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A. Romadhony

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Open access Jul 2026

Schema-Guided Prompt Strategies for Text-to-SQL over Relational Databases Using Local LLMs

It is suggested that structured prompt engineering provides a practical alternative to model fine-tuning for locally deployed LLMs, offering an effective balance between SQL generation accuracy, computational efficiency, and data privacy.

Nurjayanti Nurjayanti, A. Adiwijaya, A. Romadhony et al. · 0 citations

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