diff --git a/db/message_storage.py b/db/message_storage.py
index ee683cd..fe115a2 100644
--- a/db/message_storage.py
+++ b/db/message_storage.py
@@ -11,10 +11,10 @@ from db.connection import DBConnectionManager
 
 class MessageStorageDB(BaseDBOperator):
     """消息存储相关数据库操作"""
-    
+
     def __init__(self, db_manager: DBConnectionManager):
         super().__init__(db_manager)
-    
+
     def archive_message(self, msg: WxMsg) -> bool:
         """存档消息"""
         now_time = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
@@ -25,7 +25,7 @@ class MessageStorageDB(BaseDBOperator):
         params = (msg.roomid, now_time, msg.sender, msg.content, msg.type, msg.extra, msg.id, msg.xml, msg.thumb)
         result = self.execute_update(sql, params)
         return result
-    
+
     def get_recent_messages(self, group_id: str, hours_ago: int = 8, min_content_length: int = 6) -> List[Dict]:
         """获取最近的消息"""
         sql = """
@@ -40,7 +40,7 @@ class MessageStorageDB(BaseDBOperator):
         """
         params = (hours_ago, group_id, min_content_length)
         return self.execute_query(sql, params) or []
-    
+
     def get_message_count_by_date(self, date: str) -> List[Dict]:
         """获取指定日期的消息统计"""
         sql = """
@@ -50,8 +50,8 @@ class MessageStorageDB(BaseDBOperator):
         GROUP BY group_id, sender
         """
         return self.execute_query(sql, (date,)) or []
-    
-    
+
+
     def get_speech_ranking(self, date: str, group_id: str, limit: int = 20) -> List[Dict]:
         """获取指定日期和群组的发言排名"""
         sql = """
@@ -66,7 +66,7 @@ class MessageStorageDB(BaseDBOperator):
         params = (date, group_id, limit)
         results = self.execute_query(sql, params)
         return results or []
-    
+
     def insert_speech_count(self, group_id: str, wx_id: str, date: str, count: int) -> bool:
         """插入发言统计数据
         
@@ -86,8 +86,8 @@ class MessageStorageDB(BaseDBOperator):
         """
         params = (group_id, wx_id, date, count)
         return self.execute_update(sql, params)
-    
-    
+
+
     def get_message_trend(self, group_id: str, days: int = 7) -> List[Dict]:
         """获取指定群组的消息趋势数据
         
@@ -109,8 +109,8 @@ class MessageStorageDB(BaseDBOperator):
         ORDER BY date
         """
         return self.execute_query(sql, (group_id, days)) or []
-    
-    def get_messages_by_filter(self, group_id=None, start_date=None, end_date=None, 
+
+    def get_messages_by_filter(self, group_id=None, start_date=None, end_date=None,
                               search_text=None, page=1, page_size=20) -> Dict:
         """按条件筛选消息并支持分页和模糊搜索
         
@@ -133,50 +133,78 @@ class MessageStorageDB(BaseDBOperator):
         FROM messages 
         WHERE 1=1 
         """
-        
+
         # 构建参数列表
         params = []
-        
+
         # 添加筛选条件
         if group_id:
             sql_count += " AND group_id = %s "
             sql_data += " AND group_id = %s "
             params.append(group_id)
-        
+
         if start_date:
             sql_count += " AND DATE(timestamp) >= %s "
             sql_data += " AND DATE(timestamp) >= %s "
             params.append(start_date)
-        
+
         if end_date:
             sql_count += " AND DATE(timestamp) <= %s "
             sql_data += " AND DATE(timestamp) <= %s "
             params.append(end_date)
-        
+
         if search_text:
             sql_count += " AND content LIKE %s "
             sql_data += " AND content LIKE %s "
             params.append(f"%{search_text}%")
-        
+
         # 添加排序和分页
         sql_data += " ORDER BY timestamp DESC "
         sql_data += " LIMIT %s OFFSET %s "
-        
+
         # 计算分页参数
         offset = (page - 1) * page_size
         data_params = params.copy()
         data_params.extend([page_size, offset])
-        
+
         # 执行查询
         count_result = self.execute_query(sql_count, params)
         total = count_result[0]['total'] if count_result else 0
-        
+
         messages = self.execute_query(sql_data, data_params) or []
-        
+
         return {
             'total': total,
             'page': page,
             'page_size': page_size,
             'total_pages': (total + page_size - 1) // page_size,
             'messages': messages
-        }
\ No newline at end of file
+        }
+
+    def update_message_image_path(self, message_id, image_path):
+        """
+        更新消息的图片路径
+        
+        Args:
+            message_id: 消息ID
+            image_path: 图片路径
+            
+        Returns:
+            bool: 更新成功返回True，否则返回False
+        """
+        try:
+            # 构建SQL语句
+            sql = """
+            UPDATE messages 
+            SET image_path = %s 
+            WHERE message_id = %s
+            """
+            params = (image_path, message_id)
+            
+            # 执行更新操作
+            result = self.execute_update(sql, params)
+            return result
+        except Exception as e:
+            # 使用已有的日志记录方式
+            print(f"更新消息图片路径出错: {e}")
+            return False
\ No newline at end of file
diff --git a/message_storage/message_to_db.py b/message_storage/message_to_db.py
index f21a634..df3220e 100644
--- a/message_storage/message_to_db.py
+++ b/message_storage/message_to_db.py
@@ -2,8 +2,11 @@ from datetime import datetime, timedelta
 import xml.etree.ElementTree as ET
 import logging
 import concurrent.futures  # 添加线程池支持
+import os
+import hashlib
+import shutil
 
