From f30d472c0bdc8dffcb8b11a0450277387739ad2a Mon Sep 17 00:00:00 2001
From: SengokuCola <1026294844@qq.com>
Date: Fri, 2 May 2025 00:58:55 +0800
Subject: [PATCH] =?UTF-8?q?feat=EF=BC=9A=E4=BC=98=E5=8C=96=E5=B7=A5?=
 =?UTF-8?q?=E5=85=B7=E8=B0=83=E7=94=A8=E7=9A=84=E5=BE=97=E5=88=B0=E7=9A=84?=
 =?UTF-8?q?=E4=BF=A1=E6=81=AF=E8=B0=83=E7=94=A8=E5=92=8C=E7=BC=93=E5=AD=98?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../tool_can_use/compare_numbers_tool.py      |  6 +-
 src/do_tool/tool_can_use/get_knowledge.py     |  8 +-
 src/do_tool/tool_can_use/get_memory.py        |  7 +-
 src/do_tool/tool_can_use/get_time_date.py     |  4 +-
 .../tool_can_use/lpmm_get_knowledge.py        | 28 +++++-
 .../tool_can_use/rename_person_tool.py        | 18 ++--
 src/heart_flow/observation.py                 |  5 +-
 src/heart_flow/sub_mind.py                    | 98 +++++++++++++++----
 src/heart_flow/subheartflow_manager.py        |  2 +
 src/heart_flow/utils_chat.py                  |  2 +-
 src/plugins/chat/message.py                   | 15 ++-
 src/plugins/chat/utils.py                     | 47 ---------
 src/plugins/heartFC_chat/heartFC_chat.py      |  7 +-
 src/plugins/heartFC_chat/normal_chat.py       | 20 ++--
 14 files changed, 154 insertions(+), 113 deletions(-)

diff --git a/src/do_tool/tool_can_use/compare_numbers_tool.py b/src/do_tool/tool_can_use/compare_numbers_tool.py
index ef037de9e..2bb292a1a 100644
--- a/src/do_tool/tool_can_use/compare_numbers_tool.py
+++ b/src/do_tool/tool_can_use/compare_numbers_tool.py
@@ -9,7 +9,7 @@ class CompareNumbersTool(BaseTool):
     """比较两个数大小的工具"""
 
     name = "compare_numbers"
-    description = "比较两个数的大小，返回较大的数"
+    description = "使用工具 比较两个数的大小，返回较大的数"
     parameters = {
         "type": "object",
         "properties": {
@@ -39,10 +39,10 @@ class CompareNumbersTool(BaseTool):
             else:
                 result = f"{num1} 等于 {num2}"
 
-            return {"name": self.name, "content": result}
+            return {"type": "comparison_result", "id": f"{num1}_vs_{num2}", "content": result}
         except Exception as e:
             logger.error(f"比较数字失败: {str(e)}")
-            return {"name": self.name, "content": f"比较数字失败: {str(e)}"}
+            return {"type": "info", "id": f"{num1}_vs_{num2}", "content": f"比较数字失败，炸了: {str(e)}"}
 
 
 # 注册工具
diff --git a/src/do_tool/tool_can_use/get_knowledge.py b/src/do_tool/tool_can_use/get_knowledge.py
index 20a922646..90a446550 100644
--- a/src/do_tool/tool_can_use/get_knowledge.py
+++ b/src/do_tool/tool_can_use/get_knowledge.py
@@ -11,7 +11,7 @@ class SearchKnowledgeTool(BaseTool):
     """从知识库中搜索相关信息的工具"""
 
     name = "search_knowledge"
-    description = "从知识库中搜索相关信息"
+    description = "使用工具从知识库中搜索相关信息"
     parameters = {
         "type": "object",
         "properties": {
@@ -42,11 +42,11 @@ class SearchKnowledgeTool(BaseTool):
                     content = f"你知道这些知识: {knowledge_info}"
                 else:
                     content = f"你不太了解有关{query}的知识"
-                return {"name": "search_knowledge", "content": content}
-            return {"name": "search_knowledge", "content": f"无法获取关于'{query}'的嵌入向量"}
+                return {"type": "knowledge", "id": query, "content": content}
+            return {"type": "info", "id": query, "content": f"无法获取关于'{query}'的嵌入向量，你知识库炸了"}
         except Exception as e:
             logger.error(f"知识库搜索工具执行失败: {str(e)}")
-            return {"name": "search_knowledge", "content": f"知识库搜索失败: {str(e)}"}
+            return {"type": "info", "id": query, "content": f"知识库搜索失败，炸了: {str(e)}"}
 
