πŸš€ Awesome Repos

精选 GitHub δ»“εΊ“εˆ—θ‘¨ - 学习编程 & ζž„ε»Ίθ½―δ»Ά

GitHub δ»“εΊ“ β†’

AI Agents

LangGraph
Build resilient language agents as graphs
CrewAI
A framework for orchestrating role-playing, autonomous AI agents
Microsoft Agent Framework
A framework for building, orchestrating and deploying AI agents and multi-agent workflows in Python and .NET
OpenAI Agents SDK
A lightweight, powerful framework for multi-agent workflows
Agent Development Kit (ADK)
An open-source, code-first Python toolkit for building, evaluating and deploying AI agents
smolagents
A barebones library for agents that think in code
Pydantic AI
A Python agent framework to help you build production-grade GenAI applications
REA
Reverse engineer anything with agents, from app behavior down to native binaries
Semantic Kernel
A model-agnostic SDK for building, orchestrating and deploying AI agents and multi-agent systems
Agno
Build, run and manage multi-agent systems
OpenHands
AI-driven software development agents
Browser Use
A Python library that makes websites accessible to AI agents
GPT Researcher
An autonomous agent for deep research on any topic
MetaGPT
A multi-agent framework that mimics a software company
AutoGPT
A platform to build, deploy and run AI agents
Langflow
A visual tool for building and deploying AI agents and workflows
MCP Servers
Reference implementations of Model Context Protocol (MCP) servers
Awesome MCP Servers
A curated list of Model Context Protocol (MCP) servers
Awesome AI Agents
A list of AI autonomous agents

AI Learning

Generative AI for Beginners
A beginner-friendly course of lessons to start building Generative AI applications
Machine Learning for Beginners
A 12-week, 26-lesson curriculum covering classic Machine Learning for everyone
AI for Beginners
A 12-week, 24-lesson curriculum covering neural networks, computer vision and NLP
AI Agents for Beginners
A course with lessons to get started with building AI agents
MCP for Beginners
An open-source curriculum on the Model Context Protocol (MCP) with cross-language examples
LLM Course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks
LLMs from Scratch
Code for the book Build a Large Language Model (From Scratch): implement a ChatGPT-like LLM in PyTorch step by step
Neural Networks: Zero to Hero
Andrej Karpathy's course on building neural networks from scratch, in code
Hugging Face Agents Course
The free Hugging Face course on building and deploying AI agents
Made With ML
Learn how to design, develop, deploy and iterate on production-grade ML applications
Dive into Deep Learning
An interactive deep learning book with code, math and discussions
Prompt Engineering Guide
Guides, papers, lessons, notebooks and resources for prompt engineering
OpenAI Cookbook
Examples and guides for using the OpenAI API
Claude Cookbooks
Notebooks and recipes showing effective ways of building with Claude
Hands-On Machine Learning
Notebooks for the book Hands-On Machine Learning with Scikit-Learn, Keras and TensorFlow (3rd edition)

AI Projects

Awesome LLM Apps
A collection of AI agents and RAG apps built with LLMs, free and open source
500 AI Agents Projects
A curated collection of AI agent use cases across various industries
AI Engineering Hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications
nanoGPT
The simplest, fastest repository for training and finetuning medium-sized GPTs
nanochat
A full-stack ChatGPT clone: "the best ChatGPT that $100 can buy"
llm.c
LLM training in simple, raw C/CUDA
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it
minbpe
Minimal, clean code for the Byte Pair Encoding algorithm commonly used in LLM tokenization
Awesome LLM
A curated list of Large Language Model resources

AI Tools

Ollama
Get up and running with large language models locally
llama.cpp
LLM inference in C/C++
Open WebUI
User-friendly, self-hosted AI interface that works with Ollama and OpenAI-compatible APIs
Transformers
State-of-the-art pretrained models for inference and training across text, vision and audio
vLLM
A high-throughput and memory-efficient inference and serving engine for LLMs
LangChain
A framework for building applications powered by LLMs
LlamaIndex
A framework for building LLM applications over your own data
LiteLLM
Python SDK and proxy server to call 100+ LLM APIs in the OpenAI format
Dify
An open-source platform for developing LLM applications and agentic workflows
ComfyUI
A powerful node-based GUI and backend for diffusion models
Whisper
Robust speech recognition via large-scale weak supervision
Unsloth
Fine-tune and run open-source LLMs faster and with less memory
GPT4All
Run open-source LLMs locally on your desktop or laptop
Aider
AI pair programming in your terminal
Cline
An autonomous coding agent that lives in your IDE
Continue
An open-source AI code assistant for your IDE
Mem0
A memory layer for AI agents and applications

