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How do production Text-to-SQL systems handle semantic errors and validate generated SQL?

I'm building a Text-to-SQL agent that supports PostgreSQL, MySQL, and SQL Server. I'm currently experimenting with SQL validation and error-recovery strategies, and I'd appreciate insights from people who have built or deployed similar systems. My current pipeline is roughly: User question ↓ Inspec…

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  1. 2026-10-15 08:59 · r/AI_Agents
    How do production Text-to-SQL systems handle semantic errors and validate generated SQL?

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