class AbsractAgent:
    def __init__(
        self,
        llm,
        temperature
    ) -> None:
        pass
    
    #single query
    def run(self, task: str):
        pass

    # conversational back and forth
    def chat(self, message: str):
        message_historys = []
        message_historys.append(message)

        reply = self.run(message)
        message_historys.append(reply)

        return message_historys

    def step(self, message):
        pass

    def reset(self):
        pass