Method from_LLMResponse

langroid/agent/chat_document.py:332–375

Convert LLMResponse to ChatDocument. Args: response (LLMResponse): LLMResponse to convert. displayed (bool): Whether this response was displayed to the user. recognize_recipient_in_content (bool): Whether to parse message text for

(
        response: LLMResponse,
        displayed: bool = False,
        recognize_recipient_in_content: bool = True,
    )

    @staticmethod
    def from_LLMResponse(
        response: LLMResponse,
        displayed: bool = False,
        recognize_recipient_in_content: bool = True,
    ) -> "ChatDocument":
        """
        Convert LLMResponse to ChatDocument.
        Args:
            response (LLMResponse): LLMResponse to convert.
            displayed (bool): Whether this response was displayed to the user.
            recognize_recipient_in_content (bool): Whether to parse message text
                for recipient routing (``TO[<recipient>]:`` and JSON
                ``{"recipient": ...}``). Default True.
        Returns:
            ChatDocument: ChatDocument representation of this LLMResponse.
        """
        recipient, message = response.get_recipient_and_message(
            recognize_recipient_in_content
        )
        message = message.strip()
        if message in ["''", '""']:
            message = ""
        if response.function_call is not None:
            ChatDocument._clean_fn_call(response.function_call)
        if response.oai_tool_calls is not None:
            # there must be at least one if it's not None
            for oai_tc in response.oai_tool_calls:
                ChatDocument._clean_fn_call(oai_tc.function)
        return ChatDocument(
            content=message,
            reasoning=response.reasoning,
            content_with_reasoning=response.message_with_reasoning,
            content_any=message,
            oai_tool_calls=response.oai_tool_calls,
            function_call=response.function_call,
            metadata=ChatDocMetaData(
                source=Entity.LLM,
                sender=Entity.LLM,
                usage=response.usage,
                displayed=displayed,
                cached=response.cached,
                recipient=recipient,
            ),
        )

    @staticmethod
    def from_str(msg: str) -> "ChatDocument":