a ~g @sLdZddlZddlZddlmZddlmZmZmZm Z ddl Z ddl m Z ddl mZddlmZddlmZmZdd lmZdd lmZmZeeZd Zeeeeee eefd d dZe ddddeeeeeeee eefd ddZe ddde e efee eefdddZ!e e efee eefdddZ"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}|tvr"td|dt|}i||}|j||fi|S)N_typeLoading  agent not supported)popr ValueErrorfrom_llm_and_tools)rrrr config_type agent_clscombined_configr]/var/www/html/emsaiapi.evdpl.com/venv/lib/python3.9/site-packages/langchain/agents/loading.py_load_agent_from_toolss   rz0.1.0z1.0)removalcKsd|vrtd|dd}|rT|dur0td|dur@tdt|||fi|S|d}|tvrvtd|d t|}d |vrt|d |d <n$d |vrt|d |d <ntd d |vrtd|d =i||}|fi|S)aLoad agent from Config Dict. Args: config: Config dict to load agent from. llm: Language model to use as the agent. tools: List of tools this agent has access to. kwargs: Additional keyword arguments passed to the agent executor. Returns: An agent executor. Raises: ValueError: If agent type is not specified in the config. rz$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 providedrr llm_chainZllm_chain_pathzsB          9