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Zachary Huang
2025-04-23 16:01:54 -04:00
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A PocketFlow example demonstrating a text-to-SQL workflow that converts natural language questions into executable SQL queries for an SQLite database, including an LLM-powered debugging loop for failed queries. A PocketFlow example demonstrating a text-to-SQL workflow that converts natural language questions into executable SQL queries for an SQLite database, including an LLM-powered debugging loop for failed queries.
- Check out the [Substack Post Tutorial](https://zacharyhuang.substack.com/p/text-to-sql-from-scratch-tutorial) for more!
## Features ## Features
- **Schema Awareness**: Automatically retrieves the database schema to provide context to the LLM. - **Schema Awareness**: Automatically retrieves the database schema to provide context to the LLM.