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HA
Hazim Qudah
4/16/2026
Cost-efficient custom text-to-SQL using Amazon Nova Micro and Amazon Bedrock on-demand inference

Cost-efficient custom text-to-SQL using Amazon Nova Micro and Amazon Bedrock on-demand inference

TL;DR

AWS demonstrates fine-tuning Amazon Nova Micro for text-to-SQL generation via Bedrock, showing cost-efficient approaches for production workloads. Covers custom SQL dialect handling with two implementation patterns.

  • Tutorial covers fine-tuning Amazon Nova Micro for SQL generation
  • Two approaches compared for cost efficiency and production readiness
  • Custom SQL dialect support for database-specific queries

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