Fixing typos (#1412)

examples/chatgpt/gpt_actions_library/gpt_action_snowflake_direct.ipynb

@@ -27,7 +27,7 @@
    "source": [
     "This particular GPT Action provides an overview of how to connect to a Snowflake Data Warehouse. This Action takes a user’s question, scans the relevant tables to gather the data schema, then writes a SQL query to answer the user’s question.\n",
     "\n",
-    "Note: This cookbook return back a [ResultSet SQL statement](https://docs.snowflake.com/en/developer-guide/sql-api/handling-responses#getting-the-data-from-the-results), rather than the full result that is not limited by GPT Actions application/json payload limit. For production and advanced use-case, a middleware is required to return back a CSV file. You can follow instructions in the [GPT Actions - Snowflake Middleware cookbook](../gpt_action_snowflake_middleware) to implement this flow instead."
+    "Note: This cookbook returns back a [ResultSet SQL statement](https://docs.snowflake.com/en/developer-guide/sql-api/handling-responses#getting-the-data-from-the-results), rather than the full result that is not limited by GPT Actions application/json payload limit. For production and advanced use-case, a middleware is required to return back a CSV file. You can follow instructions in the [GPT Actions - Snowflake Middleware cookbook](../gpt_action_snowflake_middleware) to implement this flow instead."
    ]
   },
   {
@@ -42,7 +42,7 @@
    "metadata": {},
    "source": [
     "\n",
-    "Value: Users can now leverage ChatGPT's natural language capability to connect directly to Snowflake’s Data Warehouse..\n",
+    "Value: Users can now leverage ChatGPT's natural language capability to connect directly to Snowflake’s Data Warehouse.\n",
     "\n",
     "Example Use Cases:\n",
     "\n",
@@ -282,7 +282,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 2. Set up the Securit Integration\n",
+    "### 2. Set up the Security Integration\n",
     "* Review the Snowflake OAuth Overview: [https://docs.snowflake.com/en/user-guide/oauth-snowflake-overview](https://docs.snowflake.com/en/user-guide/oauth-snowflake-overview)\n",
     "* Create new OAuth credentials through a [Security Integration](https://docs.snowflake.com/en/sql-reference/sql/create-security-integration-oauth-snowflake) - you will need a new one for each OAuth app/custom GPT since Snowflake Redirect URIs are 1-1 mapped to Security Integrations"
    ]
@@ -373,7 +373,7 @@
     "\n",
     "You’ll find the Client Secret in OAUTH_CLIENT_SECRET. Do not include the double quotes when copying the value.\n",
     "\n",
-    "Now is a good time to [test your Snowflake integration in Postman](https://community.snowflake.com/s/article/How-to-configure-postman-for-testing-SQL-API-with-OAuth). If you copnfigured a network policy for your security integration, ensure that it includes the IP of the machine you're using to test."
+    "Now is a good time to [test your Snowflake integration in Postman](https://community.snowflake.com/s/article/How-to-configure-postman-for-testing-SQL-API-with-OAuth). If you configured a network policy for your security integration, ensure that it includes the IP of the machine you're using to test."
    ]
   },
   {