2024年开源项目最佳50排行榜

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序号	标题	荣誉值	开源时间	项目地址	语言
1	grok-1	🔺49.7k⭐	2024-03-17	https://github.com/xai-org/grok-1 马斯克的 AI 创业公司 xAI 发布的一款先进的 AI 模型，拥有 3140 亿参数的混合专家系统。这一大规模模型标志着在自然语言处理和机器学习领域的一个重要进展，旨在处理复杂的数据分析和预测任务。遵循 Apache 2.0 许可证，Grok-1 的模型权重和架构对外开放，鼓励研究者和开发者利用这一强大的模型进行创新和开发。Grok-1 的发布不仅展现了 xAI 对推动开源 AI 发展的承诺，也为未来的 AI 应用开辟了新的可能性。	Python
2	OpenHands	🔺39.1k⭐	2024-03-13	https://github.com/All-Hands-AI/OpenHands 🙌 OpenHands: Code Less, Make More	Python
3	FreeDomain	🔺37.8k⭐	2024-05-30	https://github.com/DigitalPlatDev/FreeDomain DigitalPlat FreeDomain: Free Domain For Everyone	HTML
4	GPT-SoVITS	🔺37.3k⭐	2024-01-15	https://github.com/RVC-Boss/GPT-SoVITS 1 min voice data can also be used to train a good TTS model! (few shot voice cloning)	Python
5	ChatTTS	🔺33.2k⭐	2024-05-28	https://github.com/2noise/ChatTTS A generative speech model for daily dialogue.	Python
6	windows	🔺31.1k⭐	2024-01-14	https://github.com/dockur/windows Windows inside a Docker container.	Shell
7	LLM101n	🔺30.6k⭐	2024-05-27	https://github.com/karpathy/LLM101n LLM101n: Let's build a Storyteller
8	llama3	🔺27.6k⭐	2024-03-16	https://github.com/meta-llama/llama3 The official Meta Llama 3 GitHub site	Python
9	markitdown	🔺27.3k⭐	2024-11-14	https://github.com/microsoft/markitdown Python tool for converting files and office documents to Markdown.	Python
10	puter	🔺27.1k⭐	2024-03-03	https://github.com/HeyPuter/puter 🌐 The Internet OS! Free, Open-Source, and Self-Hostable.	JavaScript
11	ladybird	🔺26.6k⭐	2024-05-30	https://github.com/LadybirdBrowser/ladybird Truly independent web browser	C++
12	llm.c	🔺24.8k⭐	2024-04-09	https://github.com/karpathy/llm.c LLM training in simple, raw C/CUDA	Cuda
13	Auto_Jobs_Applier_AI_Agent	🔺23.8k⭐	2024-08-04	https://github.com/AIHawk-FOSS/Auto_Jobs_Applier_AI_Agent Auto_Jobs_Applier_AI_Agent aims to easy job hunt process by automating the job application process. Utilizing artificial intelligence, it enables users to apply for multiple jobs in an automated and personalized way.	Python
14	Open-Sora	🔺22.8k⭐	2024-02-20	https://github.com/hpcaitech/Open-Sora Open-Sora: Democratizing Efficient Video Production for All	Python
15	MinerU	🔺22k⭐	2024-02-29	https://github.com/opendatalab/MinerU A high-quality tool for convert PDF to Markdown and JSON.一站式开源高质量数据提取工具，将PDF转换成Markdown和JSON格式。	Python
16	Follow	🔺21.1k⭐	2024-04-08	https://github.com/RSSNext/Follow 🧡 Follow your favorites in one inbox	TypeScript
17	graphrag	🔺21k⭐	2024-03-28	https://github.com/microsoft/graphrag A modular graph-based Retrieval-Augmented Generation (RAG) system	Python
18	desktop	🔺21k⭐	2024-03-28	https://github.com/zen-browser/desktop 🌀 Experience tranquillity while browsing the web without people tracking you!	JavaScript
19	firecrawl	🔺20.6k⭐	2024-04-16	https://github.com/mendableai/firecrawl 🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.	TypeScript
20	openui	🔺19.6k⭐	2024-03-18	https://github.com/wandb/openui OpenUI let's you describe UI using your imagination, then see it rendered live.	TypeScript
21	MoneyPrinterTurbo	🔺19.1k⭐	2024-03-11	https://github.com/harry0703/MoneyPrinterTurbo 一键生成短视频的 AI 工具。该项目是基于大模型服务的 AI 视频生成工具，只需要提供一个主题或关键字，就可以自动生成高清的短视频。它拥有简单易用的 Web 界面，支持批量生成、设置视频时长和横/竖屏尺寸等功能。来自 @jolahua 的分享	Python
22	crawl4ai	🔺18.8k⭐	2024-05-09	https://github.com/unclecode/crawl4ai 🚀🤖 Crawl4AI: Crawl Smarter, Faster, Freely. For AI.	HTML
23	flux	🔺18.6k⭐	2024-08-01	https://github.com/black-forest-labs/flux Flux 模型运行图像生成和编辑的最小推理代码	Python
24	kotaemon	🔺18.1k⭐	2024-03-25	https://github.com/Cinnamon/kotaemon 一个开源的、可定制且干净的问答界面，用于与文档进行聊天交互，既考虑了终端用户的需求，也照顾到了开发者的需求	Python
25	exo	🔺17.7k⭐	2024-06-25	https://github.com/exo-explore/exo Run your own AI cluster at home with everyday devices 📱💻 🖥️⌚	Python
