diff --git a/docs/docs_skeleton/docs/integrations/chat/azureml_chat_endpoint.ipynb b/docs/docs_skeleton/docs/integrations/chat/azureml_chat_endpoint.ipynb
index e80fcfccae..72c549a93b 100644
--- a/docs/docs_skeleton/docs/integrations/chat/azureml_chat_endpoint.ipynb
+++ b/docs/docs_skeleton/docs/integrations/chat/azureml_chat_endpoint.ipynb
@@ -63,7 +63,11 @@
     "from langchain.chat_models.azureml_endpoint import LlamaContentFormatter\n",
     "from langchain.schema import HumanMessage\n",
     "\n",
-    "chat = AzureMLChatOnlineEndpoint(content_formatter=LlamaContentFormatter())\n",
+    "chat = AzureMLChatOnlineEndpoint(\n",
+    "    endpoint_url=\"https://<your-endpoint>.<your_region>.inference.ml.azure.com/score\",\n",
+    "    endpoint_api_key=\"my-api-key\",\n",
+    "    content_formatter=LlamaContentFormatter,\n",
+    "))\n",
     "response = chat(messages=[\n",
     "    HumanMessage(content=\"Will the Collatz conjecture ever be solved?\")\n",
     "])\n",