     @staticmethod
     def get_info_from_db(
diff --git a/src/do_tool/tool_can_use/get_memory.py b/src/do_tool/tool_can_use/get_memory.py
index c1bcc9277..481942daf 100644
--- a/src/do_tool/tool_can_use/get_memory.py
+++ b/src/do_tool/tool_can_use/get_memory.py
@@ -10,7 +10,7 @@ class GetMemoryTool(BaseTool):
     """从记忆系统中获取相关记忆的工具"""
 
     name = "get_memory"
-    description = "从记忆系统中获取相关记忆"
+    description = "使用工具从记忆系统中获取相关记忆"
     parameters = {
         "type": "object",
         "properties": {
@@ -53,10 +53,11 @@ class GetMemoryTool(BaseTool):
             else:
                 content = f"{topic}的记忆，你记不太清"
 
-            return {"name": "get_memory", "content": content}
+            return {"type": "memory", "id": topic_list, "content": content}
         except Exception as e:
             logger.error(f"记忆获取工具执行失败: {str(e)}")
-            return {"name": "get_memory", "content": f"记忆获取失败: {str(e)}"}
+            # 在失败时也保持格式一致，但id可能不适用或设为None/Error
+            return {"type": "memory_error", "id": topic_list, "content": f"记忆获取失败: {str(e)}"}
 
 
 # 注册工具
diff --git a/src/do_tool/tool_can_use/get_time_date.py b/src/do_tool/tool_can_use/get_time_date.py
index bd3b1a9c1..1cb23fdbd 100644
--- a/src/do_tool/tool_can_use/get_time_date.py
+++ b/src/do_tool/tool_can_use/get_time_date.py
@@ -2,6 +2,7 @@ from src.do_tool.tool_can_use.base_tool import BaseTool
 from src.common.logger_manager import get_logger
 from typing import Dict, Any
 from datetime import datetime
+import time
 
 logger = get_logger("get_time_date")
 
@@ -32,6 +33,7 @@ class GetCurrentDateTimeTool(BaseTool):
         current_weekday = datetime.now().strftime("%A")
 
         return {
-            "name": "get_current_date_time",
+            "type": "time_info",
+            "id": f"time_info_{time.time()}",
             "content": f"当前时间: {current_time}, 日期: {current_date}, 年份: {current_year}, 星期: {current_weekday}",
         }
diff --git a/src/do_tool/tool_can_use/lpmm_get_knowledge.py b/src/do_tool/tool_can_use/lpmm_get_knowledge.py
index 8754e603b..5eec260d5 100644
--- a/src/do_tool/tool_can_use/lpmm_get_knowledge.py
+++ b/src/do_tool/tool_can_use/lpmm_get_knowledge.py
@@ -46,11 +46,14 @@ class SearchKnowledgeFromLPMMTool(BaseTool):
                     content = f"你知道这些知识: {knowledge_info}"
                 else:
                     content = f"你不太了解有关{query}的知识"
-                return {"name": "search_knowledge", "content": content}
-            return {"name": "search_knowledge", "content": f"无法获取关于'{query}'的嵌入向量"}
+                return {"type": "lpmm_knowledge", "id": query, "content": content}
+            # 如果获取嵌入失败
+            return {"type": "info", "id": query, "content": f"无法获取关于'{query}'的嵌入向量，你lpmm知识库炸了"}
         except Exception as e:
             logger.error(f"知识库搜索工具执行失败: {str(e)}")
-            return {"name": "search_knowledge", "content": f"知识库搜索失败: {str(e)}"}
+            # 在其他异常情况下，确保 id 仍然是 query (如果它被定义了)
+            query_id = query if 'query' in locals() else 'unknown_query'
+            return {"type": "info", "id": query_id, "content": f"lpmm知识库搜索失败，炸了: {str(e)}"}
 
