Streamline AI operations with the Multi-Provider Generative AI Gateway reference architecture

As organizations increasingly adopt AI capabilities across their applications, the need for centralized management, security, and cost control of AI model access is a required step in scaling AI solutions. The Generative AI Gateway on AWS guidance addresses these challenges by providing guidance for a unified gateway that supports multiple AI providers while offering comprehensive governance and monitoring capabilities.

The Generative AI Gateway is a reference architecture for enterprises looking to implement end-to-end generative AI solutions featuring multiple models, data-enriched responses, and agent capabilities in a self-hosted way. This guidance combines the broad model access of Amazon Bedrock, unified developer experience of Amazon SageMaker AI, and the robust management capabilities of LiteLLM, all while supporting customer access to models from external model providers in a more secure and reliable manner.

LiteLLM is an open source project that addresses common challenges faced by customers deploying generative AI workloads. LiteLLM simplifies multi-provider ...