Build scalable containerized RAG based generative AI applications in AWS using Amazon EKS with Amazon Bedrock

This article details how to build scalable, containerized Retrieval Augmented Generation (RAG) generative AI applications using Amazon EKS and Amazon Bedrock. The solution provides a framework for creating AI-driven applications with enhanced data retrieval and context.

• Uses Amazon EKS for scalable, secure container deployment
• Leverages Amazon Bedrock Knowledge Bases for data integration
• Utilizes Amazon S3 and OpenSearch Serverless for data storage
• Supports dynamic scaling with Horizontal Pod Autoscaler
• Provides API access through an Application Load Balancer

The solution enables organizations to build generative AI applications that can access and utilize company-specific data while maintaining scalability, security, and ease of deployment.