Natural Language to SQL Converter

Build a tool that converts natural language questions into SQL queries. Users provide their database schema, ask questions in plain English, and get executable SQL with explanations and result previews.

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llmnatural-languagesqldatabase

Objectives

Allow users to define or upload a database schema (tables, columns, types)
Convert natural language questions to SQL using an LLM
Display the generated SQL with syntax highlighting and explanation
Run queries against an in-browser SQLite database for previewing results
Maintain a history of queries with the ability to edit and re-run

Hints

Include the schema in the LLM system prompt for accurate query generation
Use sql.js (SQLite compiled to WASM) for in-browser query execution
Validate generated SQL before execution to prevent harmful operations

Resources

sql.js.org

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