AWS Bedrock offers foundation models from multiple providers through unified APIs. Access Claude, Llama, Stable Diffusion, and others. Enterprise features include VPC endpoints, CloudWatch integration, and IAM.
Model Selection
Choose models based on task requirements. Claude excels at reasoning and analysis. Llama offers open-source flexibility. Stable Diffusion generates images. Evaluate for your specific use case.
- Compare models on your specific tasks before committing
- Use provisioned throughput for production workloads
- Enable guardrails for content filtering
- Monitor usage with CloudWatch metrics
- Implement fine-tuning for domain-specific needs
Integration Patterns
Use AWS SDKs for direct integration. Invoke models synchronously or stream responses. Implement retry logic for throttling. Combine with other AWS services for complete solutions.