     # def get_info_from_db(
     #     self, query_embedding: list, limit: int = 1, threshold: float = 0.5, return_raw: bool = False
@@ -133,6 +136,25 @@ class SearchKnowledgeFromLPMMTool(BaseTool):
     #         # 返回所有找到的内容，用换行分隔
     #         return "\n".join(str(result["content"]) for result in results)
 
+    def _format_results(self, results: list) -> str:
+        """格式化结果"""
+        if not results:
+            return "未找到相关知识。"
+
+        formatted_string = "我找到了一些相关知识：\n"
+        for i, result in enumerate(results):
+            chunk_id = result.get("chunk_id")
+            text = result.get("text", "")
+            source = result.get("source", "未知来源")
+            source_type = result.get("source_type", "未知类型")
+            similarity = result.get("similarity", 0.0)
+
+            formatted_string += f"{i + 1}. (相似度: {similarity:.2f}) 类型: {source_type}, 来源: {source} \n内容片段: {text}\n\n"
+            # 暂时去掉chunk_id
+            # formatted_string += f"{i + 1}. (相似度: {similarity:.2f}) 类型: {source_type}, 来源: {source}, Chunk ID: {chunk_id} \n内容片段: {text}\n\n"
+
+        return formatted_string
+
 
 # 注册工具
 # register_tool(SearchKnowledgeTool)
diff --git a/src/do_tool/tool_can_use/rename_person_tool.py b/src/do_tool/tool_can_use/rename_person_tool.py
index 875e4ddc9..9e796931d 100644
--- a/src/do_tool/tool_can_use/rename_person_tool.py
+++ b/src/do_tool/tool_can_use/rename_person_tool.py
@@ -1,7 +1,9 @@
 from src.do_tool.tool_can_use.base_tool import BaseTool, register_tool
 from src.plugins.person_info.person_info import person_info_manager
 from src.common.logger_manager import get_logger
+from src.plugins.person_info.relationship_manager import relationship_manager
 import json
+import time
 
 logger = get_logger("rename_person_tool")
 
@@ -82,10 +84,10 @@ class RenamePersonTool(BaseTool):
                 new_name = result["nickname"]
                 reason = result.get("reason", "未提供理由")
                 logger.info(f"成功为用户 {person_id} 取了新昵称: {new_name}")
-                return {
-                    "name": self.name,
-                    "content": f"好的，我已经给 '{person_name_to_find}' 取了新昵称：'{new_name}'。因为：{reason}"
-                }
+
+                content = f"已成功将用户 {person_name_to_find} 的备注名更新为 {new_name}"
+                logger.info(content)
+                return {"type": "info", "id": f"rename_success_{time.time()}", "content": content}
             else:
                 logger.warning(f"为用户 {person_id} 调用 qv_person_name 后未能成功获取新昵称。")
                 # 尝试从内存中获取可能已经更新的名字
@@ -102,11 +104,9 @@ class RenamePersonTool(BaseTool):
                     }
 
         except Exception as e:
-            logger.error(f"执行 rename_person 工具时出错: {e}", exc_info=True)
-            return {
-                "name": self.name,
-                "content": f"执行重命名操作时遇到内部错误: {e}"
-            }
+            error_msg = f"重命名失败: {str(e)}"
+            logger.error(error_msg, exc_info=True)
+            return {"type": "info_error", "id": f"rename_error_{time.time()}", "content": error_msg}
 
