TRUST-SQL: Tool-Integrated Multi-Turn Reinforcement Learning for Text-to-SQL over Unknown Schemas
The episode discusses 'TRUST-SQL,' a system for generating SQL queries from natural language, even with unknown database schemas. Hosts explain that the technology moves beyond simple prediction by using multi-turn reinforcement learning and tool integration to simulate human reasoning and self-correct errors.