function is deprecated. The google-generativeai library is being replaced by google-genai. zhgenerate_gemini_schema is deprecated. The google-generativeai library is being replaced by google-genai.r) stacklevelrNzgoogle.generativeai.typesrrrrz`google-generativeai is deprecated. Please install google-genai instead: pip install google-genai) warningswarnDeprecationWarning importlibrr import_moduler FunctionDeclarationr ImportError)r(r5 genai_typesr.functiones rr r ]s MMr 3 7 78S TU /u5 22v&%m44]<5PQ3    n  sAA44 B= B  B)r(type[BaseModel]returnzdict[str, Any])r(r<r=r)r! __future__r functoolsr2typingrrdocstring_parserrpydanticrproviders.gemini.utilsr __all__ lru_cacher r r rr/rrFs#"B S!+"+\S!"&S!'"'r/