diff --git a/sdk/python/endpoints/online/managed/online-endpoints-keyvault.ipynb b/sdk/python/endpoints/online/managed/online-endpoints-keyvault.ipynb
index bfd4bf7fa4..a494c0a22e 100644
--- a/sdk/python/endpoints/online/managed/online-endpoints-keyvault.ipynb
+++ b/sdk/python/endpoints/online/managed/online-endpoints-keyvault.ipynb
@@ -338,7 +338,7 @@
     "    ),\n",
     "    environment=Environment(\n",
     "        conda_file=\"keyvault/env.yml\",\n",
-    "        image=\"mcr.microsoft.com/azureml/minimal-py312-inference\",\n",
+    "        image=\"mcr.microsoft.com/azureml/minimal-py312-inference:20260316.v1\",\n",
     "    ),\n",
     "    environment_variables={\n",
     "        \"KV_SECRET_MULTIPLIER\": f\"multiplier@https://{keyvault_name}.vault.azure.net\"\n",