diff --git a/message_storage/message_to_db.py b/message_storage/message_to_db.py
index 4970d39..638907b 100644
--- a/message_storage/message_to_db.py
+++ b/message_storage/message_to_db.py
@@ -10,9 +10,6 @@ from wcferry import WxMsg, Wcf
 
 from db.connection import DBConnectionManager
 from db.message_storage import MessageStorageDB
-# 导入消息格式化工具
-from utils.message_formatter import format_quote_message
-
 # 配置日志
 logging.basicConfig(
     level=logging.INFO,
@@ -119,7 +116,7 @@ class MessageStorage:
                 # 确保目标目录存在
                 if not os.path.exists(target_dir):
                     os.makedirs(target_dir, exist_ok=True)
-                
+
                 # 尝试使用wcf下载图片到分组后的目录
                 download_path = self.wcf.download_image(msg.id, msg.extra, target_dir)
                 if download_path: