Text-to-SQL with LLMs in Production: Schema Linking, Query Validation, and Guardrails (2026)
A practical, evaluation-first guide to shipping text-to-SQL with LLMs in production: schema linking as RAG, semantic layers, three-stage query validation, and defense-in-depth guardrails, with runnable code and 2026 benchmark numbers.