diff --git a/src/memos/utils.py b/src/memos/utils.py
index bec3927d4..fd6d4eaf9 100644
--- a/src/memos/utils.py
+++ b/src/memos/utils.py
@@ -46,7 +46,8 @@ def wrapper(*args, **kwargs):
                 return result
             except Exception as e:
                 exc_type = type(e)
-                exc_message = traceback.format_exc()
+                stack_info = "".join(traceback.format_stack()[:-1])
+                exc_message = f"{stack_info}{traceback.format_exc()}"
                 success_flag = False
 
                 if fallback is not None and callable(fallback):