diff --git a/examples/custom_image_embedding_search.ipynb b/examples/custom_image_embedding_search.ipynb
index 51bfef256b..7b51abd09e 100644
--- a/examples/custom_image_embedding_search.ipynb
+++ b/examples/custom_image_embedding_search.ipynb
@@ -438,7 +438,7 @@
         "id": "0O-GYQ-1QAqm"
       },
       "source": [
-        "We require the indices as we will use this to serach through our image_directory and selecting the image at the location of the index to feed into the vision model for RAG."
+        "We require the indices as we will use this to search through our image_directory and selecting the image at the location of the index to feed into the vision model for RAG."
       ]
     },
     {