tj dZddlZddlZddlmZddlmZddlZddlm Z ddl m Z ddl m Z ddlmZmZdd lmZdd lmZmZejeZd Zd ed e dee dedeezf dZe dd dd ed e dzdee dzdedeezf dZe dddeezdedeezfdZdeezdedeezfdZ dS)z!Functionality for loading agents.N)Path)Any) deprecated)BaseLanguageModel)Tool)BaseMultiActionAgentBaseSingleActionAgent)AGENT_TO_CLASS) load_chainload_chain_from_configzHhttps://raw.githubusercontent.com/hwchase17/langchain-hub/master/agents/configllmtoolskwargsreturnc |d}|tvrd|d}t|t|}i||}|j||fi|S)N_typeLoading  agent not supported)popr ValueErrorfrom_llm_and_tools)r rrr config_typemsg agent_clscombined_configs ^/var/www/html/CA-Chatbot/venv/lib/python3.11/site-packages/langchain_classic/agents/loading.py_load_agent_from_toolsrsr **W%%K.((::::oo{+I**6*O '9 'U F Fo F FFz0.1.0z2.0.0)removalc nd|vrd}t||dd}|r5|d}t||d}t|t|||fi|S|d}|tvrd|d }t|t|}d |vr&t |d |d <n;d |vr&t |d |d <nd }t|d |vrt d|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 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_pathzrOsD''  ******<<<<<<%%%%%%VVVVVVVV999999OOOOOOOO  8 $ $ U G  G  G : G G 11 G G G G  GW%%%%)#;(;( ;( T !;( : ;( ;( 11 ;(;(;(&%;(| GW%%%1 *1111111&%164 *4411444444r