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agentchat.contrib.society_of_mind_agent

SocietyOfMindAgent​

class SocietyOfMindAgent(ConversableAgent)

(In preview) A single agent that runs a Group Chat as an inner monologue. At the end of the conversation (termination for any reason), the SocietyOfMindAgent applies the response_preparer method on the entire inner monologue message history to extract a final answer for the reply.

Most arguments are inherited from ConversableAgent. New arguments are: chat_manager (GroupChatManager): the group chat manager that will be running the inner monologue response_preparer (Optional, Callable or String): If response_preparer is a callable function, then it should have the signature: f( self: SocietyOfMindAgent, messages: List[Dict]) where self is this SocietyOfMindAgent, and messages is a list of inner-monologue messages. The function should return a string representing the final response (extracted or prepared) from that history. If response_preparer is a string, then it should be the LLM prompt used to extract the final message from the inner chat transcript. The default response_preparer depends on if an llm_config is provided. If llm_config is False, then the response_preparer deterministically returns the last message in the inner-monolgue. If llm_config is set to anything else, then a default LLM prompt is used.

chat_manager​

@property
def chat_manager() -> Union[GroupChatManager, None]

Return the group chat manager.

update_chat_manager​

def update_chat_manager(chat_manager: Union[GroupChatManager, None])

Update the chat manager.

Arguments:

  • chat_manager GroupChatManager - the group chat manager

generate_inner_monologue_reply​

def generate_inner_monologue_reply(
    messages: Optional[List[Dict]] = None,
    sender: Optional[Agent] = None,
    config: Optional[OpenAIWrapper] = None
) -> Tuple[bool, Union[str, Dict, None]]

Generate a reply by running the group chat