diff --git a/src/memory_graph/long_term_manager.py b/src/memory_graph/long_term_manager.py
index 84fb6c701..e59bb2c8f 100644
--- a/src/memory_graph/long_term_manager.py
+++ b/src/memory_graph/long_term_manager.py
@@ -9,6 +9,7 @@
 
 import asyncio
 import json
+import json_repair
 import re
 from datetime import datetime
 from typing import Any
@@ -573,7 +574,7 @@ class LongTermMemoryManager:
             json_str = re.sub(r"/\*.*?\*/", "", json_str, flags=re.DOTALL)
 
             # 解析
-            data = json.loads(json_str)
+            data = json_repair.loads(json_str)
 
             # 转换为 GraphOperation 对象
             operations = []