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Showing archive results for May 2026

May 7, 2026
Post likes count2

SQL query generation from natural language

Ashley Costigane

Evaluating AI agents for NL-to-SQL generation across Azure Databricks AI/BI Genie, GitHub Copilot CLI, and Microsoft Agent Framework. We achieved ~75% accuracy with schema documentation and runtime validation, while discovering that business logic errors represent a fundamental limitation requiring domain expertise.

CSEMachine Learning
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