PV-SQL: Synergizing Database Probing and Rule-based Verification for Text-to-SQL Agents

Yuan Tian, Tianyi Zhang

Text-to-SQL systems often struggle with deep contextual understanding, particularly for complex queries with subtle requirements. We present PV-SQL, an agentic framework that addre…