An Iterative LangGraph Agent for Text-to-SQL: Natural Language Access to the Chicago Crime Database

Vigneshwar Ravi Rao, Rupesh Swarnakar, Fayeq Jeelani Syed†

Non-technical stakeholders frequently cannot write the SQL needed to extract insights from operational databases. We built and evaluated a Text-to-SQL agent that closes this gap en…