蘺hdZddlZddlZddlmZddlmZmZmZm Z ddl Z ddl m Z ddl mZddlmZddlmZmZdd lmZdd lmZdd lmZmZejeZd Zd ededeedede eeff dZ e dd dd edeedeeedede eeff dZ!e ddde e"efdede eeffdZ#de e"efdede eeffdZ$dS)z!Functionality for loading agents.N)Path)AnyListOptionalUnion) deprecated)BaseLanguageModel)try_load_from_hub)BaseMultiActionAgentBaseSingleActionAgent)Tool)AGENT_TO_CLASS) load_chainload_chain_from_configzHhttps://raw.githubusercontent.com/hwchase17/langchain-hub/master/agents/configllmtoolskwargsreturnc |d}|tvrtd|dt|}i||}|j||fi|S)N_typeLoading  agent not supported)popr ValueErrorfrom_llm_and_tools)rrrr config_type agent_clscombined_configs `/var/www/html/services/rag-service/venv/lib/python3.11/site-packages/langchain/agents/loading.py_load_agent_from_toolsr!sp**W%%K.((EKEEEFFF{+I**6*O '9 'U F Fo F FFz0.1.0z0.2.0)removalc Zd|vrtd|dd}|r1|td|tdt|||fi|S|d}|tvrtd|d t|}d |vr&t |d |d <n9d |vr&t |d |d <ntd d |vrt d|d =i||}|di|S)a:Load agent from Config Dict. Args: config: Config dict to load agent from. llm: Language model to use as the agent. tools: List of tools this agent has access to. **kwargs: Additional keyword arguments passed to the agent executor. Returns: An agent executor. rz$Must specify an agent Type in configload_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_chainllm_chain_pathzrSs'' ------------ ******<<<<<<::::::NNNNNNNN''''''111111GGGGGGGG  8 $ $ U G  G( G15d GGJ G "6 67 G G G G GW%%%(,"&4(4( 4( # $4( DJ 4( 4(  "6 67 4(4(4(&%4(n GW%%%5 T 5&)5 "6 67555&%5*4 T 4&)4 "6 67444444r"