This repository contains a collection of awesome tools and scripts for Developers and Engineers seeking to automate routine tasks on AWS Cloud.

Bedrock agent interface to AWS account metadata and budget

Code examples, notebooks, snippets, and more for entries in the Query Blog

react + next.js dashboard for R2R: The most advanced AI retrieval system. Containerized, Retrieval-Augmented Generation (RAG) with a RESTful API.

Observability best practices on AWS

SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.

Measuring RAG solutions throughput and latency

⚡ Cloud-native, AI-powered, document processing pipelines on AWS.

AgentSearch is a framework for powering search agents and enabling customizable local search.

DevOps Roadmap for 2025. with learning resources

My self taught guide to cloud computing.