diff --git a/examples/chatgpt/gpt_actions_library/gpt_action_snowflake_direct.ipynb b/examples/chatgpt/gpt_actions_library/gpt_action_snowflake_direct.ipynb
index 491aac9..9778a28 100644
--- a/examples/chatgpt/gpt_actions_library/gpt_action_snowflake_direct.ipynb
+++ b/examples/chatgpt/gpt_actions_library/gpt_action_snowflake_direct.ipynb
@@ -456,6 +456,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
+    "* This guide is intended to illustrate general concepts and is provided for reference purposes only. We are unable to provide full support for the third party API integration. \n",
     "* The callback url can change if you update the YAML, double check it is correct when making changes.\n",
     "* _Callback URL Error:_ If you get a callback URL error in ChatGPT, pay close attention to the Post-Action Steps above. You need to add the callback URL directly into your Security Integration for the action to authenticate correctly\n",
     "* _Schema calls the wrong warehouse or database:_ If ChatGPT calls the wrong warehouse or database, consider updating your instructions to make it more explicit either (a) which warehouse / database should be called or (b) to require the user provide those exact details before it runs the query\n"