Building an AI-powered SQL query generator from natural language

A Python-based NL2SQL system is built to handle schema drift, dialect mismatch, and injection through prompts. The system uses a robust architecture with schema injector, language model, SQL validator, and read-only executor. A compact representation of the database schema is used to prevent verbose and expensive queries. The system is designed to be secure and reliable in production.