diff --git a/examples/lightrag_openai_demo.py b/examples/lightrag_openai_demo.py
index e573ec41..fa0b37f1 100644
--- a/examples/lightrag_openai_demo.py
+++ b/examples/lightrag_openai_demo.py
@@ -82,7 +82,6 @@ async def initialize_rag():
         working_dir=WORKING_DIR,
         embedding_func=openai_embed,
         llm_model_func=gpt_4o_mini_complete,
-        graph_storage="MemgraphStorage",
     )
 
     await rag.initialize_storages()