Memory Architectures for Multi-Turn Text-to-SQL: A Benchmark and Empirical Study

Ravi Kumar Tummalapenta, Suman Addanki

Multi-turn Text-to-SQL is central to enterprise analytics yet remains predominantly evaluated in single-turn settings. We introduce EnterpriseMem-Bench, a multi-turn Text-to-SQL be…