tj{ dZddlmZddlmZmZddlmZddlm Z ddl m Z ddl m Z ddlmZdd lmZGd d e Zd S) zHTool for interacting with a single API with natural language definition.) annotations)AnyOptional)BaseLanguageModel)Tool)OpenAPIEndpointChain) APIOperation) OpenAPISpec)RequestscJeZdZdZeddZe dddZd S)NLAToolzNatural Language API Tool.chainr api_titlestrreturn 'NLATool'c|ddd|jj}d|d|jj}|||j|S)zConvert an endpoint chain to an API endpoint tool. Args: chain: The endpoint chain. api_title: The title of the API. Returns: The API endpoint tool.  _.zI'm an AI from zG. Instruct what you want, and I'll assist via an API with description: )namefunc description)replace api_operation operation_idrrun)clsrr expanded_namers i/var/www/html/CA-Chatbot/venv/lib/python3.11/site-packages/langchain_community/agent_toolkits/nla/tool.pyfrom_open_api_endpoint_chainz$NLATool.from_open_api_endpoint_chainst  c** O OU-@-M O O  2i 2 2#/ 2 2  s EI;OOOONFllmrpathmethodspecr requestsOptional[Requests]verboseboolreturn_intermediate_stepskwargsrc tj|||} tj| |f|||d|} || |jjS)a<Instantiate the tool from the specified path and method. Args: llm: The language model to use. path: The path of the API. method: The method of the API. spec: The OpenAPI spec. requests: Optional requests object. Default is None. verbose: Whether to print verbose output. Default is False. return_intermediate_steps: Whether to return intermediate steps. Default is False. kwargs: Additional arguments. Returns: The tool. )r'r)r+)r from_openapi_specrfrom_api_operationr!infotitle) rr#r$r%r&r'r)r+r,rrs r from_llm_and_methodzNLATool.from_llm_and_method*sk8%6tT6JJ $7   &?      //tyGGGr")rrrrrr)NFF)r#rr$rr%rr&r r'r(r)r*r+r*r,rrr)__name__ __module__ __qualname____doc__ classmethodr!r2r"r r r ss$$PPP[P,(,*/$H$H$H$H[$H$H$Hr"r N)r6 __future__rtypingrrlangchain_core.language_modelsrlangchain_core.toolsr(langchain_community.chains.openapi.chainr2langchain_community.tools.openapi.utils.api_modelsr 5langchain_community.tools.openapi.utils.openapi_utilsr &langchain_community.utilities.requestsr r r8r"r rAsNN"""""" <<<<<<%%%%%%IIIIIIKKKKKKMMMMMM;;;;;;?H?H?H?H?Hd?H?H?H?H?Hr"