diff --git a/docs/modules/indexes/vectorstores/examples/qdrant.ipynb b/docs/modules/indexes/vectorstores/examples/qdrant.ipynb
index 59b39411..7bd371ae 100644
--- a/docs/modules/indexes/vectorstores/examples/qdrant.ipynb
+++ b/docs/modules/indexes/vectorstores/examples/qdrant.ipynb
@@ -274,7 +274,7 @@
     ")\n",
     "qdrant = Qdrant(\n",
     "    client=client, collection_name=\"my_documents\", \n",
-    "    embedding_function=embeddings.embed_query\n",
+    "    embeddings=embeddings\n",
     ")"
    ]
   },