Microsoft

generative-ai-for-beginners

21 Lessons for Getting Started with Generative AI

ai-agents-for-beginners

12 Lessons to Get Started Building AI Agents

AI-For-Beginners

A beginner-friendly AI curriculum with multi-language support.

autogen

A programming framework for agentic AI

playwright-mcp

Playwright MCP server

graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

semantic-kernel

Integrate cutting-edge LLM technology quickly and easily into your apps

AirSim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity

agent-lightning

The absolute trainer to light up AI agents

mcp-for-beginners

Open-source curriculum for Model Context Protocol (MCP), covering modular and secure AI workflows in multiple languages

nni

An open source AutoML toolkit for automating machine learning lifecycle

RD-Agent

Automating high-value R&D processes through AI-driven data science and model development.

agent-framework

Framework for building and deploying AI agents and multi-agent workflows

promptflow

Build high-quality LLM apps from prototyping to production deployment and monitoring

UFO

Weaving the Digital Agent Galaxy

TypeChat

Library for building natural language interfaces with TypeScript

ailab

Experience, Learn and Code the Latest Breakthrough Innovations With Microsoft AI

SPTAG

Distributed ANN library for large-scale vector search

FLAML

A fast library for AutoML and tuning

RulesEngine

A fast and reliable .NET Rules Engine with extensive Dynamic expression support

apm

Agent Package Manager

service-fabric

A distributed systems platform for managing cloud-native microservices and stateful applications.

CodeBERT

CodeBERT series models for code pretraining in Python and programming languages

pai

Resource scheduling and cluster management for AI

Foundry-Local

SDK and CLI for local AI inference with GPU acceleration, supporting speech-to-text models like Whisper.

aici

Builds Controllers for Constrained LLM Output in Real-time Using Wasm

prompty

Tool for managing LLM prompts

MInference

Accelerates Long-context LLMs' inference through approximate sparse calculation for attention.

BuildXL

Microsoft Build Accelerator

MM-REACT

MM-REACT is an AI agent framework built upon langchain.

rag-time

RAG Time: A 5-week Learning Journey to Mastering RAG

CodeT

CodeT

sarathi-serve

A low-latency and high-throughput serving engine for LLMs

archai

Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.

BIPIA

Benchmark for evaluating LLM robustness to indirect prompt injection attacks.