BAP-SQL: Budget-Aware Observation Planning for Agentic Text-to-SQL

Chong Peng, Pin Qian, Su Wang +2

Tool-using agents do not merely consume observations: their actions determine what arrives next. In agentic text-to-SQL, a broad query can spend context and database work before us…