 # 注册工具
 register_tool(RenamePersonTool) 
\ No newline at end of file
diff --git a/src/heart_flow/observation.py b/src/heart_flow/observation.py
index 0d51c9380..0c63e7519 100644
--- a/src/heart_flow/observation.py
+++ b/src/heart_flow/observation.py
@@ -79,9 +79,8 @@ class ChattingObservation(Observation):
     async def initialize(self):
         # --- Use utility function to determine chat type and fetch info ---
         self.is_group_chat, self.chat_target_info = await get_chat_type_and_target_info(self.chat_id)
-        logger.debug(
-            f"ChattingObservation {self.chat_id} initialized: is_group={self.is_group_chat}, target_info={self.chat_target_info}"
-        )
+        # logger.debug(f"is_group_chat: {self.is_group_chat}")
+        # logger.debug(f"chat_target_info: {self.chat_target_info}")
         # --- End using utility function ---
 
         # Fetch initial messages (existing logic)
diff --git a/src/heart_flow/sub_mind.py b/src/heart_flow/sub_mind.py
index 4ce2fe417..0dfc836c2 100644
--- a/src/heart_flow/sub_mind.py
+++ b/src/heart_flow/sub_mind.py
@@ -1,4 +1,4 @@
-from .observation import Observation
+from .observation import Observation, ChattingObservation
 from src.plugins.models.utils_model import LLMRequest
 from src.config.config import global_config
 import time
@@ -114,7 +114,7 @@ def calculate_replacement_probability(similarity: float) -> float:
 
 
 class SubMind:
-    def __init__(self, subheartflow_id: str, chat_state: ChatStateInfo, observations: Observation):
+    def __init__(self, subheartflow_id: str, chat_state: ChatStateInfo, observations: ChattingObservation):
         self.last_active_time = None
         self.subheartflow_id = subheartflow_id
 
@@ -130,10 +130,41 @@ class SubMind:
 
         self.current_mind = ""
         self.past_mind = []
-        self.structured_info = {}
+        self.structured_info = []
+        self.structured_info_str = ""
 
         name = chat_manager.get_stream_name(self.subheartflow_id)
         self.log_prefix = f"[{name}] "
+        self._update_structured_info_str()
+
+    def _update_structured_info_str(self):
+        """根据 structured_info 更新 structured_info_str"""
+        if not self.structured_info:
+            self.structured_info_str = ""
+            return
+
+        lines = ["【信息】"]
+        for item in self.structured_info:
+            # 简化展示，突出内容和类型，包含TTL供调试
+            type_str = item.get('type', '未知类型')
+            content_str = item.get('content', '')
+            ttl = item.get('ttl', '?')
+            
+            if type_str == "info":
+                lines.append(f"刚刚: {content_str}")
+            elif type_str == "memory":
+                lines.append(f"{content_str}")
+            elif type_str == "comparison_result":
+                lines.append(f"数字大小比较结果: {content_str}")
+            elif type_str == "time_info":
+                lines.append(f"{content_str}")
+            elif type_str == "lpmm_knowledge":
+                lines.append(f"你知道：{content_str}")
+            else:
+                lines.append(f"{type_str}的信息: {content_str}")
+
+        self.structured_info_str = "\n".join(lines)
+        logger.debug(f"{self.log_prefix} 更新 structured_info_str: \n{self.structured_info_str}")
 
     async def do_thinking_before_reply(self, history_cycle: list[CycleInfo] = None):
         """
@@ -145,19 +176,36 @@ class SubMind:
         # 更新活跃时间
         self.last_active_time = time.time()
 
+        # ---------- 0. 更新和清理 structured_info ----------
+        if self.structured_info:
+            logger.debug(f"{self.log_prefix} 更新前的 structured_info: {safe_json_dumps(self.structured_info, ensure_ascii=False)}")
+            updated_info = []
+            for item in self.structured_info:
+                item['ttl'] -= 1
+                if item['ttl'] > 0:
+                    updated_info.append(item)
+                else:
+                    logger.debug(f"{self.log_prefix} 移除过期的 structured_info 项: {item['id']}")
+            self.structured_info = updated_info
+            logger.debug(f"{self.log_prefix} 更新后的 structured_info: {safe_json_dumps(self.structured_info, ensure_ascii=False)}")
+            self._update_structured_info_str()
+        logger.debug(f"{self.log_prefix} 当前完整的 structured_info: {safe_json_dumps(self.structured_info, ensure_ascii=False)}")
+
         # ---------- 1. 准备基础数据 ----------
         # 获取现有想法和情绪状态
         previous_mind = self.current_mind if self.current_mind else ""
         mood_info = self.chat_state.mood
 
