• AWS Architecture Blog Building an AI gateway to Amazon Bedrock with Amazon API Gateway When building generative AI applications, enterprises need to govern foundation model usage through authorization, quota management, tenant isolation, and cost control. • To meet these needs, Dynatrace developed a robust AI gateway architecture that has evolved into a reusable reference pattern for organizations looking to control access to Amazon Bedrock services at scale. • This pattern uses Amazon API Gateway as the access layer in front of Amazon Bedrock. • It supports key capabilities such as request authorization with seamless integration into existing identity systems (for example, JWT validation), usage quotas and request throttling, lifecycle management, canary releases, and AWS WAF integration. • The gateway also uses Amazon API Gateway response streaming, launched today, for real-time delivery of API model outputs that stream to users as they are generated. • The complete solution code is available in our GitHub repository.
Article Summaries:
- Dynatrace has released a reference architecture that turns Amazon API Gateway into a scalable AI gateway for Amazon Bedrock. The pattern adds a Lambda authorizer for JWT validation, request throttling, quota management, and AWS WAF integration, while a Lambda integration function signs and forwards Bedrock requests. It also leverages API Gateway’s new response‑streaming feature to deliver model outputs in real time. The solution supports custom domains via Route 53 and is designed to be transparent to client applications, allowing them to use Bedrock APIs unchanged. Full code is available on GitHub, and the blog outlines deployment steps and future enhancements.
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