· Bhanu Pratap
· AI & Machine Learning
NL-to-SQL Deep Dive: Schema Linking, Table Clustering, Volumetric Routing, and Why ReAct Changes Everything
Most NL-to-SQL demos work on toy schemas with 5 tables. Real databases have 500. This deep dive covers schema linking, table clustering, volumetric routing, domain bootstrapping, ReAct reasoning loops, SQL safety, and what benchmark scores actually tell you — with a detailed walk-through of a production-grade reasoning agent.