Github-Ranking-AI

A list of the most popular AI Topic repositories on GitHub based on the number of stars they have received.| AI相关主题Github仓库排名,每日自动更新。

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Github Ranking

Top 100 Stars in LLM

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ollama 151636 13022 Go 1756 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-09-04T23:14:46Z
2 transformers 149192 30271 Python 1074 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training. 2025-09-04T22:45:07Z
3 awesome-chatgpt-prompts 133634 17757 JavaScript 0 This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better. 2025-08-02T07:30:17Z
4 langchain 114823 18860 Jupyter Notebook 234 🦜🔗 Build context-aware reasoning applications 🦜🔗 2025-09-04T19:53:55Z
5 dify 113121 17317 TypeScript 624 Production-ready platform for agentic workflow development. 2025-09-05T03:30:04Z
6 open-webui 108910 14855 JavaScript 223 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-09-04T18:10:48Z
7 llama.cpp 86066 12935 C++ 352 LLM inference in C/C++ 2025-09-05T03:29:39Z
8 gpt4all 76613 8267 C++ 701 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
9 browser-use 69254 8055 Python 437 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2025-09-05T02:22:08Z
10 gpt_academic 69198 8372 Python 263 为GPT/GLM等LLM大语言模型提供实用化交互接口,特别优化论文阅读/润色/写作体验,模块化设计,支持自定义快捷按钮&函数插件,支持Python和C++等项目剖析&自译解功能,PDF/LaTex论文翻译&总结功能,支持并行问询多种LLM模型,支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。 2025-08-24T12:50:21Z
11 LLMs-from-scratch 68927 9746 Jupyter Notebook 3 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-09-04T20:07:47Z
12 awesome-llm-apps 66154 8179 Python 2 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-09-03T02:57:35Z
13 ragflow 63677 6590 TypeScript 2763 RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs 2025-09-05T03:12:15Z
14 OpenHands 63187 7559 Python 349 🙌 OpenHands: Code Less, Make More 2025-09-05T03:07:38Z
15 llm-course 61514 6724 None 55 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-06-04T16:09:23Z
16 MetaGPT 58233 7030 Python 10 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-06-30T11:45:55Z
17 LLaMA-Factory 57492 7049 Python 613 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-09-03T09:22:55Z
18 vllm 57217 9910 Python 1805 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-09-05T03:19:26Z
19 firecrawl 54902 4646 TypeScript 140 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 🔥 2025-09-04T20:43:30Z
20 crawl4ai 52094 5183 Python 163 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-09-04T07:00:15Z
21 anything-llm 48645 5010 JavaScript 274 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-09-05T01:01:00Z
22 unsloth 45093 3654 Python 729 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, Qwen3, Llama 4, DeepSeek-R1, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-09-05T00:22:07Z
23 llama_index 44071 6334 Python 209 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-09-04T23:14:28Z
24 Pake 41933 7801 JavaScript 15 🤱🏻 Turn any webpage into a desktop app with Rust. 🤱🏻 利用 Rust 轻松构建轻量级多端桌面应用 2025-08-31T11:45:52Z
25 MoneyPrinterTurbo 39692 5753 Python 182 利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM. 2025-06-11T06:34:54Z
26 mem0 39362 4124 Python 360 Universal memory layer for AI Agents; Announcing OpenMemory MCP - local and secure memory management. 2025-09-04T14:48:25Z
27 chatgpt-on-wechat 38848 9407 Python 303 基于大模型搭建的聊天机器人,同时支持 微信公众号、企业微信应用、飞书、钉钉 等接入,可选择ChatGPT/Claude/DeepSeek/文心一言/讯飞星火/通义千问/ Gemini/GLM-4/Kimi/LinkAI,能处理文本、语音和图片,访问操作系统和互联网,支持基于自有知识库进行定制企业智能客服。 2025-08-08T02:47:49Z
28 ray 38788 6765 Python 2728 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2025-09-05T01:29:32Z
29 quivr 38387 3670 Python 2 Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want. 2025-07-09T12:55:23Z
30 ChatTTS 37734 4081 Python 65 A generative speech model for daily dialogue. 2025-07-06T15:11:14Z
31 milvus 36973 3370 Go 628 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-09-05T02:33:54Z
32 chatbox 36476 3507 TypeScript 840 User-friendly Desktop Client App for AI Models/LLMs (GPT, Claude, Gemini, Ollama…) 2025-08-20T08:29:12Z
33 Langchain-Chatchat 36011 6015 TypeScript 98 Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain 2025-03-25T15:45:51Z
