diff --git a/docs/docs/modules/data_connection/document_transformers/semantic-chunker.ipynb b/docs/docs/modules/data_connection/document_transformers/semantic-chunker.ipynb
index 99a9c54627f..7963a6b2856 100644
--- a/docs/docs/modules/data_connection/document_transformers/semantic-chunker.ipynb
+++ b/docs/docs/modules/data_connection/document_transformers/semantic-chunker.ipynb
@@ -10,7 +10,7 @@
     "Splits the text based on semantic similarity.\n",
     "\n",
     "Taken from Greg Kamradt's wonderful notebook:\n",
-    "https://github.com/FullStackRetrieval-com/RetrievalTutorials/blob/main/5_Levels_Of_Text_Splitting.ipynb\n",
+    "[5_Levels_Of_Text_Splitting](https://github.com/FullStackRetrieval-com/RetrievalTutorials/blob/main/5_Levels_Of_Text_Splitting.ipynb)\n",
     "\n",
     "All credit to him.\n",
     "\n",