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Cost-efficient custom text-to-SQL using Amazon Nova Micro and Amazon Bedrock on-demand inference
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Cost-efficient custom text-to-SQL using Amazon Nova Micro and Amazon Bedrock on-demand inference
AWS details LoRA fine-tuning of Nova Micro for custom SQL dialects, hitting $0.80/month at 22,000 queries via serverless inference.
How Guidesly built AI-generated trip reports for outdoor guides on AWS
Guidesly's Jack AI uses AWS Lambda, Step Functions, and Amazon Bedrock to auto -publish trip content after each outdoor guide booking.
AWS Lambda Powers Reward Functions for Amazon Nova RFT Customization
AWS details how Lambda serverless functions enable scalable reward functions for Amazon Nova reinforcement fine-tuning, reducing labeled data require
Amazon Bedrock Projects Enables Workload-Level Cost Attribution
AWS introduces Bedrock Projects to tag and track AI inference costs per workload via Cost Explorer.
Fine-Tune Qwen 2.5 for Tool Calling with SageMaker RLVR
AWS SageMaker serverless RLVR fine-tuning improved Qwen 2.5 7B tool-call accuracy by 57% without GPU management.
Amazon Bedrock AgentCore Gateway Now Supports OAuth 2.0 for MCP Servers
AgentCore Gateway centralizes MCP server auth using OAuth 2.0 Authorization Code flow, removing per-server credential management.