diff --git a/backend/open_webui/retrieval/vector/factory.py b/backend/open_webui/retrieval/vector/factory.py
index 36cb85c948..8f556007b7 100644
--- a/backend/open_webui/retrieval/vector/factory.py
+++ b/backend/open_webui/retrieval/vector/factory.py
@@ -1,6 +1,10 @@
 from open_webui.retrieval.vector.main import VectorDBBase
 from open_webui.retrieval.vector.type import VectorType
-from open_webui.config import VECTOR_DB, ENABLE_QDRANT_MULTITENANCY_MODE
+from open_webui.config import (
+    VECTOR_DB,
+    ENABLE_QDRANT_MULTITENANCY_MODE,
+    ENABLE_MILVUS_MULTITENANCY_MODE,
+)
 
 
 class Vector:
@@ -12,9 +16,16 @@ class Vector:
         """
         match vector_type:
             case VectorType.MILVUS:
-                from open_webui.retrieval.vector.dbs.milvus import MilvusClient
+                if ENABLE_MILVUS_MULTITENANCY_MODE:
+                    from open_webui.retrieval.vector.dbs.milvus_multitenancy import (
+                        MilvusClient,
+                    )
 
-                return MilvusClient()
+                    return MilvusClient()
+                else:
+                    from open_webui.retrieval.vector.dbs.milvus import MilvusClient
+    
+                    return MilvusClient()
             case VectorType.QDRANT:
                 if ENABLE_QDRANT_MULTITENANCY_MODE:
                     from open_webui.retrieval.vector.dbs.qdrant_multitenancy import (