-from wcferry import WxMsg
+from wcferry import WxMsg, Wcf
 
 from db.connection import DBConnectionManager
 from db.message_storage import MessageStorageDB
@@ -20,7 +23,7 @@ logger = logging.getLogger("MessageStorage")
 
 class MessageStorage:
 
-    def __init__(self):
+    def __init__(self, wcf: Wcf = None):
         # 获取数据库连接管理器的单例
         self.db_manager = DBConnectionManager.get_instance()
         self.message_db = MessageStorageDB(self.db_manager)
@@ -32,6 +35,18 @@ class MessageStorage:
         # 用于跟踪异步任务的列表
         self.pending_tasks = []
 
+        # 保存WCF实例，用于图片处理
+        self.wcf = wcf
+
+        # 图片处理相关初始化
+        self.image_executor = concurrent.futures.ThreadPoolExecutor(max_workers=3)  # 专用于图片处理的线程池
+        self.image_tasks = []
+        self.image_dir = os.path.join(os.path.dirname(os.path.dirname(os.path.abspath(__file__))), "static", "images")
+        # 确保图片存储目录存在
+        if not os.path.exists(self.image_dir):
+            os.makedirs(self.image_dir, exist_ok=True)
+        logger.info(f"图片存储目录: {self.image_dir}")
+
     def process_message(self, message: WxMsg):
         # 示例message字符串
         current_date = datetime.now().strftime('%Y-%m-%d')
@@ -55,7 +70,7 @@ class MessageStorage:
         self.pending_tasks.append(future)
         # 清理已完成的任务
         self._cleanup_completed_tasks()
-        
+
     def _archive_message_task(self, msg: WxMsg):
         """实际执行消息存档的任务函数"""
         try:
@@ -65,7 +80,8 @@ class MessageStorage:
                 'success': result,
                 'roomid': msg.roomid,
                 'sender': msg.sender,
-                'content': msg.content  # 添加消息内容
+                'content': msg.content,  # 添加消息内容
+                'message_id': msg.id     # 添加消息ID
             }
         except Exception as e:
             logger.error(f"存档消息出错: {e}")
@@ -74,9 +90,133 @@ class MessageStorage:
                 'roomid': msg.roomid,
                 'sender': msg.sender,
                 'content': msg.content,  # 添加消息内容
+                'message_id': msg.id,    # 添加消息ID
                 'error': str(e)
             }
-    
+
+    def process_image(self, msg: WxMsg):
+        """异步处理图片消息，与消息存档分离"""
+        if msg.type != 3 or not self.wcf:  # 不是图片消息或没有WCF实例
+            return False
+
+        # 提交任务到图片处理线程池
+        future = self.image_executor.submit(self._process_image_task, msg)
+        # 添加回调函数
+        future.add_done_callback(self._process_image_callback)
+        # 将任务添加到待处理列表
+        self.image_tasks.append(future)
+        # 清理已完成的任务
+        self._cleanup_completed_tasks()
+        return True
+
+    def _process_image_task(self, msg: WxMsg):
+        """实际执行图片处理的任务函数"""
+        try:
+            # 从msg.extra中获取本地图片路径
+            local_image_path = msg.extra
+
+            if not local_image_path or not os.path.exists(local_image_path):
+                return {
+                    'success': False,
+                    'message_id': msg.id,
+                    'roomid': msg.roomid,
+                    'sender': msg.sender,
+                    'error': "图片本地路径不存在"
+                }
+
+            # 生成目标文件名
+            filename = self._generate_image_filename(local_image_path)
+
+            # 构建完整的目标文件路径
+            target_path = os.path.join(self.image_dir, filename)
+            # 使用绝对路径而不是相对路径
+            relative_path = target_path
+
+            # 检查目标文件是否已存在
+            if os.path.exists(target_path):
+                logger.info(f"图片已存在，跳过复制: {msg.id} -> {target_path}")
+                # 更新数据库中的图片路径
+                self.message_db.update_message_image_path(msg.id, relative_path)
+                return {
+                    'success': True,
+                    'message_id': msg.id,
+                    'roomid': msg.roomid,
+                    'sender': msg.sender,
+                    'file_path': target_path,
+                    'original_path': local_image_path,
+                    'skipped': True
+                }
+
+            # 复制图片到静态目录
+            shutil.copy2(local_image_path, target_path)
+
+            logger.info(f"图片处理成功: {msg.id} -> {target_path}")
+
+            # 更新数据库中的图片路径
+            self.message_db.update_message_image_path(msg.id, relative_path)
+
+            return {
+                'success': True,
+                'message_id': msg.id,
+                'roomid': msg.roomid,
+                'sender': msg.sender,
+                'file_path': target_path,
+                'original_path': local_image_path
+            }
+        except Exception as e:
+            logger.error(f"图片处理出错: {msg.id}, 错误: {e}")
+            return {
+                'success': False,
+                'message_id': msg.id,
+                'roomid': msg.roomid,
+                'sender': msg.sender,
+                'error': str(e)
+            }
+
+    def _generate_image_filename(self, original_path):
+        """
+        使用图片内容的哈希值生成唯一的文件名
+        
+        Args:
+            original_path: 原始图片路径
+            
+        Returns:
+            生成的文件名
+        """
+        try:
+            # 读取图片内容
+            with open(original_path, 'rb') as f:
+                image_content = f.read()
+            
+            # 使用图片内容的哈希值生成唯一文件名
+            hash_obj = hashlib.md5(image_content)
+            file_ext = os.path.splitext(original_path)[-1] if '.' in original_path else '.jpg'
+            if not file_ext or len(file_ext) > 5:
+                file_ext = '.jpg'  # 默认使用jpg扩展名
+            return f"{hash_obj.hexdigest()}{file_ext}"
+        except Exception as e:
+            # 如果读取图片内容失败，回退到使用路径生成哈希值
+            logger.warning(f"读取图片内容失败，使用路径生成哈希值: {e}")
+            hash_obj = hashlib.md5(original_path.encode())
+            file_ext = os.path.splitext(original_path)[-1] if '.' in original_path else '.jpg'
+            if not file_ext or len(file_ext) > 5:
+                file_ext = '.jpg'  # 默认使用jpg扩展名
+            return f"{hash_obj.hexdigest()}{file_ext}"
+
+    def _process_image_callback(self, future):
+        """处理异步图片处理任务完成后的回调"""
+        try:
+            result = future.result()
+            if result['success']:
+                skipped_info = " (已存在)" if result.get('skipped') else ""
+                logger.info(f"图片处理成功{skipped_info}: {result['roomid']}:{result['sender']}:{result['message_id']}")
+            else:
+                error_msg = result.get('error', '未知错误')
+                logger.error(
+                    f"图片处理失败: {result.get('roomid', '')}:{result.get('sender', '')}:{result.get('message_id', '')} - {error_msg}")
+        except Exception as e:
+            logger.error(f"处理图片回调时出错: {e}")
+
     def _archive_callback(self, future):
         """处理异步存档任务完成后的回调"""
         try:
@@ -89,18 +229,31 @@ class MessageStorage:
                 logger.error(f"消息存档失败: {result['roomid']}:{result['sender']} - {error_msg}")
         except Exception as e:
             logger.error(f"处理存档回调时出错: {e}")
-    
+
     def _cleanup_completed_tasks(self):
         """清理已完成的任务，防止内存泄漏"""
-        # 过滤出已完成的任务
-        completed_tasks = [task for task in self.pending_tasks if task.done()]
-        # 从待处理列表中移除已完成的任务
-        for task in completed_tasks:
-            self.pending_tasks.remove(task)
+        # 只有当任务数量超过阈值时才进行清理，减少频繁操作
+        if len(self.pending_tasks) > 20:
+            # 过滤出已完成的任务
+            completed_tasks = [task for task in self.pending_tasks if task.done()]
+            # 从待处理列表中移除已完成的任务
+            for task in completed_tasks:
+                self.pending_tasks.remove(task)
+            
+            # 如果待处理任务过多，记录警告日志
+            if len(self.pending_tasks) > 100:
+                logger.warning(f"待处理的存档任务数量过多: {len(self.pending_tasks)}")
         