34 LocalAI 35039 2734 Go 351 :robot: The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement for OpenAI, running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. Features: Generate Text, Audio, Video, Images, Voice Cloning, Distributed, P2P inference 2025-09-04T21:03:02Z
35 LLM101n 34326 1859 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
36 pathway 33473 960 Python 44 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-09-05T03:35:04Z
37 cherry-studio 32669 2919 TypeScript 519 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2025-09-05T03:16:21Z
38 llm-app 31362 868 Jupyter Notebook 4 Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more. 2025-07-30T12:13:39Z
39 1Panel 31102 2724 Go 574 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-09-04T10:23:34Z
40 khoj 30862 1780 Python 76 Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free. 2025-08-31T20:22:25Z
41 Mr.-Ranedeer-AI-Tutor 29636 3385 None 13 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-06-14T06:58:48Z
42 context7 29009 1455 JavaScript 76 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2025-09-02T11:57:37Z
43 continue 28765 3442 TypeScript 722 ⏩ Ship faster with Continuous AI. Build and run custom agents across your IDE, terminal, and CI 2025-09-05T03:34:16Z
44 litellm 28375 4019 Python 939 Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq] 2025-09-05T03:33:22Z
45 graphrag 27841 2887 Python 96 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-09-02T23:21:30Z
46 llm.c 27533 3173 Cuda 88 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
47 ChatDev 27369 3443 Python 22 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-07-22T15:23:31Z
48 storm 27240 2448 Python 57 An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. 2025-06-27T00:18:40Z
49 one-api 27039 5388 JavaScript 877 LLM API 管理 & 分发系统,支持 OpenAI、Azure、Anthropic Claude、Google Gemini、DeepSeek、字节豆包、ChatGLM、文心一言、讯飞星火、通义千问、360 智脑、腾讯混元等主流模型,统一 API 适配,可用于 key 管理与二次分发。单可执行文件,提供 Docker 镜像,一键部署,开箱即用。LLM API management & key redistribution system, unifying multiple providers under a single API. Single binary, Docker-ready, with an English UI. 2025-07-18T18:11:50Z
50 void 26873 1977 TypeScript 257 None 2025-08-07T00:07:32Z
51 semantic-kernel 26032 4189 C# 504 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-09-04T07:31:53Z
52 FastGPT 25714 6595 TypeScript 592 FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration. 2025-09-05T01:55:58Z
53 composio 25699 4360 TypeScript 51 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-09-04T15:34:04Z
54 Awesome-LLM 24919 2102 None 8 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
55 JARVIS 24330 2047 Python 115 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
56 self-llm 23965 2415 Jupyter Notebook 142 《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调(全参数/Lora)、部署国内外开源大模型(LLM)/多模态大模型(MLLM)教程 2025-09-04T10:46:13Z
57 gpt-researcher 23342 3085 Python 116 LLM based autonomous agent that conducts deep local and web research on any topic and generates a long report with citations. 2025-08-29T04:01:37Z
58 gitleaks 23130 1769 Go 212 Find secrets with Gitleaks 🔑 2025-08-14T17:49:28Z
59 llamafile 23078 1216 C++ 164 Distribute and run LLMs with a single file. 2025-06-30T19:03:06Z
60 chroma 23037 1800 Rust 231 Open-source search and retrieval database for AI applications. 2025-09-05T01:01:43Z
61 CopilotKit 22736 3062 TypeScript 253 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic last-mile 🪁 2025-09-04T20:51:37Z
62 haystack 22117 2328 Python 110 AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it’s best suited for building RAG, question answering, semantic search or conversational agent chatbots. 2025-09-04T15:02:35Z
63 pandas-ai 21969 2136 Python 16 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-08-13T12:59:44Z
64 mlflow 21917 4793 Python 1507 The open source developer platform to build AI/LLM applications and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integrated platform. 2025-09-05T00:38:14Z
65 agenticSeek 21709 2258 Python 32 Fully Local Manus AI. No APIs, No $200 monthly bills. Enjoy an autonomous agent that thinks, browses the web, and code for the sole cost of electricity. 🔔 Official updates only via twitter @Martin993886460 (Beware of fake account) 2025-07-13T10:52:03Z