API

GraphQL-Apis
πŸ“œ A collective list of public GraphQL APIs
Public-Apis
A collective list of free APIs

Artificial Intelligence

Computer Vision
A curated list of awesome computer vision resources
Machine Learning
A curated list of awesome Machine Learning frameworks, libraries and software
Natural Language Processing
πŸ“– A curated list of resources dedicated to Natural Language Processing (NLP)
Pytorch
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc

Awesome

Awesome
😎 Awesome lists about all kinds of interesting topics
Awesome
πŸ’» πŸŽ‰ An awesome & curated list of best applications and tools for **Windows**
Awesomeness
A curated list of awesome awesomeness

BackEnd

GraphQL
Awesome list of GraphQL

Books

Free OReilly Books
Free O Reilly Books
Free Programming Books
πŸ“š Freely available programming books
GoBooks
List of Golang books
JavaScript
πŸ“š List of books to master JavaScript Development πŸš€
Mind Expanding Books
πŸ“š Books everyone should read
Python Books
πŸ“š Directory of Python books
The Concise TypeScript Book
πŸ“š A free and open-source TypeScript book covering fundamentals through advanced concepts
TypeScript Books
:books: The definitive guide to TypeScript and possibly the best TypeScript book πŸ“–. Free and Open Source 🌹

Career

Become A Full Stack Web Developer
Free resources for learning Full Stack Web Development
Clean Code JavaScript
πŸ› Clean Code concepts adapted for JavaScript
Coding Interview University
A complete computer science study plan to become a software engineer.
Computer Science (OSSU)
πŸŽ“ Path to a free self-taught education in Computer Science!
CS Courses
πŸ“š List of awesome university courses for learning Computer Science!
Developer Roadmap
Roadmap to becoming a web developer in 2021
DevOps Roadmap
This is a step-by-step guide on how to become a DevOps engineer, with links to relevant learning resources
Easy Application
Over 400 software engineering companies that are easy to apply to
FrontEnd Developer Interview Questions
A list of helpful front-end related questions you can use to interview potential candidates, test yourself or completely ignore
Hiring Without Whiteboards
⭐️ Companies that don't have a broken hiring process
Interview This
An open source list of developer questions to ask prospective employers
JavaScript Algorithms
πŸ“ Algorithms and data structures implemented in JavaScript with explanations and links to further readings
Leetcode Patterns
A curated list of leetcode questions grouped by their common patterns

CheatSheets

Async-JavaScript
Cheatsheet for promises and async/await.
Bootstrap 5
An interactive list of Bootstrap 5 classes, variables, and mixins
C++
Modern C++ Cheatsheet
Data Science
List of Data Science Cheatsheets to rule the world
Docker
πŸ‹ Docker Cheat Sheet πŸ‹
Emoji
A markdown version emoji cheat sheet
Git and GitHub
A list of cool features of Git and GitHub.
Python
Comprehensive Python Cheatsheet
Vim
Shortcuts that will help you to become an advance VIM user.

Cloud

AWS
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.

Competitive Programming

ACM-ICPC Algorithms
Algorithms used in Competitive Programming
Awesome Competitive Programming
A curated list of awesome Competitive Programming, Algorithm and Data Structure resources
Competitive Code
A repo for interesting Competitive Coding problems
Competitive Programming Resources
Competitive Programming & System Design Resources.

Courses & Certifications

Awesome learn by playing
A curated list of resources that can allow you to learn programming languages by playing games
Free Certifications
Curated list of free courses & certifications
GCP Training
Labs and demos for courses for GCP Training

Development

Beautiful Docs
Pointers to useful, well-written, and otherwise beautiful documentation.
Design Resources for Developers
Curated list of design and UI resources from stock photos, web templates, CSS frameworks, UI libraries, tools and much more
DevYouTubeList
List of Development YouTube Channels
Programming Talks
Awesome & interesting talks about programming

Education

Math
A curated list of awesome mathematics resources
Project Based Learning
Curated list of project-based tutorials

Frameworks

.NET
A collection of awesome .NET libraries, tools, frameworks and software
CSS
List of awesome CSS frameworks
Electron
Useful resources for creating apps with Electron
Laravel
A curated list of bookmarks, packages, tutorials, videos and other cool resources from the Laravel ecosystem
NestJS
A curated list of awesome things related to NestJS 😎
Vue
πŸŽ‰ A curated list of awesome things related to Vue.js

