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 152516 13159 Go 1777 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-09-18T01:28:41Z
2 transformers 149931 30442 Python 1066 🤗 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. 2025-09-17T19:52:27Z
3 awesome-chatgpt-prompts 134160 17828 JavaScript 0 This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better. 2025-09-11T10:31:45Z
4 langchain 115658 19003 Jupyter Notebook 123 🦜🔗 Build context-aware reasoning applications 2025-09-17T22:21:15Z
5 dify 114265 17547 TypeScript 475 Production-ready platform for agentic workflow development. 2025-09-18T03:33:33Z
6 open-webui 110204 15119 JavaScript 220 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-09-17T17:25:37Z
7 llama.cpp 86622 13067 C++ 340 LLM inference in C/C++ 2025-09-18T02:28:34Z
8 gpt4all 76695 8275 C++ 704 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
9 LLMs-from-scratch 71894 10392 Jupyter Notebook 6 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-09-17T13:14:21Z
10 browser-use 70053 8179 Python 108 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2025-09-17T22:00:34Z
11 gpt_academic 69232 8366 Python 264 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
12 awesome-llm-apps 69213 8763 Python 3 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-09-15T05:12:31Z
13 ragflow 64648 6746 TypeScript 2821 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 2025-09-18T01:52:33Z
14 OpenHands 63574 7645 Python 338 🙌 OpenHands: Code Less, Make More 2025-09-18T02:43:30Z
15 llm-course 62312 6859 None 55 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-06-04T16:09:23Z
16 LLaMA-Factory 58520 7186 Python 642 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-09-16T09:04:21Z
17 MetaGPT 58451 7064 Python 11 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-06-30T11:45:55Z
18 vllm 58319 10190 Python 1845 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-09-18T03:33:16Z
19 firecrawl 58014 4803 TypeScript 141 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 🔥 2025-09-17T22:58:43Z
20 PaddleOCR 54465 8651 Python 137 Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 80+ languages. 2025-09-16T06:50:51Z
21 crawl4ai 53466 5319 Python 174 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-09-17T10:56:51Z
22 anything-llm 49149 5087 JavaScript 261 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-09-18T01:20:23Z
23 unsloth 45614 3722 Python 745 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, Qwen3, Llama 4, DeepSeek-R1, Gemma 3, TTS 2x faster with 70% less VRAM. 2025-09-17T22:18:17Z
24 llama_index 44302 6379 Python 189 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-09-18T03:31:13Z
25 pathway 43485 1331 Python 47 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-09-17T14:50:26Z
26 llm-app 40647 1089 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. 2025-09-15T12:49:25Z
27 mem0 40038 4221 Python 318 Universal memory layer for AI Agents; Announcing OpenMemory MCP - local and secure memory management. 2025-09-17T19:46:25Z
28 MoneyPrinterTurbo 39949 5803 Python 183 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
29 chatgpt-on-wechat 39076 9438 Python 305 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
30 ray 38978 6806 Python 2845 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2025-09-18T03:35:43Z
31 quivr 38442 3675 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
32 ChatTTS 37828 4094 Python 64 A generative speech model for daily dialogue. 2025-07-06T15:11:14Z
33 milvus 37424 3425 Go 643 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-09-18T02:58:01Z
34 chatbox 36678 3555 TypeScript 856 User-friendly Desktop Client App for AI Models/LLMs (GPT, Claude, Gemini, Ollama…) 2025-09-13T13:01:11Z
35 Langchain-Chatchat 36105 6030 TypeScript 78 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
36 LocalAI 35353 2772 Go 329 :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 2025-09-17T21:06:51Z
37 LLM101n 34405 1868 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
38 cherry-studio 33179 2989 TypeScript 485 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2025-09-18T03:19:33Z
39 1Panel 31274 2739 Go 504 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-09-17T14:30:01Z
40 khoj 31096 1806 Python 75 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. 2025-09-16T09:17:58Z
41 context7 30593 1524 JavaScript 67 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2025-09-15T12:57:23Z
42 Mr.-Ranedeer-AI-Tutor 29650 3385 None 13 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-06-14T06:58:48Z
43 continue 28974 3501 TypeScript 683 ⏩ Ship faster with Continuous AI. Build and run custom agents across your IDE, terminal, and CI 2025-09-18T02:59:54Z
44 litellm 28969 4133 Python 954 Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq] 2025-09-18T02:13:03Z
45 graphrag 28161 2924 Python 92 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-09-18T03:02:06Z
46 llm.c 27617 3184 Cuda 89 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
47 storm 27427 2482 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
48 ChatDev 27422 3451 Python 23 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-07-22T15:23:31Z
49 one-api 27201 5412 JavaScript 880 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 27016 2014 TypeScript 256 None 2025-08-07T00:07:32Z