         # 获取观察对象
-        observation = self.observations[0] if self.observations else None
+        observation: ChattingObservation = self.observations[0] if self.observations else None
         if not observation or not hasattr(observation, "is_group_chat"):  # Ensure it's ChattingObservation or similar
             logger.error(f"{self.log_prefix} 无法获取有效的观察对象或缺少聊天类型信息")
             self.update_current_mind("(观察出错了...)")
             return self.current_mind, self.past_mind
-
+        
         is_group_chat = observation.is_group_chat
+        # logger.debug(f"is_group_chat: {is_group_chat}")
+        
         chat_target_info = observation.chat_target_info
         chat_target_name = "对方"  # Default for private
         if not is_group_chat and chat_target_info:
@@ -277,10 +325,11 @@ class SubMind:
 
         # ---------- 4. 构建最终提示词 ----------
         # --- Choose template based on chat type ---
+        logger.debug(f"is_group_chat: {is_group_chat}")
         if is_group_chat:
             template_name = "sub_heartflow_prompt_before"
             prompt = (await global_prompt_manager.get_prompt_async(template_name)).format(
-                extra_info="",
+                extra_info=self.structured_info_str,
                 prompt_personality=prompt_personality,
                 relation_prompt=relation_prompt,
                 bot_name=individuality.name,
@@ -295,7 +344,7 @@ class SubMind:
         else:  # Private chat
             template_name = "sub_heartflow_prompt_private_before"
             prompt = (await global_prompt_manager.get_prompt_async(template_name)).format(
-                extra_info="",
+                extra_info=self.structured_info_str,
                 prompt_personality=prompt_personality,
                 relation_prompt=relation_prompt,  # Might need adjustment for private context
                 bot_name=individuality.name,
@@ -447,7 +496,7 @@ class SubMind:
             tool_instance: 工具使用器实例
         """
         tool_results = []
-        structured_info = {}  # 动态生成键
+        new_structured_items = [] # 收集新产生的结构化信息
 
         # 执行所有工具调用
         for tool_call in tool_calls:
@@ -455,23 +504,34 @@ class SubMind:
                 result = await tool_instance._execute_tool_call(tool_call)
                 if result:
                     tool_results.append(result)
+                    # 创建新的结构化信息项
+                    new_item = {
+                        "type": result.get("type", "unknown_type"), # 使用 'type' 键
+                        "id": result.get("id", f"fallback_id_{time.time()}"), # 使用 'id' 键
+                        "content": result.get("content", ""), # 'content' 键保持不变
+                        "ttl": 3
+                    }
+                    new_structured_items.append(new_item)
 
-                    # 使用工具名称作为键
-                    tool_name = result["name"]
-                    if tool_name not in structured_info:
-                        structured_info[tool_name] = []
-
-                    structured_info[tool_name].append({"name": result["name"], "content": result["content"]})
             except Exception as tool_e:
                 logger.error(f"[{self.subheartflow_id}] 工具执行失败: {tool_e}")
+                logger.error(traceback.format_exc()) # 添加 traceback 记录
 
-        # 如果有工具结果，记录并更新结构化信息
-        if structured_info:
-            logger.debug(f"工具调用收集到结构化信息: {safe_json_dumps(structured_info, ensure_ascii=False)}")
-            self.structured_info = structured_info
+        # 如果有新的工具结果，记录并更新结构化信息
+        if new_structured_items:
+            self.structured_info.extend(new_structured_items) # 添加到现有列表
+            logger.debug(f"工具调用收集到新的结构化信息: {safe_json_dumps(new_structured_items, ensure_ascii=False)}")
+            # logger.debug(f"当前完整的 structured_info: {safe_json_dumps(self.structured_info, ensure_ascii=False)}") # 可以取消注释以查看完整列表
+            self._update_structured_info_str() # 添加新信息后，更新字符串表示
 
