• CODE
  • LOGIC
  • REVIEW
  • DATA

How to generate SQL queries with your AI

Connect NVIDIA AI to your client to bridge the gap between natural language and your database. Once connected, you just ask questions and get code.

Ask AI about this page

Short answer

How do I turn English into SQL?

Your AI uses the text_to_sql tool to translate your questions into valid SQL statements based on your specific database schema. You get ready-to-run code that pulls the exact data you asked for. This breakdown shows how the translation happens.

The results

What you get from every query

The AI handles the syntax so you can focus on the data.

CODE

Ready-to-run SQL

The AI produces a clean SQL statement tailored to your table structures. You can copy this directly into your database console.

LOGIC

Schema awareness

The tool maps your words to actual column names and table relationships. It understands how your data is organized.

REVIEW

Human verification

You receive the code to inspect before running it. This ensures the logic matches your intent before any data is touched.

DATA

Direct answers

Once you run the generated code, you get the specific rows and values you requested. No more manual filtering.

The workflow

What your AI does when a question arrives.

The AI acts as a translator between your intent and your database engine.

  1. Analyze intent

    Your agent parses your plain English question to identify what data points you are looking for.

    text_to_sql

  2. Map to schema

    The AI looks at your database structure to find the right tables and columns for the request.

    text_to_sql

  3. Write syntax

    The tool constructs the specific SQL statement required to fetch that data.

    text_to_sql

  4. Present code

    The agent delivers the finished query to your chat window for you to check.

    text_to_sql

Try it

Copy these to start.

Use these prompts to begin querying your data.

Starting points

These are opening lines. Swap out the bracketed text with your actual table or column names.

NVIDIA Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_F8wZEFp9XAw3aowvQGCJgs0iHR9Eswli1t6PkJLP/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — NVIDIA capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "nvidia-ai-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_F8wZEFp9XAw3aowvQGCJgs0iHR9Eswli1t6PkJLP/mcp"
    }
  }
}
Copy into chat04

  • Write a SQL query to find all users in the [users] table who signed up last week.

  • Show me the total revenue from the [orders] table for the month of March.

  • Generate a query to list the top 5 most expensive products in [inventory].

  • Find the email addresses for all customers in [customers] who live in New York.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect NVIDIA AI once, then ask.

One connection links your AI client to the NVIDIA AI MCP. Your credentials stay encrypted and secure on our side.

Connect NVIDIA AI to your AI

FAQ

How this task behaves.

  • 01

    Does the AI execute the query automatically?

    No. The AI generates the SQL code and presents it to you. You must run the query yourself in your database environment.

  • 02

    Can the AI change my database schema?

    No. This tool is designed for querying data, not for altering tables, deleting records, or changing your database structure.

  • 03

    What happens if my table names are unusual?

    The AI uses the schema information provided to map your words to your specific table and column names.

  • 04

    Does it work with any database?

    It works with any database that your AI client can access once the connection is established.

  • 05

    Will the AI write complex joins?

    Yes, if your question requires data from multiple tables, the AI will write the necessary JOIN statements.

  • More questions about NVIDIA AI? The Connector page answers them. See everything the NVIDIA AI Connector can do

Connect NVIDIA to Claude, Cursor, ChatGPT & more