diff --git a/site/en/gemini-api/tutorials/anomaly_detection.ipynb b/site/en/gemini-api/tutorials/anomaly_detection.ipynb
index 1a4e1e900..c2f0d1d33 100644
--- a/site/en/gemini-api/tutorials/anomaly_detection.ipynb
+++ b/site/en/gemini-api/tutorials/anomaly_detection.ipynb
@@ -2936,7 +2936,11 @@
         "\n",
         "To learn how to use other services in the Gemini API, visit the [Python quickstart](https://ai.google.dev/tutorials/python_quickstart).\n",
         "\n",
-        "To learn more about how you can use the embeddings, check out the [examples](../examples?keywords=embed) available. To learn how to create them from scratch, see TensorFlow's [Word Embeddings](https://www.tensorflow.org/text/guide/word_embeddings){:.external} tutorial."
+        "To learn more about how you can use embeddings, see these  other tutorials:\n",
+        "\n",
+        " * [Clustering with Embeddings](https://ai.google.dev/gemini-api/tutorials/clustering_with_embeddings)\n",
+        " * [Document Search with Embeddings](https://ai.google.dev/gemini-api/tutorials/document_search)\n",
+        " * [Training a Text Classifer with Embeddings](https://ai.google.dev/gemini-api/tutorials/text_classifier_embeddings)"
       ]
     }
   ],