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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.
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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.
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- Check out the [Substack Post Tutorial](https://zacharyhuang.substack.com/p/text-to-sql-from-scratch-tutorial) for more!
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## Features
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## Features
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- **Schema Awareness**: Automatically retrieves the database schema to provide context to the LLM.
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- **Schema Awareness**: Automatically retrieves the database schema to provide context to the LLM.
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=== Workflow Completed Successfully ===
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=== Workflow Completed Successfully ===
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====================================
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====================================
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```
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```
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