26	Perplexica	🔺17.7k⭐	2024-04-09	https://github.com/ItzCrazyKns/Perplexica 一个开源的人工智能搜索工具或搜索引擎。它受 Perplexity AI 启发，深入互联网寻找答案。不仅能搜索网络，还能理解用户问题。利用先进的机器学习算法如相似性搜索和嵌入技术来优化结果，并提供带有引用来源的清晰答案	TypeScript
27	swarm	🔺17.1k⭐	2024-02-23	https://github.com/openai/swarm Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.	Python
28	docling	🔺16.6k⭐	2024-07-09	https://github.com/DS4SD/docling Get your documents ready for gen AI	Python
29	Scrapegraph-ai	🔺16.5k⭐	2024-01-28	https://github.com/ScrapeGraphAI/Scrapegraph-ai 基于 AI 的 Python 爬虫。这是一个由 AI 驱动的 Python 爬虫库，它借助 LLM 的能力，可以根据提示词自动抓取目标网站的数据。	Python
30	cline	🔺16.2k⭐	2024-07-06	https://github.com/cline/cline 一种在集成开发环境（IDE）中的自主编码代理，它在每一步都需获得用户许可，能够执行创建 / 编辑文件、执行命令、使用浏览器等多种操作。	TypeScript
31	pykan	🔺15.3k⭐	2024-04-28	https://github.com/KindXiaoming/pykan Kolmogorov Arnold Networks	Jupyter Notebook
32	ha_xiaomi_home	🔺15k⭐	2024-09-09	https://github.com/XiaoMi/ha_xiaomi_home Xiaomi Home Integration for Home Assistant	Python
33	surya	🔺14.8k⭐	2024-01-10	https://github.com/VikParuchuri/surya OCR, layout analysis, reading order, table recognition in 90+ languages	Python
34	llama3-from-scratch	🔺13.9k⭐	2024-05-19	https://github.com/naklecha/llama3-from-scratch 从头开始实现 Llama 3 的教程。该项目通过逐层构建 Llama 3 的方式，帮助人们深入理解 LLM 是如何工作的。作者使用 PyTorch 框架，实现了加载模型权重、文本的分词处理、模型配置以及逐层实现 Transformer 模型中的关键组件。	Jupyter Notebook
35	daytona	🔺13.8k⭐	2024-02-06	https://github.com/daytonaio/daytona The Open Source Dev Environment Manager.	Go
36	storm	🔺13.8k⭐	2024-03-25	https://github.com/stanford-oval/storm An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.	Python
37	composio	🔺13.7k⭐	2024-02-23	https://github.com/ComposioHQ/composio Composio equip's your AI agents & LLMs with 100+ high-quality integrations via function calling	Python
38	system-design	🔺13.5k⭐	2024-02-15	https://github.com/systemdesign42/system-design A resource to help you pass system design interview and become good at work 👇
39	LivePortrait	🔺13.4k⭐	2024-07-04	https://github.com/KwaiVGI/LivePortrait Bring portraits to life!	Python
40	MiniCPM-V	🔺12.9k⭐	2024-01-29	https://github.com/OpenBMB/MiniCPM-V MiniCPM-V 2.6: A GPT-4V Level MLLM for Single Image, Multi Image and Video on Your Phone	Python
41	BitNet	🔺12.4k⭐	2024-08-05	https://github.com/microsoft/BitNet Official inference framework for 1-bit LLMs	C++
42	LightRAG	🔺12.2k⭐	2024-10-02	https://github.com/HKUDS/LightRAG "LightRAG: Simple and Fast Retrieval-Augmented Generation"	Python
43	QAnything	🔺12.1k⭐	2024-01-03	https://github.com/netease-youdao/QAnything Question and Answer based on Anything.	Python
44	Open-Sora-Plan	🔺11.8k⭐	2024-02-20	https://github.com/PKU-YuanGroup/Open-Sora-Plan 本项目希望通过开源社区的力量复现Sora，由北大-兔展AIGC联合实验室共同发起，当前我们资源有限仅搭建了基础架构，无法进行完整训练，希望通过开源社区逐步增加模块并筹集资源进行训练，当前版本离目标差距巨大，仍需持续完善和快速迭代，欢迎Pull request！！！	Python
45	hydra	🔺11.6k⭐	2024-03-20	https://github.com/hydralauncher/hydra Hydra is a game launcher with its own embedded bittorrent client	TypeScript
46	PDFMathTranslate	🔺11.3k⭐	2024-09-06	https://github.com/Byaidu/PDFMathTranslate PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/Docker	Python
47	chartdb	🔺11.3k⭐	2024-08-05	https://github.com/chartdb/chartdb Database diagrams editor that allows you to visualize and design your DB with a single query.	TypeScript
48	skyvern	🔺11.2k⭐	2024-02-28	https://github.com/Skyvern-AI/skyvern Automate browser-based workflows with LLMs and Computer Vision	Python
49	screenpipe	🔺11.2k⭐	2024-06-19	https://github.com/mediar-ai/screenpipe build ai agents that have the full context, open source, runs locally, developer friendly. 24/7 screen, mic, keyboard recording and control	TypeScript
50	Qwen2.5	🔺11.2k⭐	2024-02-05	https://github.com/QwenLM/Qwen2.5 Qwen2.5 is the large language model series developed by Qwen team, Alibaba Cloud.	Shell