diff --git a/examples/website_qa_with_gemini_caching/website_qa_with_gemini_caching.ipynb b/examples/website_qa_with_gemini_caching/website_qa_with_gemini_caching.ipynb
index 0876affa..9a2244a1 100644
--- a/examples/website_qa_with_gemini_caching/website_qa_with_gemini_caching.ipynb
+++ b/examples/website_qa_with_gemini_caching/website_qa_with_gemini_caching.ipynb
@@ -98,7 +98,7 @@
    "source": [
     "# Create a cache with a 5 minute TTL\n",
     "cache = caching.CachedContent.create(\n",
-    "    model=\"models/gemini-1.5-pro-001\",\n",
+    "    model=\"models/gemini-1.5-pro-002\",\n",
     "    display_name=\"website crawl testing again\", # used to identify the cache\n",
     "    system_instruction=\"You are an expert at this website, and your job is to answer user's query based on the website you have access to.\",\n",
     "    contents=[text_file],\n",