251 lines
10 KiB
Python
251 lines
10 KiB
Python
from .sub_heartflow import SubHeartflow
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from .observation import ChattingObservation
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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.config.config import global_config
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from src.plugins.schedule.schedule_generator import bot_schedule
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from src.plugins.utils.prompt_builder import Prompt, global_prompt_manager
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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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from src.individuality.individuality import Individuality
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import time
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import random
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from typing import Dict, Any
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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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def init_prompt():
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prompt = ""
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prompt += "你刚刚在做的事情是：{schedule_info}\n"
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prompt += "{personality_info}\n"
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prompt += "你想起来{related_memory_info}。"
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prompt += "刚刚你的主要想法是{current_thinking_info}。"
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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"
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prompt += "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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Prompt(prompt, "thinking_prompt")
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prompt = ""
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prompt += "{personality_info}\n"
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prompt += "现在{bot_name}的想法是：{current_mind}\n"
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prompt += "现在{bot_name}在qq群里进行聊天，聊天的话题如下：{minds_str}\n"
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prompt += "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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Prompt(prompt, "mind_summary_prompt")
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class CurrentState:
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def __init__(self):
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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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self.attendance_factor = 0
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self.engagement_factor = 0
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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: CurrentState = CurrentState()
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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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)
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self._subheartflows: Dict[Any, SubHeartflow] = {}
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async def _cleanup_inactive_subheartflows(self):
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"""定期清理不活跃的子心流"""
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while True:
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current_time = time.time()
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inactive_subheartflows = []
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# 检查所有子心流
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for subheartflow_id, subheartflow in self._subheartflows.items():
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if (
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current_time - subheartflow.last_active_time > global_config.sub_heart_flow_stop_time
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): # 10分钟 = 600秒
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inactive_subheartflows.append(subheartflow_id)
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logger.info(f"发现不活跃的子心流: {subheartflow_id}")
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# 清理不活跃的子心流
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for subheartflow_id in inactive_subheartflows:
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del self._subheartflows[subheartflow_id]
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logger.info(f"已清理不活跃的子心流: {subheartflow_id}")
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await asyncio.sleep(30) # 每分钟检查一次
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async def _sub_heartflow_update(self):
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while True:
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# 检查是否存在子心流
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if not self._subheartflows:
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# logger.info("当前没有子心流，等待新的子心流创建...")
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await asyncio.sleep(30) # 每分钟检查一次是否有新的子心流
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continue
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await self.do_a_thinking()
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await asyncio.sleep(global_config.heart_flow_update_interval) # 5分钟思考一次
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async def heartflow_start_working(self):
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# 启动清理任务
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asyncio.create_task(self._cleanup_inactive_subheartflows())
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# 启动子心流更新任务
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asyncio.create_task(self._sub_heartflow_update())
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async def _update_current_state(self):
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print("TODO")
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async def do_a_thinking(self):
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logger.debug("麦麦大脑袋转起来了")
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self.current_state.update_current_state_info()
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# 开始构建prompt
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prompt_personality = "你"
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# person
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individuality = Individuality.get_instance()
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personality_core = individuality.personality.personality_core
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prompt_personality += personality_core
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personality_sides = individuality.personality.personality_sides
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random.shuffle(personality_sides)
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prompt_personality += f",{personality_sides[0]}"
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identity_detail = individuality.identity.identity_detail
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random.shuffle(identity_detail)
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prompt_personality += f",{identity_detail[0]}"
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personality_info = 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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try:
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sub_flows_info = await self.get_all_subheartflows_minds()
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except Exception as e:
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logger.error(f"获取子心流的想法失败: {e}")
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return
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schedule_info = bot_schedule.get_current_num_task(num=4, 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，这是你正在做的事情：{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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prompt = (await global_prompt_manager.get_prompt_async("thinking_prompt")).format(
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schedule_info, personality_info, related_memory_info, current_thinking_info, sub_flows_info, mood_info
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)
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try:
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response, reasoning_content = await self.llm_model.generate_response_async(prompt)
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except Exception as e:
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logger.error(f"内心独白获取失败: {e}")
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return
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self.update_current_mind(response)
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self.current_mind = response
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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 = response
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def update_current_mind(self, response):
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self.past_mind.append(self.current_mind)
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self.current_mind = response
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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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# 开始构建prompt
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prompt_personality = "你"
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# person
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individuality = Individuality.get_instance()
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personality_core = individuality.personality.personality_core
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prompt_personality += personality_core
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personality_sides = individuality.personality.personality_sides
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random.shuffle(personality_sides)
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prompt_personality += f",{personality_sides[0]}"
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identity_detail = individuality.identity.identity_detail
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random.shuffle(identity_detail)
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prompt_personality += f",{identity_detail[0]}"
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personality_info = 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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prompt = (await global_prompt_manager.get_prompt_async("mind_summary_prompt")).format(
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personality_info, global_config.BOT_NICKNAME, self.current_mind, minds_str, mood_info
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)
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response, reasoning_content = await self.llm_model.generate_response_async(prompt)
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return response
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def create_subheartflow(self, subheartflow_id):
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"""
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创建一个新的SubHeartflow实例
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添加一个SubHeartflow实例到self._subheartflows字典中
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并根据subheartflow_id为子心流创建一个观察对象
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"""
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try:
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if subheartflow_id not in self._subheartflows:
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subheartflow = SubHeartflow(subheartflow_id)
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# 创建一个观察对象，目前只可以用chat_id创建观察对象
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logger.debug(f"创建 observation: {subheartflow_id}")
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observation = ChattingObservation(subheartflow_id)
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subheartflow.add_observation(observation)
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logger.debug("添加 observation 成功")
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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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logger.debug("创建异步任务 成功")
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self._subheartflows[subheartflow_id] = subheartflow
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logger.info("添加 subheartflow 成功")
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return self._subheartflows[subheartflow_id]
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except Exception as e:
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logger.error(f"创建 subheartflow 失败: {e}")
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return None
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def get_subheartflow(self, observe_chat_id) -> SubHeartflow:
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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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init_prompt()
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# 创建一个全局的管理器实例
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heartflow = Heartflow()
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