from .sub_heartflow import SubHeartflow from .observation import ChattingObservation from src.plugins.moods.moods import MoodManager from src.plugins.models.utils_model import LLMRequest from src.config.config import global_config from src.plugins.schedule.schedule_generator import bot_schedule from src.plugins.utils.prompt_builder import Prompt, global_prompt_manager import asyncio from src.common.logger import get_module_logger, LogConfig, HEARTFLOW_STYLE_CONFIG # noqa: E402 from src.individuality.individuality import Individuality import time import random from typing import Dict, Any 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) def init_prompt(): prompt = "" prompt += "你刚刚在做的事情是：{schedule_info}\n" prompt += "{personality_info}\n" prompt += "你想起来{related_memory_info}。" prompt += "刚刚你的主要想法是{current_thinking_info}。" prompt += "你还有一些小想法，因为你在参加不同的群聊天，这是你正在做的事情：{sub_flows_info}\n" prompt += "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:" Prompt(prompt, "thinking_prompt") prompt = "" prompt += "{personality_info}\n" prompt += "现在{bot_name}的想法是：{current_mind}\n" prompt += "现在{bot_name}在qq群里进行聊天，聊天的话题如下：{minds_str}\n" prompt += "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:""" Prompt(prompt, "mind_summary_prompt") class CurrentState: def __init__(self): self.current_state_info = "" self.mood_manager = MoodManager() self.mood = self.mood_manager.get_prompt() self.attendance_factor = 0 self.engagement_factor = 0 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: CurrentState = CurrentState() self.llm_model = LLMRequest( model=global_config.llm_heartflow, temperature=0.6, max_tokens=1000, request_type="heart_flow" ) self._subheartflows: Dict[Any, SubHeartflow] = {} 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 _sub_heartflow_update(self): 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 heartflow_start_working(self): # 启动清理任务 asyncio.create_task(self._cleanup_inactive_subheartflows()) # 启动子心流更新任务 asyncio.create_task(self._sub_heartflow_update()) @staticmethod async def _update_current_state(): print("TODO") async def do_a_thinking(self): logger.debug("麦麦大脑袋转起来了") self.current_state.update_current_state_info() # 开始构建prompt prompt_personality = "你" # person individuality = Individuality.get_instance() personality_core = individuality.personality.personality_core prompt_personality += personality_core personality_sides = individuality.personality.personality_sides random.shuffle(personality_sides) prompt_personality += f",{personality_sides[0]}" identity_detail = individuality.identity.identity_detail random.shuffle(identity_detail) prompt_personality += f",{identity_detail[0]}" personality_info = prompt_personality current_thinking_info = self.current_mind mood_info = self.current_state.mood related_memory_info = "memory" try: sub_flows_info = await self.get_all_subheartflows_minds() except Exception as e: logger.error(f"获取子心流的想法失败: {e}") return 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，这是你正在做的事情：{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:" prompt = (await global_prompt_manager.get_prompt_async("thinking_prompt")).format( schedule_info, personality_info, related_memory_info, current_thinking_info, sub_flows_info, mood_info ) try: response, reasoning_content = await self.llm_model.generate_response_async(prompt) except Exception as e: logger.error(f"内心独白获取失败: {e}") return self.update_current_mind(response) self.current_mind = response 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 = response def update_current_mind(self, response): self.past_mind.append(self.current_mind) self.current_mind = response 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): # 开始构建prompt prompt_personality = "你" # person individuality = Individuality.get_instance() personality_core = individuality.personality.personality_core prompt_personality += personality_core personality_sides = individuality.personality.personality_sides random.shuffle(personality_sides) prompt_personality += f",{personality_sides[0]}" identity_detail = individuality.identity.identity_detail random.shuffle(identity_detail) prompt_personality += f",{identity_detail[0]}" personality_info = prompt_personality 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:""" prompt = (await global_prompt_manager.get_prompt_async("mind_summary_prompt")).format( personality_info, global_config.BOT_NICKNAME, self.current_mind, minds_str, mood_info ) response, reasoning_content = await self.llm_model.generate_response_async(prompt) return response 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 """ try: if subheartflow_id not in self._subheartflows: 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) subheartflow.add_observation(observation) logger.debug("添加 observation 成功") # 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] except Exception as e: logger.error(f"创建 subheartflow 失败: {e}") return None def get_subheartflow(self, observe_chat_id) -> SubHeartflow: """获取指定ID的SubHeartflow实例""" return self._subheartflows.get(observe_chat_id) init_prompt() # 创建一个全局的管理器实例 heartflow = Heartflow()