Preprint
Aug 2026
Beyond the Harness: End-to-End Optimization of Context Artifacts for Enterprise Text-to-SQL
In this ablation, retrieved knowledge-base context provides the largest marginal improvement when added to the full oracle graph, and a distillation procedure that turns historical query profiles into reusable SQL reference cards is optimized.
Kate Gwimm, Carson Eisenach
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