fix：优化激活值，优化logger显示

src/think_flow_demo/sub_heartflow.py

@@ -0,0 +1,185 @@
+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)
+    
+    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")
+                await asyncio.sleep(60)  # 每30秒检查一次
+            else:
+                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=3,
+            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"
+        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{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
+        print(prompt)
+        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()
+