     def update_current_mind(self, response):
-        self.past_mind.append(self.current_mind)
+        if self.current_mind: # 只有当 current_mind 非空时才添加到 past_mind
+            self.past_mind.append(self.current_mind)
+            # 可以考虑限制 past_mind 的大小，例如:
+            # max_past_mind_size = 10
+            # if len(self.past_mind) > max_past_mind_size:
+            #     self.past_mind.pop(0) # 移除最旧的
+
         self.current_mind = response
 
 
diff --git a/src/heart_flow/subheartflow_manager.py b/src/heart_flow/subheartflow_manager.py
index 04153abfa..fa8aaa964 100644
--- a/src/heart_flow/subheartflow_manager.py
+++ b/src/heart_flow/subheartflow_manager.py
@@ -127,6 +127,8 @@ class SubHeartflowManager:
 
                 # 添加聊天观察者
                 observation = ChattingObservation(chat_id=subheartflow_id)
+                await observation.initialize()
+                
                 new_subflow.add_observation(observation)
 
                 # 注册子心流
diff --git a/src/heart_flow/utils_chat.py b/src/heart_flow/utils_chat.py
index 3e082b6da..c3f81a14a 100644
--- a/src/heart_flow/utils_chat.py
+++ b/src/heart_flow/utils_chat.py
@@ -18,7 +18,7 @@ async def get_chat_type_and_target_info(chat_id: str) -> Tuple[bool, Optional[Di
         Tuple[bool, Optional[Dict]]:
             - bool: 是否为群聊 (True 是群聊, False 是私聊或未知)
             - Optional[Dict]: 如果是私聊，包含对方信息的字典；否则为 None。
-              字典包含: platform, user_id, user_nickname, person_id, person_name
+            字典包含: platform, user_id, user_nickname, person_id, person_name
     """
     is_group_chat = False  # Default to private/unknown
     chat_target_info = None
diff --git a/src/plugins/chat/message.py b/src/plugins/chat/message.py
index e753a9994..a29d0ab29 100644
--- a/src/plugins/chat/message.py
+++ b/src/plugins/chat/message.py
@@ -31,19 +31,21 @@ class Message(MessageBase):
     def __init__(
         self,
         message_id: str,
-        timestamp: float,
         chat_stream: ChatStream,
         user_info: UserInfo,
         message_segment: Optional[Seg] = None,
+        timestamp: Optional[float] = None,
         reply: Optional["MessageRecv"] = None,
         detailed_plain_text: str = "",
         processed_plain_text: str = "",
     ):
+        # 使用传入的时间戳或当前时间
+        current_timestamp = timestamp if timestamp is not None else round(time.time(), 3)
         # 构造基础消息信息
         message_info = BaseMessageInfo(
             platform=chat_stream.platform,
             message_id=message_id,
-            time=timestamp,
+            time=current_timestamp,
             group_info=chat_stream.group_info,
             user_info=user_info,
         )
@@ -164,11 +166,12 @@ class MessageProcessBase(Message):
         message_segment: Optional[Seg] = None,
         reply: Optional["MessageRecv"] = None,
         thinking_start_time: float = 0,
+        timestamp: Optional[float] = None,
     ):
-        # 调用父类初始化
+        # 调用父类初始化，传递时间戳
         super().__init__(
             message_id=message_id,
-            timestamp=round(time.time(), 3),  # 保留3位小数
+            timestamp=timestamp,
             chat_stream=chat_stream,
             user_info=bot_user_info,
             message_segment=message_segment,
@@ -238,8 +241,9 @@ class MessageThinking(MessageProcessBase):
         bot_user_info: UserInfo,
         reply: Optional["MessageRecv"] = None,
         thinking_start_time: float = 0,
+        timestamp: Optional[float] = None,
     ):
-        # 调用父类初始化
+        # 调用父类初始化，传递时间戳
         super().__init__(
             message_id=message_id,
             chat_stream=chat_stream,
@@ -247,6 +251,7 @@ class MessageThinking(MessageProcessBase):
             message_segment=None,  # 思考状态不需要消息段
             reply=reply,
             thinking_start_time=thinking_start_time,
+            timestamp=timestamp,
         )
 
