diff --git a/lightrag/kg/json_doc_status_impl.py b/lightrag/kg/json_doc_status_impl.py
index 4502397b..57a34ae5 100644
--- a/lightrag/kg/json_doc_status_impl.py
+++ b/lightrag/kg/json_doc_status_impl.py
@@ -20,7 +20,6 @@ from .shared_storage import (
     set_all_update_flags,
     clear_all_update_flags,
     try_initialize_namespace,
-    is_multiprocess,
 )
 
 
@@ -96,9 +95,7 @@ class JsonDocStatusStorage(DocStatusStorage):
 
     async def index_done_callback(self) -> None:
         async with self._storage_lock:
-            if (is_multiprocess and self.storage_updated.value) or (
-                not is_multiprocess and self.storage_updated
-            ):
+            if self.storage_updated.value:
                 data_dict = (
                     dict(self._data) if hasattr(self._data, "_getvalue") else self._data
                 )
diff --git a/lightrag/kg/json_kv_impl.py b/lightrag/kg/json_kv_impl.py
index 80abe92e..e7deaf15 100644
--- a/lightrag/kg/json_kv_impl.py
+++ b/lightrag/kg/json_kv_impl.py
@@ -18,7 +18,6 @@ from .shared_storage import (
     set_all_update_flags,
     clear_all_update_flags,
     try_initialize_namespace,
-    is_multiprocess,
 )
 
 
@@ -63,9 +62,7 @@ class JsonKVStorage(BaseKVStorage):
 
     async def index_done_callback(self) -> None:
         async with self._storage_lock:
-            if (is_multiprocess and self.storage_updated.value) or (
-                not is_multiprocess and self.storage_updated
-            ):
+            if self.storage_updated.value:
                 data_dict = (
                     dict(self._data) if hasattr(self._data, "_getvalue") else self._data
                 )
diff --git a/lightrag/kg/shared_storage.py b/lightrag/kg/shared_storage.py
index 63ff1f0d..9bf072be 100644
--- a/lightrag/kg/shared_storage.py
+++ b/lightrag/kg/shared_storage.py
@@ -322,7 +322,12 @@ async def get_update_flag(namespace: str):
         if is_multiprocess and _manager is not None:
             new_update_flag = _manager.Value("b", False)
         else:
-            new_update_flag = False
+            # Create a simple mutable object to store boolean value for compatibility with mutiprocess
+            class MutableBoolean:
+                def __init__(self, initial_value=False):
+                    self.value = initial_value
+            
+            new_update_flag = MutableBoolean(False)
 
         _update_flags[namespace].append(new_update_flag)
         return new_update_flag
@@ -342,7 +347,8 @@ async def set_all_update_flags(namespace: str):
             if is_multiprocess:
                 _update_flags[namespace][i].value = True
             else:
-                _update_flags[namespace][i] = True
+                # Use .value attribute instead of direct assignment
+                _update_flags[namespace][i].value = True
 
 
 async def clear_all_update_flags(namespace: str):
@@ -359,7 +365,8 @@ async def clear_all_update_flags(namespace: str):
             if is_multiprocess:
                 _update_flags[namespace][i].value = False
             else:
-                _update_flags[namespace][i] = False
+                # Use .value attribute instead of direct assignment
+                _update_flags[namespace][i].value = False
 
 
 async def get_all_update_flags_status() -> Dict[str, list]: