better：更好的心流结构，使用了观察取代外部世界
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SengokuCola
@@ -1,8 +1,8 @@
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from .outer_world import outer_world
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from .observation import Observation
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import asyncio
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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, BotConfig
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from src.plugins.config.config import global_config
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import re
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import time
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from src.plugins.schedule.schedule_generator import bot_schedule
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@@ -30,18 +30,17 @@ class CuttentState:
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class SubHeartflow:
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def __init__(self):
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def __init__(self,subheartflow_id):
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self.subheartflow_id = subheartflow_id
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self.current_mind = ""
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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_sub_heartflow, temperature=0.7, max_tokens=600, request_type="sub_heart_flow")
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self.outer_world = None
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self.main_heartflow_info = ""
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self.observe_chat_id = None
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self.last_reply_time = time.time()
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if not self.current_mind:
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@@ -50,10 +49,31 @@ class SubHeartflow:
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self.personality_info = " ".join(global_config.PROMPT_PERSONALITY)
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self.is_active = False
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self.observations : list[Observation] = []
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def assign_observe(self,stream_id):
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self.outer_world = outer_world.get_world_by_stream_id(stream_id)
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self.observe_chat_id = stream_id
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def add_observation(self, observation: Observation):
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"""添加一个新的observation对象到列表中，如果已存在相同id的observation则不添加"""
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# 查找是否存在相同id的observation
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for existing_obs in self.observations:
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if existing_obs.observe_id == observation.observe_id:
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# 如果找到相同id的observation，直接返回
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return
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# 如果没有找到相同id的observation，则添加新的
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self.observations.append(observation)
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def remove_observation(self, observation: Observation):
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"""从列表中移除一个observation对象"""
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if observation in self.observations:
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self.observations.remove(observation)
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def get_all_observations(self) -> list[Observation]:
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"""获取所有observation对象"""
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return self.observations
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def clear_observations(self):
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"""清空所有observation对象"""
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self.observations.clear()
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async def subheartflow_start_working(self):
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while True:
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@@ -64,27 +84,34 @@ class SubHeartflow:
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await asyncio.sleep(60) # 每30秒检查一次
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else:
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self.is_active = True
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observation = self.observations[0]
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observation.observe()
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self.current_state.update_current_state_info()
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await self.do_a_thinking()
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await self.judge_willing()
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await asyncio.sleep(60)
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async def do_a_thinking(self):
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self.current_state.update_current_state_info()
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current_thinking_info = self.current_mind
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mood_info = self.current_state.mood
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message_stream_info = self.outer_world.talking_summary
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print(f"message_stream_info：{message_stream_info}")
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observation = self.observations[0]
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chat_observe_info = observation.observe_info
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print(f"chat_observe_info：{chat_observe_info}")
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# 调取记忆
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related_memory = await HippocampusManager.get_instance().get_memory_from_text(
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text=message_stream_info,
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text=chat_observe_info,
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max_memory_num=2,
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max_memory_length=2,
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max_depth=3,
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fast_retrieval=False
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)
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# print(f"相关记忆：{related_memory}")
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if related_memory:
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related_memory_info = ""
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for memory in related_memory:
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@@ -104,8 +131,7 @@ class SubHeartflow:
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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"
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prompt += f"刚刚你的想法是{current_thinking_info}。\n"
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prompt += "-----------------------------------\n"
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if message_stream_info:
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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"
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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：{chat_observe_info}\n"
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prompt += f"你现在{mood_info}。\n"
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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，"
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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:"
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@@ -119,12 +145,13 @@ class SubHeartflow:
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async def do_after_reply(self,reply_content,chat_talking_prompt):
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# print("麦麦脑袋转起来了")
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self.current_state.update_current_state_info()
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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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message_stream_info = self.outer_world.talking_summary
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observation = self.observations[0]
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chat_observe_info = observation.observe_info
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message_new_info = chat_talking_prompt
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reply_info = reply_content
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schedule_info = bot_schedule.get_current_num_task(num = 1,time_info = False)
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@@ -133,8 +160,7 @@ class SubHeartflow:
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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"你{self.personality_info}\n"
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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"
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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：{chat_observe_info}\n"
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# if related_memory_info:
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# prompt += f"你想起来{related_memory_info}。"
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prompt += f"刚刚你的想法是{current_thinking_info}。"
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@@ -174,14 +200,8 @@ class SubHeartflow:
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else:
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self.current_state.willing = 0
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logger.info(f"{self.observe_chat_id}麦麦的回复意愿：{self.current_state.willing}")
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return self.current_state.willing
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def build_outer_world_info(self):
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outer_world_info = outer_world.outer_world_info
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return outer_world_info
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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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