diff --git a/docs/docs/integrations/vectorstores/elasticsearch.ipynb b/docs/docs/integrations/vectorstores/elasticsearch.ipynb
index 5bbb9a7f47b..9032e698c2a 100644
--- a/docs/docs/integrations/vectorstores/elasticsearch.ipynb
+++ b/docs/docs/integrations/vectorstores/elasticsearch.ipynb
@@ -75,7 +75,7 @@
     "        )\n",
     "```\n",
     "### Authentication\n",
-    "For production, we recommend you run with security enabled. To connect with login credentials, you can use the parameters `api_key` or `es_user` and `es_password`.\n",
+    "For production, we recommend you run with security enabled. To connect with login credentials, you can use the parameters `es_api_key` or `es_user` and `es_password`.\n",
     "\n",
     "Example:\n",
     "```python\n",