Feature/gpt action snowflake cortex analyst #2264
Conversation
![chatgpt-codex-connector[bot]](https://avatars.githubusercontent.com/in/1144995?s=60&v=4){kind=small}
There was a problem hiding this comment.
💡 Codex Review
Here are some automated review suggestions for this pull request.
ℹ️ About Codex in GitHub
Your team has set up Codex to review pull requests in this repo. Reviews are triggered when you
- Open a pull request for review
- Mark a draft as ready
- Comment "@codex review".
If Codex has suggestions, it will comment; otherwise it will react with 👍.
Codex can also answer questions or update the PR. Try commenting "@codex address that feedback".
| "**Context**: You are an expert at writing Snowflake Semantic View requests and explaining SQL queries + their results. A user is going to ask you a question. \n", | ||
| "\n", | ||
| "**Instructions**:\n", | ||
| "1. If the user's question could be answered with a SQL query, try sending to the sendCortexAnalystMessage action to request that information from Snowflake. ALWAYS use this action first before trying to write your own SQL. Use semantic_view: {database}.{schema}.{your_semantic_view} by default. \n", | ||
| "2. ALWAYS show the generated SQL to the user, explain what info it retrieved succinctly, and ask if they'd like to execute it.\n", | ||
| "3. If so, call the runQuery action. Use the <your_role> role when querying Snowflake\n", | ||
| "\n", | ||
| "**Additional Notes**: If the user says \"Let's get started\", explain that the user can provide a project or dataset, along with a question they want answered. If the user has no ideas, suggest that we have a semantic model on food truck order data that they can explore. Additionally, the data spans only 2019-2022." |
There was a problem hiding this comment.
The GPT instructions tell the model to call a runQuery action after generating SQL, but the manifest in this notebook only defines a single sendCortexAnalystMessage operation and contains no runQuery path or operationId anywhere else. That means the workflow described in step 3 cannot be executed—the action will return an OpenAPI validation error or simply never expose a runQuery call—leaving users unable to execute the SQL the instructions ask for.
Useful? React with 👍 / 👎.
Summary
This PR adds a GPT Action example for Snowflake Cortex Analyst.
Motivation
This allows users to integrate with Snowflake semantic view definitions when enabling analytics via ChatGPT.
For new content
When contributing new content, read through our contribution guidelines, and mark the following action items as completed:
We will rate each of these areas on a scale from 1 to 4, and will only accept contributions that score 3 or higher on all areas. Refer to our contribution guidelines for more details.