ProSPy: A Profiling-Driven SQL-Python Agentic Framework for Enterprise Text-to-SQL

Zhaorui Yang, Huawei Zheng, Sen Yang +14

Large language models have substantially advanced Text-to-SQL systems, yet applying them to enterprise-scale databases remains challenging. Real-world databases often contain large…