from .outer_world import outer_world import asyncio from src.plugins.moods.moods import MoodManager from src.plugins.models.utils_model import LLM_request from src.plugins.config.config import global_config, BotConfig import re import time from src.plugins.schedule.schedule_generator import bot_schedule from src.plugins.memory_system.Hippocampus import HippocampusManager from src.common.logger import get_module_logger, LogConfig, SUB_HEARTFLOW_STYLE_CONFIG # noqa: E402 subheartflow_config = LogConfig( # 使用海马体专用样式 console_format=SUB_HEARTFLOW_STYLE_CONFIG["console_format"], file_format=SUB_HEARTFLOW_STYLE_CONFIG["file_format"], ) logger = get_module_logger("subheartflow", config=subheartflow_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 SubHeartflow: def __init__(self): self.current_mind = "" self.past_mind = [] self.current_state : CuttentState = CuttentState() self.llm_model = LLM_request( model=global_config.llm_sub_heartflow, temperature=0.7, max_tokens=600, request_type="sub_heart_flow") self.outer_world = None self.main_heartflow_info = "" self.observe_chat_id = None self.last_reply_time = time.time() if not self.current_mind: self.current_mind = "你什么也没想" self.personality_info = " ".join(global_config.PROMPT_PERSONALITY) self.is_active = False def assign_observe(self,stream_id): self.outer_world = outer_world.get_world_by_stream_id(stream_id) self.observe_chat_id = stream_id async def subheartflow_start_working(self): while True: current_time = time.time() if current_time - self.last_reply_time > 180: # 3分钟 = 180秒 # print(f"{self.observe_chat_id}麦麦已经3分钟没有回复了，暂时停止思考") self.is_active = False await asyncio.sleep(60) # 每30秒检查一次 else: self.is_active = True await self.do_a_thinking() await self.judge_willing() await asyncio.sleep(60) async def do_a_thinking(self): self.current_state.update_current_state_info() current_thinking_info = self.current_mind mood_info = self.current_state.mood message_stream_info = self.outer_world.talking_summary print(f"message_stream_info：{message_stream_info}") related_memory = await HippocampusManager.get_instance().get_memory_from_text( text=message_stream_info, max_memory_num=2, max_memory_length=2, max_depth=3, fast_retrieval=False ) # print(f"相关记忆：{related_memory}") if related_memory: related_memory_info = "" for memory in related_memory: related_memory_info += memory[1] else: related_memory_info = '' # print(f"相关记忆：{related_memory_info}") schedule_info = bot_schedule.get_current_num_task(num = 1,time_info = False) prompt = "" prompt += f"你刚刚在做的事情是：{schedule_info}\n" # prompt += f"麦麦的总体想法是：{self.main_heartflow_info}\n\n" prompt += f"你{self.personality_info}\n" if related_memory_info: prompt += f"你想起来你之前见过的回忆：{related_memory_info}。\n以上是你的回忆，不一定是目前聊天里的人说的，也不一定是现在发生的事情，请记住。\n" prompt += f"刚刚你的想法是{current_thinking_info}。\n" prompt += "-----------------------------------\n" if message_stream_info: prompt += f"现在你正在上网，和qq群里的网友们聊天，群里正在聊的话题是：{message_stream_info}\n" prompt += f"你现在{mood_info}。\n" prompt += "现在你接下去继续思考，产生新的想法，不要分点输出，输出连贯的内心独白，不要太长，" prompt += "但是记得结合上述的消息，要记得维持住你的人设，关注聊天和新内容，不要思考太多:" reponse, reasoning_content = await self.llm_model.generate_response_async(prompt) self.update_current_mind(reponse) self.current_mind = reponse logger.info(f"prompt:\n{prompt}\n") logger.info(f"麦麦的脑内状态：{self.current_mind}") async def do_after_reply(self,reply_content,chat_talking_prompt): # print("麦麦脑袋转起来了") self.current_state.update_current_state_info() current_thinking_info = self.current_mind mood_info = self.current_state.mood # related_memory_info = 'memory' message_stream_info = self.outer_world.talking_summary message_new_info = chat_talking_prompt reply_info = reply_content schedule_info = bot_schedule.get_current_num_task(num = 1,time_info = False) prompt = "" prompt += f"你刚刚在做的事情是：{schedule_info}\n" prompt += f"你{self.personality_info}\n" prompt += f"现在你正在上网，和qq群里的网友们聊天，群里正在聊的话题是：{message_stream_info}\n" # if related_memory_info: # prompt += f"你想起来{related_memory_info}。" prompt += f"刚刚你的想法是{current_thinking_info}。" prompt += f"你现在看到了网友们发的新消息:{message_new_info}\n" prompt += f"你刚刚回复了群友们:{reply_info}" prompt += f"你现在{mood_info}。" prompt += "现在你接下去继续思考，产生新的想法，记得保留你刚刚的想法，不要分点输出，输出连贯的内心独白" prompt += "不要太长，但是记得结合上述的消息，要记得你的人设，关注聊天和新内容，关注你回复的内容，不要思考太多:" reponse, reasoning_content = await self.llm_model.generate_response_async(prompt) self.update_current_mind(reponse) self.current_mind = reponse logger.info(f"麦麦回复后的脑内状态：{self.current_mind}") self.last_reply_time = time.time() async def judge_willing(self): # print("麦麦闹情绪了1") current_thinking_info = self.current_mind mood_info = self.current_state.mood # print("麦麦闹情绪了2") prompt = "" prompt += f"{self.personality_info}\n" prompt += "现在你正在上网，和qq群里的网友们聊天" prompt += f"你现在的想法是{current_thinking_info}。" prompt += f"你现在{mood_info}。" prompt += "现在请你思考，你想不想发言或者回复，请你输出一个数字，1-10，1表示非常不想，10表示非常想。" prompt += "请你用<>包裹你的回复意愿，输出<1>表示不想回复，输出<10>表示非常想回复。请你考虑，你完全可以不回复" response, reasoning_content = await self.llm_model.generate_response_async(prompt) # 解析willing值 willing_match = re.search(r'<(\d+)>', response) if willing_match: self.current_state.willing = int(willing_match.group(1)) else: self.current_state.willing = 0 logger.info(f"{self.observe_chat_id}麦麦的回复意愿：{self.current_state.willing}") return self.current_state.willing def build_outer_world_info(self): outer_world_info = outer_world.outer_world_info return outer_world_info def update_current_mind(self,reponse): self.past_mind.append(self.current_mind) self.current_mind = reponse # subheartflow = SubHeartflow()