o Zh@shdZddlZddlZddlmZddlmZmZmZm Z ddl Z ddl m Z ddl mZddlmZddlmZmZdd lmZdd lmZmZeeZd Zd ed edeedede eeff ddZe ddd  dd ed eedeeedede eeff ddZe dddde e efdede eeffddZ!de e efdede eeffddZ"dS)z!Functionality for loading agents.N)Path)AnyListOptionalUnion) deprecated)BaseLanguageModel)Tool)BaseMultiActionAgentBaseSingleActionAgent)AGENT_TO_CLASS) load_chainload_chain_from_configzHhttps://raw.githubusercontent.com/hwchase17/langchain-hub/master/agents/configllmtoolskwargsreturncKsJ|d}|tvrtd|dt|}i||}|j||fi|S)N_typeLoading  agent not supported)popr ValueErrorZfrom_llm_and_tools)rrrr config_type agent_clscombined_configrO/var/www/html/lang_env/lib/python3.10/site-packages/langchain/agents/loading.py_load_agent_from_toolss  rz0.1.0z1.0)ZremovalcKsd|vrtd|dd}|r*|durtd|dur tdt|||fi|S|d}|tvr;td|d t|}d |vrMt|d |d <nd |vr[t|d |d <ntd d |vrktd|d =i||}|di|S)aLoad agent from Config Dict. Args: config: Config dict to load agent from. llm: Language model to use as the agent. tools: List of tools this agent has access to. kwargs: Additional keyword arguments passed to the agent executor. Returns: An agent executor. Raises: ValueError: If agent type is not specified in the config. rz$Must specify an agent Type in configZload_from_llm_and_toolsFNzFIf `load_from_llm_and_tools` is set to True, then LLM must be providedzHIf `load_from_llm_and_tools` is set to True, then tools must be providedrrZ llm_chainZllm_chain_pathzsl           9