SafeQL, an in-DBMS search-based refinement framework, fixes LLM-generated SQL errors by guided AST-level repair, improving execution accuracy by up to 5.8% and cutting token usage up to 15x.
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SafeQL: Search-based Refinement for Safe and Efficient LLM-based Text-to-SQL
SafeQL, an in-DBMS search-based refinement framework, fixes LLM-generated SQL errors by guided AST-level repair, improving execution accuracy by up to 5.8% and cutting token usage up to 15x.