51 semantic-kernel 26198 4226 C# 507 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-09-17T07:39:56Z
52 FastGPT 25831 6625 TypeScript 594 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. 2025-09-17T14:32:30Z
53 composio 25721 4358 TypeScript 62 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-09-18T00:49:29Z
54 Awesome-LLM 25043 2108 None 8 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
55 self-llm 24424 2457 Jupyter Notebook 143 《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
56 JARVIS 24351 2045 Python 125 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
57 gpt-researcher 23503 3115 Python 116 LLM based autonomous agent that conducts deep local and web research on any topic and generates a long report with citations. 2025-09-17T11:12:43Z
58 chroma 23371 1835 Rust 238 Open-source search and retrieval database for AI applications. 2025-09-18T03:33:02Z
59 gitleaks 23261 1778 Go 215 Find secrets with Gitleaks 🔑 2025-09-17T00:00:16Z
60 llamafile 23136 1222 C++ 167 Distribute and run LLMs with a single file. 2025-06-30T19:03:06Z
61 CopilotKit 23011 3102 TypeScript 271 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic last-mile 🪁 2025-09-17T20:25:42Z
62 haystack 22635 2378 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. 2025-09-17T14:01:02Z
63 pandas-ai 22102 2154 Python 17 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 22090 4823 Python 1511 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. 2025-09-18T03:21:17Z
65 BitNet 22032 1694 Python 120 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
66 agenticSeek 21888 2310 Python 26 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) 2025-09-14T18:15:49Z
67 unilm 21730 2662 Python 635 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-07-03T09:28:33Z
68 RAG_Techniques 21673 2402 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. 2025-09-10T22:00:34Z
69 mlc-llm 21351 1817 Python 297 Universal LLM Deployment Engine with ML Compilation 2025-09-17T21:01:55Z
70 Scrapegraph-ai 21319 1821 Python 15 Python scraper based on AI 2025-08-13T09:50:52Z
71 Awesome-Chinese-LLM 21227 2023 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
72 llm-cookbook 21058 2516 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
73 LightRAG 20966 3081 Python 136 “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-09-16T18:59:40Z
74 llm-action 20838 2455 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
75 TradingAgents 20812 3768 Python 119 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-07-08T04:29:43Z
76 system_prompts_leaks 20724 3255 JavaScript 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2025-09-03T05:26:21Z
77 datasets 20657 2948 Python 853 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools 2025-09-17T17:04:33Z
78 architecture.of.internet-product 20540 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
79 vanna 20397 1886 Python 201 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄. 2025-04-10T03:18:09Z
80 goose 19614 1718 Rust 303 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2025-09-18T02:42:38Z
81 peft 19603 2033 Python 30 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-09-16T09:30:29Z
82 crawlee 19506 1000 TypeScript 167 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. 2025-09-17T12:53:50Z
83 Qwen 19291 1606 Python 15 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2025-08-05T10:12:21Z
84 repomix 19239 861 TypeScript 104 📦 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. 2025-09-16T16:00:07Z
85 Chinese-LLaMA-Alpaca 18926 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
86 SillyTavern 18493 3970 JavaScript 311 LLM Frontend for Power Users. 2025-09-17T22:53:36Z
87 letta 18424 1920 Python 22 Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time. 2025-09-17T21:50:26Z
88 MaxKB 18393 2391 Python 110 🔥 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。 2025-09-18T03:17:53Z
89 ai-engineering-hub 18083 3045 Jupyter Notebook 29 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-09-17T07:53:59Z
90 suna 18077 3021 TypeScript 130 Kortix – build, manage and train AI Agents. Fully Open Source. 2025-09-18T03:28:08Z
91 sglang 18010 2949 Python 575 SGLang is a fast serving framework for large language models and vision language models. 2025-09-18T03:10:20Z
92 llama-cookbook 17870 2611 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 2025-09-17T22:36:39Z
93 ai 17826 2945 TypeScript 642 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 2025-09-17T23:12:46Z
94 happy-llm 17557 1488 Jupyter Notebook 20 📚 从零开始的大语言模型原理与实践教程 2025-09-16T14:11:32Z
95 Janus 17547 2240 Python 156 Janus-Series: Unified Multimodal Understanding and Generation Models 2025-02-01T07:58:29Z
96 SWE-agent 17391 1816 Python 47 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] 2025-09-15T22:55:04Z
97 DB-GPT 17340 2410 Python 427 AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents 2025-09-10T10:58:25Z
98 DocsGPT 17090 1806 TypeScript 21 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. 2025-09-15T20:08:40Z
99 deer-flow 17052 2204 Python 211 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. 2025-09-16T12:30:45Z
100 evals 16965 2794 Python 111 Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks. 2024-12-18T22:09:47Z