         # 思考状态特有属性
diff --git a/src/plugins/chat/utils.py b/src/plugins/chat/utils.py
index cdaa21942..9b71ecc5f 100644
--- a/src/plugins/chat/utils.py
+++ b/src/plugins/chat/utils.py
@@ -107,53 +107,6 @@ async def get_embedding(text, request_type="embedding"):
     return embedding
 
 
-async def get_recent_group_messages(chat_id: str, limit: int = 12) -> list:
-    """从数据库获取群组最近的消息记录
-
-    Args:
-        chat_id: 群组ID
-        limit: 获取消息数量，默认12条
-
-    Returns:
-        list: Message对象列表，按时间正序排列
-    """
-
-    # 从数据库获取最近消息
-    recent_messages = list(
-        db.messages.find(
-            {"chat_id": chat_id},
-        )
-        .sort("time", -1)
-        .limit(limit)
-    )
-
-    if not recent_messages:
-        return []
-
-    # 转换为 Message对象列表
-    message_objects = []
-    for msg_data in recent_messages:
-        try:
-            chat_info = msg_data.get("chat_info", {})
-            chat_stream = ChatStream.from_dict(chat_info)
-            user_info = msg_data.get("user_info", {})
-            user_info = UserInfo.from_dict(user_info)
-            msg = Message(
-                message_id=msg_data["message_id"],
-                chat_stream=chat_stream,
-                timestamp=msg_data["time"],
-                user_info=user_info,
-                processed_plain_text=msg_data.get("processed_text", ""),
-                detailed_plain_text=msg_data.get("detailed_plain_text", ""),
-            )
-            message_objects.append(msg)
-        except KeyError:
-            logger.warning("数据库中存在无效的消息")
-            continue
-
-    # 按时间正序排列
-    message_objects.reverse()
-    return message_objects
 
 
 def get_recent_group_detailed_plain_text(chat_stream_id: str, limit: int = 12, combine=False):
diff --git a/src/plugins/heartFC_chat/heartFC_chat.py b/src/plugins/heartFC_chat/heartFC_chat.py
index dd078f7ce..f203926f4 100644
--- a/src/plugins/heartFC_chat/heartFC_chat.py
+++ b/src/plugins/heartFC_chat/heartFC_chat.py
@@ -264,9 +264,6 @@ class HeartFChatting:
             logger.error(f"[HFC:{self.stream_id}] 获取ChatStream时出错 in _initialize: {e}")
             return False
 
-        logger.debug(
-            f"{self.log_prefix} HeartFChatting initialized: is_group={self.is_group_chat}, target_info={self.chat_target_info}"
-        )
         # --- End using utility function ---
 
         self._initialized = True
@@ -861,7 +858,7 @@ class HeartFChatting:
                 cycle_history=self._cycle_history,  # <-- Pass HFC state
                 observed_messages_str=observed_messages_str,  # <-- Pass local variable
                 current_mind=current_mind,  # <-- Pass argument
-                structured_info=self.sub_mind.structured_info,  # <-- Pass SubMind info
+                structured_info=self.sub_mind.structured_info_str,  # <-- Pass SubMind info
                 current_available_actions=current_available_actions,  # <-- Pass determined actions
             )
 
