SMRTR ProgrammingNov 16, 2025Daily.dev

How to get Gemini to deeply understand your database

SMRTR summary

Google's Gemini 2.5-pro achieved the top score of 76.13 on the industry-standard BIRD benchmark for converting natural language to SQL queries, surpassing all other single-model solutions. This breakthrough was accomplished through rigorous data filtering, specialized multi-task training, and self-consistency techniques, directly improving Google's database products like AlloyDB and BigQuery for real-world applications.

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