diff --git a/notebooks/experimental/semantic_operators.ipynb b/notebooks/experimental/semantic_operators.ipynb
index b3b989dd43..d3fec469b4 100644
--- a/notebooks/experimental/semantic_operators.ipynb
+++ b/notebooks/experimental/semantic_operators.ipynb
@@ -188,7 +188,7 @@
       "source": [
         "Create LLM instances. They will be passed in as parameters for each semantic operator.\n",
         "\n",
-        "This tutorial uses the \"gemini-1.5-flash-001\" model for text generation and \"text-embedding-005\" for embedding. While these are recommended, you can choose [other Vertex AI LLM models](https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models) based on your needs and availability. Ensure you have [sufficient quota](https://cloud.google.com/vertex-ai/generative-ai/docs/quotas) for your chosen models and adjust it if necessary."
+        "This tutorial uses the \"gemini-1.5-flash-002\" model for text generation and \"text-embedding-005\" for embedding. While these are recommended, you can choose [other Vertex AI LLM models](https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models) based on your needs and availability. Ensure you have [sufficient quota](https://cloud.google.com/vertex-ai/generative-ai/docs/quotas) for your chosen models and adjust it if necessary."
       ]
     },
     {