66 unilm 21695 2656 Python 634 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-07-03T09:28:33Z
67 BitNet 21305 1621 Python 119 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
68 mlc-llm 21263 1810 Python 296 Universal LLM Deployment Engine with ML Compilation 2025-09-01T03:00:55Z
69 Scrapegraph-ai 21192 1803 Python 13 Python scraper based on AI 2025-08-13T09:50:52Z
70 Awesome-Chinese-LLM 21119 2016 None 5 整理开源的中文大语言模型,以规模较小、可私有化部署、训练成本较低的模型为主,包括底座模型,垂直领域微调及应用,数据集与教程等。 2025-05-19T06:11:57Z
71 llm-cookbook 20944 2504 Jupyter Notebook 3 面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版 2025-06-12T14:48:07Z
72 datasets 20599 2931 Python 846 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools 2025-09-04T11:11:37Z
73 llm-action 20584 2430 HTML 15 本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地) 2025-08-03T10:56:34Z
74 RAG_Techniques 20577 2302 Jupyter Notebook 6 This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses. 2025-08-08T16:41:34Z
75 architecture.of.internet-product 20531 4732 HTML 3 互联网公司技术架构,微信/淘宝/微博/腾讯/阿里/美团点评/百度/OpenAI/Google/Facebook/Amazon/eBay的架构,欢迎PR补充 2024-02-17T12:02:24Z
76 LightRAG 20373 2942 Python 128 “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-09-05T03:28:37Z
77 vanna 20234 1867 Python 200 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄. 2025-04-10T03:18:09Z
78 TradingAgents 19882 3574 Python 113 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-07-08T04:29:43Z
79 peft 19488 2018 Python 27 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-09-04T12:47:29Z
80 crawlee 19314 976 TypeScript 164 Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation. 2025-09-04T15:42:47Z
81 goose 19292 1677 Rust 290 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2025-09-05T03:35:47Z
82 Qwen 19200 1591 Python 13 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2025-08-05T10:12:21Z
83 repomix 18968 840 TypeScript 99 📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more. 2025-09-04T15:32:24Z
84 Chinese-LLaMA-Alpaca 18919 1880 Python 1 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs) 2025-07-15T00:53:02Z
85 system_prompts_leaks 18880 3013 JavaScript 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2025-09-03T05:26:21Z
86 letta 18226 1898 Python 22 Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time. 2025-09-04T23:56:43Z
87 SillyTavern 18159 3913 JavaScript 316 LLM Frontend for Power Users. 2025-09-04T20:29:52Z
88 MaxKB 17907 2337 Python 103 🔥 MaxKB is an open-source platform for building enterprise-grade agents. MaxKB 是强大易用的开源企业级智能体平台。 2025-09-05T02:39:12Z
89 ai-engineering-hub 17882 3001 Jupyter Notebook 29 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-09-04T17:44:29Z
90 suna 17872 2969 TypeScript 258 Kortix – build, manage and train AI Agents. Fully Open Source. 2025-09-05T00:51:50Z
91 llama-cookbook 17798 2598 Jupyter Notebook 18 Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services 2025-08-29T14:52:59Z
92 sglang 17642 2835 Python 587 SGLang is a fast serving framework for large language models and vision language models. 2025-09-05T03:33:30Z
93 Janus 17528 2241 Python 155 Janus-Series: Unified Multimodal Understanding and Generation Models 2025-02-01T07:58:29Z
94 ai 17424 2844 TypeScript 583 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 2025-09-04T23:05:26Z
95 DB-GPT 17255 2397 Python 424 AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents 2025-08-26T05:37:44Z
96 SWE-agent 17253 1798 Python 48 SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024] 2025-09-02T23:49:27Z
97 DocsGPT 17033 1795 TypeScript 22 Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents. 2025-09-04T20:22:49Z
98 evals 16893 2783 Python 111 Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks. 2024-12-18T22:09:47Z
99 deer-flow 16796 2162 Python 201 DeerFlow is a community-driven Deep Research framework, combining language models with tools like web search, crawling, and Python execution, while contributing back to the open-source community. 2025-09-04T14:26:35Z
100 SuperAGI 16685 2065 Python 147 <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably. 2025-01-22T22:14:07Z