AINeutralarXiv – CS AI · 10h ago6/10
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SQLConductor: Search-to-Policy Learning for Step-wise Text-to-SQL Orchestration
SQLConductor is a new AI framework that improves Text-to-SQL systems—tools that convert natural language queries into database commands—by using adaptive, step-wise orchestration rather than fixed pipelines. The system achieves 73.2% execution accuracy on complex database queries while using smaller, frozen models, suggesting significant efficiency gains for database accessibility applications.