3fiddlZddlZddlmZddlmZddlmZddlm Z m Z m Z ddl m Z ejeZde ded e fd Zd eeeefd ee fd Zy) N)Sequence)Any) AgentAction) AIMessage BaseMessage ToolMessage)ToolAgentAction agent_action observationreturnc(t|ts tj|d}n|}t|j|d|jiS#t$rt|}Y:t $r#t jdt|}YdwxYw)alConvert agent action and observation into a tool message. Args: agent_action: the tool invocation request from the agent. observation: the result of the tool invocation. Returns: ToolMessage that corresponds to the original tool invocation. Raises: ValueError: if the observation cannot be converted to a string. F) ensure_asciiz2Unexpected error converting observation to string.name) tool_call_idcontentadditional_kwargs) isinstancestrjsondumps TypeError Exception_logger exceptionrrtool)r r rs n/var/www/auto_recruiter/arenv/lib/python3.12/site-packages/langchain_classic/agents/format_scratchpad/tools.py_create_tool_messagers k3 ' 'jj5AG !..!<#4#45  '+&G '   R S+&G 'sAB&(BBintermediate_stepsc"g}|D]\}}t|trHgt|jt ||}|j |Dcgc] }||vs| c}^|j t|j|Scc}w)zConvert (AgentAction, tool output) tuples into `ToolMessage` objects. Args: intermediate_steps: Steps the LLM has taken to date, along with observations. Returns: list of messages to send to the LLM for the next prediction. )r) rr list message_logrextendappendrlog)rmessagesr r new_messagesnews rformat_to_tool_messagesr(3sH%7A! k lO 4l../$\;?L OOLPSCx.>? @A OQs B B )rloggingcollections.abcrtypingrlangchain_core.agentsrlangchain_core.messagesrrr-langchain_classic.agents.output_parsers.toolsr getLogger__name__rrtuplerr r(rr4s $- J '  H %!B {C'7!89 +r3