Databricks research shows multi-step agents consistently outperform single-turn RAG when answers span databases and documents

Data teams building AI agents keep running into the same failure mode. Questions that require joining structured data with ...
Unite.AI

AI Code Review for SQL: Can It Replace a Senior DBA’s Eye?

Artificial intelligence is rapidly entering nearly every stage of the software development lifecycle. From code generation to ...
IEEE

SQLight: Reasoning-Augmented and Workflow-Decoupled Text-to-SQL

Abstract: SQLight presents an industry-ready, lightweight Text-to-SQL paradigm that converts the original large-model-reliant DIN-SQL into a trainable small-model pipeline via "training-inference ...