diff --git a/api/app/core/memory/storage_services/forgetting_engine/forgetting_scheduler.py b/api/app/core/memory/storage_services/forgetting_engine/forgetting_scheduler.py
index 8432c4dd..cad6a4db 100644
--- a/api/app/core/memory/storage_services/forgetting_engine/forgetting_scheduler.py
+++ b/api/app/core/memory/storage_services/forgetting_engine/forgetting_scheduler.py
@@ -146,7 +146,7 @@ class ForgettingScheduler:
                 
                 logger.info("没有可遗忘的节点对，遗忘周期结束")
                 # 同步 Neo4j 记忆节点总数到 PostgreSQL的 end_user 表的 memory_count 字段
-                await self._sync_memory_count_to_mysql(end_user_id)
+                await self._sync_memory_count_to_db(end_user_id)
                 return report
             
             # 步骤3：按激活值排序（激活值最低的优先）
@@ -304,7 +304,7 @@ class ForgettingScheduler:
                 f"耗时 {duration:.2f} 秒"
             )
             # 同步 Neo4j 记忆节点总数到 PostgreSQL的 end_user 表的 memory_count 字段
-            await self._sync_memory_count_to_mysql(end_user_id)
+            await self._sync_memory_count_to_db(end_user_id)
             return report
         
         except Exception as e:
diff --git a/api/app/services/memory_dashboard_service.py b/api/app/services/memory_dashboard_service.py
index 64874caf..6d0f0a73 100644
--- a/api/app/services/memory_dashboard_service.py
+++ b/api/app/services/memory_dashboard_service.py
@@ -1,5 +1,5 @@
 from sqlalchemy.orm import Session
-from sqlalchemy import desc, nullslast, or_, and_, cast, String, func
+from sqlalchemy import desc, nullslast, or_, cast, String, func
 from typing import List, Optional, Dict, Any
 import uuid
 from fastapi import HTTPException