FrontEnd

Animate CSS
🍿 A cross-browser library of CSS animations. As easy to use as an easy thing
Front End Web Development
This repository contains content which will be helpful in your journey as a front-end Web Developer
Front End Dev Bookmarks
Manually curated collection of resources for frontend web developers.
HTML5
πŸ“ A curated list of awesome HTML5 resources
React Components
Curated List of React Components & Libraries

Go

Go
The Go programming language
Go by Example
A hands-on introduction to Go using annotated example programs
100 Go Mistakes
Source code and resources for the book 100 Go Mistakes and How to Avoid Them
Uber Go Style Guide
The Uber Go style guide
Gin
A high-performance HTTP web framework written in Go
Fiber
An Express-inspired web framework built on top of Fasthttp
Cobra
A library for creating powerful modern CLI applications
Bubble Tea
A powerful little TUI framework
PocketBase
An open-source realtime backend in one file

Java

Java Design Patterns
Design patterns implemented in Java
The Algorithms - Java
All algorithms implemented in Java
Spring Boot
Makes it easy to create stand-alone, production-grade Spring based applications
Spring Framework
The foundation for Spring-based applications
Baeldung Tutorials
Source code for the Baeldung tutorials on Java, Spring and more
Guava
Google core libraries for Java
Netty
An asynchronous event-driven network application framework
Mockito
The most popular mocking framework for unit tests written in Java
JUnit
The programmer-friendly testing framework for Java and the JVM
OpenJDK
The main line of development for the Java Development Kit

JavaScript

You Don't Know JS Yet
A book series on the core mechanisms of the JavaScript language
Airbnb JavaScript Style Guide
A mostly reasonable approach to JavaScript
33 JS Concepts
33 concepts every JavaScript developer should know
JavaScript Questions
A long list of (advanced) JavaScript questions and their explanations
wtfjs
A list of funny and tricky examples of JavaScript
30 Seconds of Code
Short code snippets for all your development needs
Modern JS Cheatsheet
A cheatsheet for the JavaScript knowledge you will frequently encounter in modern projects
Node.js Best Practices
The Node.js best practices list

Opportunities & Programs

Community Writer Programs
A list of Developer Community Writer Programs
List-Of-Open-Source-Internships-Programs
A curated list of all the open-source internships/Programs

Productivity Tools

n8n
Fair-code workflow automation platform with native AI capabilities
Excalidraw
Virtual whiteboard for sketching hand-drawn like diagrams
AppFlowy
An open-source, privacy-first alternative to Notion
Logseq
A privacy-first, open-source platform for knowledge management and collaboration
SiYuan
A privacy-first, self-hosted personal knowledge management system
Joplin
An open-source note-taking and to-do application with synchronisation
Memos
A self-hosted personal timeline for quick notes
Plane
An open-source project management tool, an alternative to Jira and Linear
Paperless-ngx
A document management system that transforms physical documents into a searchable online archive
Stirling-PDF
A self-hosted web app for editing, merging, splitting and converting PDFs
Awesome Selfhosted
A list of free software network services and web applications which can be hosted on your own servers
Awesome Mac
A collection of high-quality macOS software, organized by category
Oh My Zsh
A delightful community-driven framework for managing your zsh configuration
fzf
A general-purpose command-line fuzzy finder
ripgrep
A fast, recursive line-oriented search tool that respects your gitignore
bat
A cat(1) clone with syntax highlighting and Git integration
fd
A simple, fast and user-friendly alternative to find
zoxide
A smarter cd command that remembers the directories you use most
lazygit
A simple terminal UI for git commands
tmux
A terminal multiplexer
tldr pages
Collaborative, community-maintained cheatsheets for console commands

Programming Languages

C
A curated list of awesome C frameworks, libraries, resources and other shiny things. Inspired by all the other awesome-... projects out there
C++
A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff
Go
A curated list of awesome Go frameworks, libraries and software
Java
A curated list of awesome frameworks, libraries and software for the Java programming language
JavaScript
🐒 A collection of awesome browser-side JavaScript libraries, resources and shiny things
Lua
A curated list of quality Lua packages and resources.
PHP
A curated list of amazingly awesome PHP libraries, resources and shiny things
Python
A curated list of awesome Python frameworks, libraries, software and resources
R
A curated list of awesome R packages, frameworks and software
Rust
A curated list of Rust code and resources
Shell
A curated list of awesome command-line frameworks, toolkits, guides and gizmos
Swift
A collaborative list of awesome Swift libraries and resources
V
A curated list of awesome V frameworks, libraries, software and resources.

Projects

50projects50days
50+ mini web projects using HTML, CSS & JS
Build your own X
πŸ€“ Build your own (insert technology here)
React Projects
A collection of projects built on the React library
Vanilla Web Projects
Mini projects built with HTML5, CSS & JavaScript. No frameworks or libraries

Python

The Algorithms - Python
All algorithms implemented in Python
Python Data Science Handbook
Jupyter notebooks for the Python Data Science Handbook by Jake VanderPlas
30 Days Of Python
A step-by-step, 30-day Python programming challenge for beginners
Learn Python
A playground and cheatsheet for learning Python through runnable examples
What the f*ck Python
Exploring and understanding Python through surprising snippets
Python Patterns
A collection of design patterns and idioms in Python
FastAPI
A modern, fast, high-performance framework for building APIs with Python type hints
Flask
A lightweight WSGI web application framework
Django
The web framework for perfectionists with deadlines
Pydantic
Data validation using Python type hints
uv
An extremely fast Python package and project manager, written in Rust
Ruff
An extremely fast Python linter and code formatter, written in Rust
Rich
Rich text and beautiful formatting in the terminal

React

React
The library for web and native user interfaces
React Docs
The documentation website for React
Next.js
The React framework for the web
React Router
Declarative routing for React
TanStack Query
Powerful asynchronous state management for data fetching and caching
Zustand
A small, fast and scalable bearbones state management solution
Redux Toolkit
The official, opinionated, batteries-included toolset for efficient Redux development
React Hook Form
Performant, flexible and extensible forms with easy-to-use validation
shadcn/ui
Beautifully designed, accessible components that you copy into your apps
Motion
An animation library for React, JavaScript and Vue
React Three Fiber
A React renderer for Three.js
React Native
A framework for building native apps with React
React TypeScript Cheatsheets
Cheatsheets for experienced React developers getting started with TypeScript
Bulletproof React
A simple, scalable and powerful architecture for building production-ready React applications
Awesome React
A collection of awesome things regarding the React ecosystem

Reading List

EthList
The Comprehensive Ethereum Reading List
Gopher
A curated selection of blog posts on Go

Rust

The Rust Programming Language
The official book on the Rust programming language
Rust By Example
Learn Rust with annotated, runnable examples
Rustlings
Small exercises to get you used to reading and writing Rust code
Comprehensive Rust
A multi-day Rust course developed by the Android team at Google
Rust Design Patterns
A catalogue of Rust design patterns, anti-patterns and idioms
Tokio
A runtime for writing reliable asynchronous applications with Rust
Axum
An ergonomic and modular web framework built with Tokio, Tower and Hyper
Serde
A serialization framework for Rust
Tauri
Build smaller, faster and more secure desktop and mobile applications with a web frontend
Procedural Macros Workshop
Learn to write Rust procedural macros by implementing real-world derive macros

Security

Hacking
A collection of various awesome lists for hackers, pentesters and security researchers
Web Security
🐢 A curated list of Web Security materials and resources.

Svelte

Svelte
Web development for the rest of us
SvelteKit
The fastest way to build Svelte apps
shadcn-svelte
shadcn/ui, but for Svelte
Skeleton
An adaptive design system for Svelte, powered by Tailwind CSS
Melt UI
A set of headless, accessible component builders for Svelte
Bits UI
The headless components for Svelte
Threlte
A 3D framework for Svelte
MDsveX
A markdown preprocessor for Svelte

System Design

Grokking System Design
Systems design is the process of defining the architecture, modules, interfaces, and data for a system to satisfy specified requirements. Systems design could be seen as the application of systems theory to product development.
System Design Interview
System design interview for IT companies
System Design Primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
System Design Resources
These are the best resources for System Design on the Internet

TypeScript

TypeScript
A superset of JavaScript that compiles to clean JavaScript output
Type Challenges
A collection of TypeScript type challenges with an online judge
type-fest
A collection of essential TypeScript types
Zod
TypeScript-first schema validation with static type inference
tRPC
End-to-end typesafe APIs made easy
DefinitelyTyped
The repository for high quality TypeScript type definitions
TS-Pattern
An exhaustive pattern matching library for TypeScript
Clean Code TypeScript
Clean Code concepts adapted for TypeScript

Web

Proxy List
A list of free, public, forward proxy servers. UPDATED DAILY!
Streaming
a curated list of awesome streaming frameworks, applications, etc
Trackerslist
Updated list of public BitTorrent trackers
WPO
πŸ“ A curated list of Web Performance Optimization. Everyone can contribute here!