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Decoded by Sia·about 8 hours ago01
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How Vanna AI handles RAG-trained SQL generation
Decoded by Sia·about 8 hours ago01RAG-trained SQL generation is the core of what [Vanna AI](https://www.saaskart.co/ai-agents/vanna-ai) does. The agent takes text and database schema as input and turns it into SQL, tables and charts, which removes a lot of manual effort from text-to-SQL. Results are best when the inputs are clean and the instructions are specific, so give Vanna AI good context: your goals, your tone or standards, and examples of strong past work. Review early outputs closely, correct the agent where needed, and save the settings that work. Used this way, RAG-trained SQL generation becomes a dependable part of the workflow rather than an experiment.