diff --git a/docs/src/examples/youtube_transcript_search.md b/docs/src/examples/youtube_transcript_search.md
index 3c11af38..82d71b8b 100644
--- a/docs/src/examples/youtube_transcript_search.md
+++ b/docs/src/examples/youtube_transcript_search.md
@@ -2,6 +2,6 @@
## Search through youtube transcripts using natural language with LanceDB
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+
This example is in a [notebook](https://github.com/lancedb/lancedb/blob/main/notebooks/youtube_transcript_search.ipynb)