AWS Public Sector Blog

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AWS Branded Background with text "High-level architecture and components for a generative AI-based RAG solution

High-level architecture and components for a generative AI-based RAG solution

In this post, we walk through a step-by-step guide to building your own Retrieval Augmented Generation (RAG) solution on AWS, complete with open-source instructions and best practices. Learn how to harness the same technological foundations that power enterprise-grade proposal automation while maintaining security, compliance, and content quality.

How to put a supercomputer in the hands of every scientist

The AWS Cloud gives you access to virtually unlimited infrastructure suitable for high performance computing (HPC) workloads. With HPC, you can remove long queues and waiting times so you don’t have to choose availability over performance. In this technical guide, learn how to use AWS ParallelCluster to set up and manage an HPC cluster in a flexible, elastic, and repeatable way.

Integrating Amazon AppStream 2.0 with your Learning Management System

Amazon AppStream 2.0 is a fully managed application streaming service that lets students access the applications they need for class through a browser. It doesn’t matter whether they’re using Macs, Chromebooks, or PCs, or whether they’re in the classroom, the library, a cafe, or at home. For example, Cornell University uses AppStream 2.0 to deliver CAD/CAM applications to its engineering students without the need for computer labs.