diff --git a/lightrag/kg/json_kv_impl.py b/lightrag/kg/json_kv_impl.py
index 0bda6d42..3ab5b966 100644
--- a/lightrag/kg/json_kv_impl.py
+++ b/lightrag/kg/json_kv_impl.py
@@ -47,7 +47,7 @@ class JsonKVStorage(BaseKVStorage):
 
     async def drop(self) -> None:
         self._data = {}
-    
+
     async def delete(self, ids: list[str]) -> None:
         for doc_id in ids:
             self._data.pop(doc_id, None)