from .sub_heartflow import SubHeartflow from .observation import ChattingObservation from src.plugins.moods.moods import MoodManager from src.plugins.models.utils_model import LLM_request from src.plugins.config.config import global_config from src.plugins.schedule.schedule_generator import bot_schedule import asyncio from src.common.logger import get_module_logger, LogConfig, HEARTFLOW_STYLE_CONFIG # noqa: E402 import time heartflow_config = LogConfig( # 使用海马体专用样式 console_format=HEARTFLOW_STYLE_CONFIG["console_format"], file_format=HEARTFLOW_STYLE_CONFIG["file_format"], ) logger = get_module_logger("heartflow", config=heartflow_config) class CuttentState: def __init__(self): self.willing = 0 self.current_state_info = "" self.mood_manager = MoodManager() self.mood = self.mood_manager.get_prompt() def update_current_state_info(self): self.current_state_info = self.mood_manager.get_current_mood() class Heartflow: def __init__(self): self.current_mind = "你什么也没想" self.past_mind = [] self.current_state: CuttentState = CuttentState() self.llm_model = LLM_request( model=global_config.llm_heartflow, temperature=0.6, max_tokens=1000, request_type="heart_flow" ) self._subheartflows = {} self.active_subheartflows_nums = 0 self.personality_info = " ".join(global_config.PROMPT_PERSONALITY) async def _cleanup_inactive_subheartflows(self): """定期清理不活跃的子心流""" while True: current_time = time.time() inactive_subheartflows = [] # 检查所有子心流 for subheartflow_id, subheartflow in self._subheartflows.items(): if ( current_time - subheartflow.last_active_time > global_config.sub_heart_flow_stop_time ): # 10分钟 = 600秒 inactive_subheartflows.append(subheartflow_id) logger.info(f"发现不活跃的子心流: {subheartflow_id}") # 清理不活跃的子心流 for subheartflow_id in inactive_subheartflows: del self._subheartflows[subheartflow_id] logger.info(f"已清理不活跃的子心流: {subheartflow_id}") await asyncio.sleep(30) # 每分钟检查一次 async def heartflow_start_working(self): # 启动清理任务 asyncio.create_task(self._cleanup_inactive_subheartflows()) while True: # 检查是否存在子心流 if not self._subheartflows: logger.info("当前没有子心流，等待新的子心流创建...") await asyncio.sleep(30) # 每分钟检查一次是否有新的子心流 continue await self.do_a_thinking() await asyncio.sleep(global_config.heart_flow_update_interval) # 5分钟思考一次 async def do_a_thinking(self): logger.debug("麦麦大脑袋转起来了") self.current_state.update_current_state_info() personality_info = self.personality_info current_thinking_info = self.current_mind mood_info = self.current_state.mood related_memory_info = "memory" sub_flows_info = await self.get_all_subheartflows_minds() schedule_info = bot_schedule.get_current_num_task(num=4, time_info=True) prompt = "" prompt += f"你刚刚在做的事情是：{schedule_info}\n" prompt += f"{personality_info}\n" prompt += f"你想起来{related_memory_info}。" prompt += f"刚刚你的主要想法是{current_thinking_info}。" prompt += f"你还有一些小想法，因为你在参加不同的群聊天，是你正在做的事情：{sub_flows_info}\n" prompt += f"你现在{mood_info}。" prompt += "现在你接下去继续思考，产生新的想法，但是要基于原有的主要想法，不要分点输出，" prompt += "输出连贯的内心独白，不要太长，但是记得结合上述的消息，关注新内容:" reponse, reasoning_content = await self.llm_model.generate_response_async(prompt) self.update_current_mind(reponse) self.current_mind = reponse logger.info(f"麦麦的总体脑内状态：{self.current_mind}") # logger.info("麦麦想了想，当前活动:") # await bot_schedule.move_doing(self.current_mind) for _, subheartflow in self._subheartflows.items(): subheartflow.main_heartflow_info = reponse def update_current_mind(self, reponse): self.past_mind.append(self.current_mind) self.current_mind = reponse async def get_all_subheartflows_minds(self): sub_minds = "" for _, subheartflow in self._subheartflows.items(): sub_minds += subheartflow.current_mind return await self.minds_summary(sub_minds) async def minds_summary(self, minds_str): personality_info = self.personality_info mood_info = self.current_state.mood prompt = "" prompt += f"{personality_info}\n" prompt += f"现在{global_config.BOT_NICKNAME}的想法是：{self.current_mind}\n" prompt += f"现在{global_config.BOT_NICKNAME}在qq群里进行聊天，聊天的话题如下：{minds_str}\n" prompt += f"你现在{mood_info}\n" prompt += """现在请你总结这些聊天内容，注意关注聊天内容对原有的想法的影响，输出连贯的内心独白 不要太长，但是记得结合上述的消息，要记得你的人设，关注新内容:""" reponse, reasoning_content = await self.llm_model.generate_response_async(prompt) return reponse def create_subheartflow(self, subheartflow_id): """ 创建一个新的SubHeartflow实例 添加一个SubHeartflow实例到self._subheartflows字典中 并根据subheartflow_id为子心流创建一个观察对象 """ if subheartflow_id not in self._subheartflows: logger.debug(f"创建 subheartflow: {subheartflow_id}") subheartflow = SubHeartflow(subheartflow_id) # 创建一个观察对象，目前只可以用chat_id创建观察对象 logger.debug(f"创建 observation: {subheartflow_id}") observation = ChattingObservation(subheartflow_id) logger.debug("添加 observation ") subheartflow.add_observation(observation) logger.debug("添加 observation 成功") # 创建异步任务 logger.debug("创建异步任务") asyncio.create_task(subheartflow.subheartflow_start_working()) logger.debug("创建异步任务 成功") self._subheartflows[subheartflow_id] = subheartflow logger.info("添加 subheartflow 成功") return self._subheartflows[subheartflow_id] def get_subheartflow(self, observe_chat_id): """获取指定ID的SubHeartflow实例""" return self._subheartflows.get(observe_chat_id) # 创建一个全局的管理器实例 heartflow = Heartflow()