126 lines
5.1 KiB
Python
126 lines
5.1 KiB
Python
from .current_mind import SubHeartflow
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from src.plugins.moods.moods import MoodManager
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from src.plugins.models.utils_model import LLM_request
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from src.plugins.chat.config import global_config, BotConfig
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from src.plugins.schedule.schedule_generator import bot_schedule
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import asyncio
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from src.common.logger import get_module_logger, LogConfig, HEARTFLOW_STYLE_CONFIG # noqa: E402
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heartflow_config = LogConfig(
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# 使用海马体专用样式
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console_format=HEARTFLOW_STYLE_CONFIG["console_format"],
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file_format=HEARTFLOW_STYLE_CONFIG["file_format"],
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)
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logger = get_module_logger("heartflow", config=heartflow_config)
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class CuttentState:
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def __init__(self):
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self.willing = 0
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self.current_state_info = ""
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self.mood_manager = MoodManager()
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self.mood = self.mood_manager.get_prompt()
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def update_current_state_info(self):
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self.current_state_info = self.mood_manager.get_current_mood()
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class Heartflow:
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def __init__(self):
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self.current_mind = "你什么也没想"
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self.past_mind = []
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self.current_state : CuttentState = CuttentState()
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self.llm_model = LLM_request(
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model=global_config.llm_heartflow, temperature=0.6, max_tokens=1000, request_type="heart_flow")
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self._subheartflows = {}
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self.active_subheartflows_nums = 0
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async def heartflow_start_working(self):
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while True:
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await self.do_a_thinking()
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await asyncio.sleep(600)
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async def do_a_thinking(self):
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logger.info("麦麦大脑袋转起来了")
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self.current_state.update_current_state_info()
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personality_info = " ".join(BotConfig.PROMPT_PERSONALITY)
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current_thinking_info = self.current_mind
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mood_info = self.current_state.mood
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related_memory_info = 'memory'
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sub_flows_info = await self.get_all_subheartflows_minds()
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schedule_info = bot_schedule.get_current_num_task(num = 5,time_info = True)
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prompt = ""
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prompt += f"你刚刚在做的事情是：{schedule_info}\n"
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prompt += f"{personality_info}\n"
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prompt += f"你想起来{related_memory_info}。"
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prompt += f"刚刚你的主要想法是{current_thinking_info}。"
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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"
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prompt += f"你现在{mood_info}。"
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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，"
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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:"
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reponse, reasoning_content = await self.llm_model.generate_response_async(prompt)
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self.update_current_mind(reponse)
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self.current_mind = reponse
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logger.info(f"麦麦的总体脑内状态：{self.current_mind}")
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logger.info("麦麦想了想，当前活动:")
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await bot_schedule.move_doing(self.current_mind)
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for _, subheartflow in self._subheartflows.items():
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subheartflow.main_heartflow_info = reponse
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def update_current_mind(self,reponse):
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self.past_mind.append(self.current_mind)
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self.current_mind = reponse
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async def get_all_subheartflows_minds(self):
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sub_minds = ""
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for _, subheartflow in self._subheartflows.items():
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sub_minds += subheartflow.current_mind
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return await self.minds_summary(sub_minds)
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async def minds_summary(self,minds_str):
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personality_info = " ".join(BotConfig.PROMPT_PERSONALITY)
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mood_info = self.current_state.mood
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prompt = ""
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prompt += f"{personality_info}\n"
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prompt += f"现在{global_config.BOT_NICKNAME}的想法是：{self.current_mind}\n"
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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"
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prompt += f"你现在{mood_info}\n"
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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
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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:'''
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reponse, reasoning_content = await self.llm_model.generate_response_async(prompt)
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return reponse
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def create_subheartflow(self, observe_chat_id):
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"""创建一个新的SubHeartflow实例"""
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if observe_chat_id not in self._subheartflows:
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subheartflow = SubHeartflow()
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subheartflow.assign_observe(observe_chat_id)
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# 创建异步任务
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asyncio.create_task(subheartflow.subheartflow_start_working())
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self._subheartflows[observe_chat_id] = subheartflow
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return self._subheartflows[observe_chat_id]
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def get_subheartflow(self, observe_chat_id):
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"""获取指定ID的SubHeartflow实例"""
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return self._subheartflows.get(observe_chat_id)
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# 创建一个全局的管理器实例
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subheartflow_manager = Heartflow()
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