Fully managed RAG solution implemented using Knowledge Bases for Amazon Bedrock

This repository contains a collection of Generative AI samples and examples using AWS services and AWS partner products.

Breakthrough Method for Agile Ai Driven Development

Linux distribution optimized for audio playback

An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs

Open, Multi-modal Catalog for Data & AI

Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.

The Data Landing Zone is a CDK Construct designed to create a landing zone tailored for supporting and enabling AI, data-driven, data mesh, and cloud projects.

Application implementation with business use cases for safely utilizing generative AI in business operations

🎨 Diagram as Code for prototyping cloud system architectures

The financial transactions database designed for mission critical safety and performance.

💫 Toolkit to help you get started with Spec-Driven Development

What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

Data validation using Python type hints

A set of tools that gives agents powerful capabilities.

Universal memory layer for AI Agents

AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.

Multi-Language Backend Framework that unifies APIs, background jobs, queues, workflows, streams, and AI agents with a single core primitive with built-in observability and state management.

Robust Speech Recognition via Large-Scale Weak Supervision

Examples and guides for using the OpenAI API

gpt-oss-120b and gpt-oss-20b are two open-weight language models by OpenAI

Generation of diagrams like flowcharts or sequence diagrams from text in a similar manner as markdown

This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models

This is a workshop designed for Amazon Bedrock a foundational model service.

The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents

An MCP Multimodal AI Agent with eyes and ears!

Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.