NgddlZddlmZmZmZddlmZddlmZm Z m Z ddl m Z de de de fd Zd eeee fdee fd ZdS) N)ListSequenceTuple) AgentAction) AIMessage BaseMessage ToolMessage)ToolAgentAction agent_action observationreturnct|ts7 tj|d}n!#t$rt|}YnwxYw|}t |j|d|jiS)akConvert agent action and observation into a tool message. Args: agent_action: the tool invocation request from the agent. observation: the result of the tool invocation. Returns: ToolMessage that corresponds to the original tool invocation. Raises: ValueError: if the observation cannot be converted to a string. F) ensure_asciiname) tool_call_idcontentadditional_kwargs) isinstancestrjsondumps Exceptionr rtool)r r rs d/var/www/html/ai-engine/env/lib/python3.11/site-packages/langchain/agents/format_scratchpad/tools.py_create_tool_messagers k3 ' ' 'j5AAAGG ' ' '+&&GGG ' !.!<#45   s.A  A intermediate_stepsc&g|D]\}}t|trHt|jt ||gz}fd|Dbt|jS)zConvert (AgentAction, tool output) tuples into ToolMessages. Args: intermediate_steps: Steps the LLM has taken to date, along with observations. Returns: list of messages to send to the LLM for the next prediction. cg|]}|v| Sr).0newmessagess r z+format_to_tool_messages..<s#PPPSCx??? @ @ @ @ Or$)rtypingrrrlangchain_core.agentsrlangchain_core.messagesrrr %langchain.agents.output_parsers.toolsr rrr+rr$rr0s ((((((((((------ BAAAAA!038 {C'7!89 +r$