@@ -1301,7 +1298,7 @@ class HeartFChatting:
                     # Focus specific args:
                     reason=reason,
                     current_mind_info=self.sub_mind.current_mind,
-                    structured_info=self.sub_mind.structured_info,
+                    structured_info=self.sub_mind.structured_info_str,
                     sender_name=sender_name_for_prompt,  # Pass determined name
                     # Normal specific args (not used in focus mode):
                     # message_txt="",
diff --git a/src/plugins/heartFC_chat/normal_chat.py b/src/plugins/heartFC_chat/normal_chat.py
index 6b8fb9ce2..dd89782fd 100644
--- a/src/plugins/heartFC_chat/normal_chat.py
+++ b/src/plugins/heartFC_chat/normal_chat.py
@@ -63,15 +63,12 @@ class NormalChat:
         self.is_group_chat, self.chat_target_info = await get_chat_type_and_target_info(self.stream_id)
         # Update stream_name again after potential async call in util func
         self.stream_name = chat_manager.get_stream_name(self.stream_id) or self.stream_id
-        logger.debug(
-            f"[{self.stream_name}] NormalChat initialized: is_group={self.is_group_chat}, target_info={self.chat_target_info}"
-        )
         # --- End using utility function ---
         self._initialized = True
         logger.info(f"[{self.stream_name}] NormalChat 实例 initialize 完成 (异步部分)。")
 
     # 改为实例方法
-    async def _create_thinking_message(self, message: MessageRecv) -> str:
+    async def _create_thinking_message(self, message: MessageRecv, timestamp: Optional[float] = None) -> str:
         """创建思考消息"""
         messageinfo = message.message_info
 
@@ -85,15 +82,15 @@ class NormalChat:
         thinking_id = "mt" + str(thinking_time_point)
         thinking_message = MessageThinking(
             message_id=thinking_id,
-            chat_stream=self.chat_stream,  # 使用 self.chat_stream
+            chat_stream=self.chat_stream,
             bot_user_info=bot_user_info,
             reply=message,
             thinking_start_time=thinking_time_point,
+            timestamp=timestamp if timestamp is not None else None
         )
 
         await message_manager.add_message(thinking_message)
         return thinking_id
-
     # 改为实例方法
     async def _add_messages_to_manager(
         self, message: MessageRecv, response_set: List[str], thinking_id
@@ -209,7 +206,7 @@ class NormalChat:
                 try:
                     # 处理消息
                     await self.normal_response(
-                        message=message, is_mentioned=is_mentioned, interested_rate=interest_value
+                        message=message, is_mentioned=is_mentioned, interested_rate=interest_value, rewind_response = False
                     )
                 except Exception as e:
                     logger.error(f"[{self.stream_name}] 处理兴趣消息{msg_id}时出错: {e}\n{traceback.format_exc()}")
@@ -217,7 +214,7 @@ class NormalChat:
                     self.interest_dict.pop(msg_id, None)
 
     # 改为实例方法, 移除 chat 参数
-    async def normal_response(self, message: MessageRecv, is_mentioned: bool, interested_rate: float) -> None:
+    async def normal_response(self, message: MessageRecv, is_mentioned: bool, interested_rate: float, rewind_response: bool = False) -> None:
         # 检查收到的消息是否属于当前实例处理的 chat stream
         if message.chat_stream.stream_id != self.stream_id:
             logger.error(
@@ -264,7 +261,10 @@ class NormalChat:
             await willing_manager.before_generate_reply_handle(message.message_info.message_id)
 
             with Timer("创建思考消息", timing_results):
-                thinking_id = await self._create_thinking_message(message)
+                if rewind_response:
+                    thinking_id = await self._create_thinking_message(message, message.message_info.time)
+                else:
+                    thinking_id = await self._create_thinking_message(message)
 
             logger.debug(f"[{self.stream_name}] 创建捕捉器，thinking_id:{thinking_id}")
 
@@ -393,7 +393,7 @@ class NormalChat:
 
             try:
                 logger.info(f"[{self.stream_name}] 处理初始高兴趣消息 {msg_id} (兴趣值: {interest_value:.2f})")
-                await self.normal_response(message=message, is_mentioned=is_mentioned, interested_rate=interest_value)
+                await self.normal_response(message=message, is_mentioned=is_mentioned, interested_rate=interest_value, rewind_response = True)
                 processed_count += 1
             except Exception as e:
                 logger.error(f"[{self.stream_name}] 处理初始兴趣消息 {msg_id} 时出错: {e}\\n{traceback.format_exc()}")