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"Good intentions don’t work. Mechanisms do." - Jeff Bezos
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"Good intentions don’t work. Mechanisms do." - Jeff Bezos

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170 results for source starred repositories
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💫 Toolkit to help you get started with Spec-Driven Development

Python 21,101 1,658 Updated Sep 18, 2025

VS Code in the browser

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The official Python SDK for Model Context Protocol servers and clients

Python 18,573 2,477 Updated Sep 18, 2025

A model-driven approach to building AI agents in just a few lines of code.

Python 3,334 376 Updated Sep 18, 2025

A full-stack serverless RAG workflow. This is thought for running PoCs, prototypes and bootstrap your MVP.

JavaScript 82 29 Updated Nov 18, 2024

Opinionated sample on how to build and deploy a RAG application with Amazon Bedrock and OpenSearch

Python 42 5 Updated Aug 8, 2025

Specification and documentation for the Model Context Protocol

TypeScript 5,650 966 Updated Sep 18, 2025

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

Python 6,378 881 Updated Sep 18, 2025

CLI for building Docker images in SageMaker Studio using AWS CodeBuild.

Python 56 27 Updated Apr 18, 2022

✨ Agentic chat experience in your terminal. Build applications using natural language.

Rust 1,602 293 Updated Sep 18, 2025

Official mirror for interface definitions and helper classes for Java code running on the AWS Lambda platform.

C++ 542 238 Updated Sep 9, 2025

This repository contains sample code demonstrating various use cases leveraging Amazon Bedrock and Generative AI. Each sample is a separate project with its own directory, and includes a basic Stre…

Python 383 144 Updated Sep 16, 2025

Universal AI Agent using Amazon Bedrock, capable of customize to create/edit files, execute commands, search the web, use knowledge base, use multi-agents, generative images and more.

TypeScript 402 51 Updated Sep 16, 2025

The CloudFormation Provider Development Toolkit allows you to author your own resource providers and modules that can be used by CloudFormation.

Python 336 166 Updated Apr 1, 2025

tiktoken is a fast BPE tokeniser for use with OpenAI's models.

Python 15,948 1,222 Updated Sep 1, 2025

A vault for securely storing and accessing AWS credentials in development environments

Go 8,856 847 Updated Jul 24, 2024

🦀 Small exercises to get you used to reading and writing Rust code!

Rust 59,993 10,913 Updated Aug 21, 2025

Code snippets for Data Engineering Design Patterns book

Python 184 47 Updated Mar 19, 2025

IDDD《实现领域驱动设计》中文翻译(DDD之父作序力荐 让DDD思想真正落地的首创巨著)

Shell 31 26 Updated Jun 21, 2020

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

Jupyter Notebook 9,235 973 Updated Feb 5, 2025

MTEB: Massive Text Embedding Benchmark

Python 2,845 466 Updated Sep 18, 2025

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

Jupyter Notebook 1,956 835 Updated Aug 6, 2025

This repo includes Claude prompt curation to use Claude better.

3,484 354 Updated Aug 15, 2025

Style guides for Google-originated open-source projects

HTML 38,527 13,004 Updated Sep 3, 2025

Anthropic's educational courses

Jupyter Notebook 17,080 1,556 Updated Nov 26, 2024

Powerful menu bar manager for macOS

Swift 22,481 437 Updated Sep 16, 2025

⚙️ All-in-One menu bar app, hide 💻MacBook Pro's notch, dark mode, AirPods, Shortcuts

Swift 5,115 220 Updated Jun 30, 2025

An overview of our team's strategy and development for USYD's 2020 AWS DeepRacer competition

Python 54 15 Updated Oct 7, 2020
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