ihRddlmZmZdedeeefdefdZdedefdZdedefdZy ) )AnyDictschema definitionsreturnctt|tr$t|D]\}}t||||<|St|trsd|vrH|j dj dd}|j|i}|j||S|jD]\}}t||||<|S)zW Resolve the $ref keys in a JSON schema object using the provided definitions. z$ref/) isinstancelist enumerate_resolve_schema_referencesdictpopsplitgetupdateitems)rriitemref_keyrefkeyvalues e/var/www/html/dev/engine/venv/lib/python3.12/site-packages/langchain/chains/openai_functions/utils.pyrrs&$ ( FGAt24EF1I F M FD ! V jj(..s3B7G//'2.C MM#  M%lln M U8 Ls  M Mc|djDcic] \}}|d|i|}}}d||jdgdScc}}w)N propertiestitleobjectrequired)typerr!)rr)rkvpropss r_convert_schemar&sZ.4\.B.H.H.J KdaQ!!q! ! KE KJJz2.  LsAfunctionc|gd|didS)zReturn the kwargs for the LLMChain constructor. Args: function: The function to use. Returns: The kwargs for the LLMChain constructor. name) functions function_call)r's rget_llm_kwargsr-s#vx?O6P QQrN)typingrrstrrrr&r-r,rrr0sSsc3hC$DT RT Rd Rr