-        # 如果待处理任务过多，记录警告日志
-        if len(self.pending_tasks) > 100:
-            logger.warning(f"待处理的存档任务数量过多: {len(self.pending_tasks)}")
+        # 只有当图片任务数量超过阈值时才进行清理
+        if len(self.image_tasks) > 10:
+            # 清理已完成的图片处理任务
+            completed_image_tasks = [task for task in self.image_tasks if task.done()]
+            for task in completed_image_tasks:
+                self.image_tasks.remove(task)
+            
+            # 如果待处理任务过多，记录警告日志
+            if len(self.image_tasks) > 50:
+                logger.warning(f"待处理的图片处理任务数量过多: {len(self.image_tasks)}")
 
     def write_to_db(self):
         """从Redis读取发言统计数据并写入数据库"""
@@ -145,13 +298,13 @@ class MessageStorage:
 
             # 格式化输出字符串，添加emoji和美化格式
             ranking_str = f"🏆 {yesterday} 发言排行榜 🏆\n"
-            
+
             # 为不同名次添加不同的奖杯和样式
             for rank, result in enumerate(results, start=1):
                 username = result['wx_id']
                 speech_count = result['speech_count']
                 display_name = allContacts.get(username, username)
-                
+
                 # 根据排名添加不同的emoji
                 if rank == 1:
                     ranking_str += f"🥇🐲 {rank}.{display_name}: {speech_count}次 🔥\n"
@@ -163,7 +316,7 @@ class MessageStorage:
                     ranking_str += f"🌟 {rank}.{display_name}: {speech_count}次\n"
                 else:
                     ranking_str += f"👍 {rank}.{display_name}: {speech_count}次\n"
-            
+
             logging.info(f"成功生成 {yesterday} 的群聊 {groupId} 发言排名")
             return ranking_str
 
@@ -214,7 +367,8 @@ class MessageStorage:
             # 构建最终的结果字符串
             result = []
             for msg in messages:
-                timestamp, sender, content, message_type = msg['timestamp'], msg['sender'], msg['content'], msg['message_type']
+                timestamp, sender, content, message_type = msg['timestamp'], msg['sender'], msg['content'], msg[
+                    'message_type']
                 try:
                     if message_type == 49:  # 应用消息类型
                         # 检查是否为引用消息
diff --git a/robot.py b/robot.py
index 308cf1c..28791ab 100644
--- a/robot.py
+++ b/robot.py
@@ -59,7 +59,7 @@ class Robot(Job):
         self.contact_manager = ContactManager.get_instance()
         self.allContacts = self.get_all_contacts()
         self.contact_manager.set_contacts(self.allContacts)
-        
+
         self.LOG.info(f"DB+REDIS 连接池开始初始化")
         # 使用单例模式获取实例
         self.db_manager = DBConnectionManager.get_instance(
@@ -105,7 +105,7 @@ class Robot(Job):
         self.LOG.info("插件系统初始化完成")
 
         # 消息存档模块初始化，自动完成入库动作
-        self.message_storage = MessageStorage()
+        self.message_storage = MessageStorage(self.wcf)
         if ChatType.is_in_chat_types(chat_type):
             if chat_type == ChatType.TIGER_BOT.value and TigerBot.value_check(self.config.TIGERBOT):
                 self.chat = TigerBot(self.config.TIGERBOT)
@@ -238,7 +238,7 @@ class Robot(Job):
                 GroupBotManager.set_group_permission(msg.roomid, Feature.ROBOT, PermissionStatus.ENABLED)
         except Exception as e:
             self.LOG.error(f"加入新群，自动添加并开启机器人功能 error: {e}")
-            
+
         # 发布消息接收事件
         self.event_system.publish(EventType.MESSAGE_RECEIVED, {"message": msg})
 
@@ -258,6 +258,9 @@ class Robot(Job):
             # 聊天记录入库动作：
             try:
                 self.message_storage.archive_message(msg)
+                # 单独处理图片消息
+                if msg.type == 3:  # 图片消息类型
+                    self.message_storage.process_image(msg)
             except Exception as e:
                 self.LOG.error(f"archive_message error: {e}")
 
@@ -413,7 +416,7 @@ class Robot(Job):
             self.allContacts[msg.sender] = nickName[0]
             self.contact_manager.update_contact(msg.sender, nickName[0])
             self.send_text_msg(f"Hi {nickName[0]}，我自动通过了你的好友请求。", msg.sender)
-            
+
     def send_group_txt_message(self, msg: str, feature: Feature):
         try:
             receivers = self.gbm.get_group_list()
diff --git a/utils/message_formatter.py b/utils/message_formatter.py
index fb75224..40c846b 100644
--- a/utils/message_formatter.py
+++ b/utils/message_formatter.py
@@ -16,7 +16,6 @@ def format_quote_message(xml_content):
     try:
         
         xml_content = xml_content.replace('&lt;', '<').replace('&gt;', '>')
-        print(xml_content)
         # 使用正则表达式直接提取关键信息，避免XML解析问题
         title_match = re.search(r'<title>(.*?)</title>', xml_content)
         main_content = title_match.group(1) if title_match else "[无标题]"