diff --git a/docs/docs/integrations/vectorstores/milvus.ipynb b/docs/docs/integrations/vectorstores/milvus.ipynb
index c4cf8d6693c28f..8d44b2dab04982 100644
--- a/docs/docs/integrations/vectorstores/milvus.ipynb
+++ b/docs/docs/integrations/vectorstores/milvus.ipynb
@@ -199,7 +199,7 @@
    "id": "9cc65535",
    "metadata": {},
    "source": [
-    "After retreival you can go on querying it as usual."
+    "After retrieval you can go on querying it as usual."
    ]
   },
   {