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 159384 14148 Go 1896 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2026-01-14T02:08:43Z
2 transformers 155039 31723 Python 1071 🤗 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. 2026-01-13T20:40:50Z
3 dify 125826 19579 Python 419 Production-ready platform for agentic workflow development. 2026-01-14T04:00:22Z
4 langchain 124126 20455 Python 203 🦜🔗 The platform for reliable agents. 2026-01-13T23:53:49Z
5 open-webui 120580 16984 Python 158 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-01-12T17:56:03Z
6 llama.cpp 92920 14464 C++ 355 LLM inference in C/C++ 2026-01-14T02:58:32Z
7 awesome-llm-apps 87774 12550 Python 3 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2026-01-13T17:39:05Z
8 LLMs-from-scratch 82921 12465 Jupyter Notebook 1 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2026-01-10T16:27:23Z
9 gpt4all 77026 8312 C++ 714 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
10 browser-use 75409 9001 Python 150 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2026-01-11T04:18:45Z
11 firecrawl 74757 5734 TypeScript 35 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2026-01-14T02:13:57Z
12 llm-course 72996 8384 None 64 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-12-22T00:08:18Z
13 ragflow 71395 7815 Python 3040 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 2026-01-14T03:45:32Z
14 gpt_academic 69960 8402 Python 271 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。 2026-01-09T10:19:50Z
15 PaddleOCR 67974 9644 Python 220 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 100+ languages. 2026-01-05T18:25:45Z
16 vllm 67455 12574 Python 1739 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-01-14T02:33:38Z
17 OpenHands 66576 8256 Python 136 🙌 OpenHands: AI-Driven Development 2026-01-14T01:55:09Z
18 LlamaFactory 65661 7986 Python 849 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-01-13T11:43:59Z
19 MetaGPT 62910 7886 Python 5 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-10-04T05:57:57Z
20 crawl4ai 58507 5949 Python 172 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2026-01-12T13:45:52Z
21 pathway 56942 1548 Python 25 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-01-13T22:08:26Z
22 llm-app 53645 1284 Jupyter Notebook 5 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. 2026-01-07T11:59:38Z
23 anything-llm 53252 5709 JavaScript 247 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2026-01-14T01:57:29Z
24 MinerU 52061 4341 Python 166 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2026-01-13T11:52:45Z
25 unsloth 50656 4178 Python 824 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM. 2026-01-13T05:32:49Z
26 MoneyPrinterTurbo 48916 6934 Python 209 利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM. 2025-12-14T04:02:56Z
27 llama_index 46314 6707 Python 242 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2026-01-13T20:02:22Z
28 mem0 45479 4965 Python 371 Universal memory layer for AI Agents 2026-01-13T07:39:14Z
29 JeecgBoot 45009 15768 Java 21 🔥AI low-code platform empowers enterprises to quickly develop low-code solutions and build AI applications. 助力企业快速实现低代码开发和构建AI应用! AI应用平台涵盖:AI应用、AI模型、AI聊天助手、知识库、AI流程编排、MCP和插件,聊天式业务操作等。 强大代码生成器:实现前后端一键生成,无需手写代码! 显著提升效率节省成本,又不失灵活~ 2026-01-09T06:46:38Z
30 milvus 42219 3757 Go 762 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-01-14T03:53:30Z
31 context7 41835 2037 TypeScript 81 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2026-01-12T22:45:50Z
32 LocalAI 41386 3392 Go 145 :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. Features: Generate Text, MCP, Audio, Video, Images, Voice Cloning, Distributed, P2P and decentralized inference 2026-01-13T23:19:33Z
33 ray 40756 7110 Python 2848 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2026-01-14T04:03:28Z
34 chatgpt-on-wechat 40590 9644 Python 315 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。 2025-10-22T10:32:10Z
35 jan 40049 2479 TypeScript 219 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2026-01-12T12:01:19Z
36 quivr 38832 3720 Python 1 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
37 ChatTTS 38516 4188 Python 62 A generative speech model for daily dialogue. 2025-12-03T07:08:17Z
38 cherry-studio 37732 3479 TypeScript 493 AI Agent + Coding Agent + 300+ assistants: agentic AI desktop with autonomous coding, intelligent automation, and unified access to frontier LLMs. 2026-01-14T03:24:29Z
39 Langchain-Chatchat 37066 6122 Python 21 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 2025-11-10T09:27:42Z
40 LLM101n 36144 1968 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
41 AgentGPT 35491 9462 TypeScript 133 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser. 2025-04-29T01:19:32Z
42 litellm 33754 5319 Python 838 Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM] 2026-01-14T03:53:08Z
43 1Panel 32833 2904 Go 365 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2026-01-14T03:23:41Z
44 khoj 32167 1921 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. 2026-01-06T20:15:01Z
45 continue 30872 4033 TypeScript 698 ⏩ Ship faster with Continuous AI. Open-source CLI that can be used in TUI mode as a coding agent or Headless mode to run background agents 2026-01-14T01:02:14Z
46 graphrag 30295 3201 Python 39 A modular graph-based Retrieval-Augmented Generation (RAG) system 2026-01-14T01:33:22Z
47 Mr.-Ranedeer-AI-Tutor 29696 3366 None 14 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-09-30T08:08:00Z
48 one-api 29031 5641 JavaScript 895 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. 2026-01-09T03:26:43Z
49 llm.c 28596 3355 Cuda 90 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
50 ChatDev 28566 3606 Python 29 ChatDev 2.0: Dev All through LLM-powered Multi-Agent Collaboration 2026-01-13T15:31:50Z
51 void 28026 2254 TypeScript 264 None 2026-01-12T09:57:57Z
52 TradingAgents 27998 5339 Python 149 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-10-09T07:34:10Z
53 CopilotKit 27934 3628 TypeScript 414 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic Frontend 🪁 2026-01-14T02:08:54Z
54 storm 27773 2531 Python 57 An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. 2025-09-30T18:07:21Z
55 self-llm 27428 2739 Jupyter Notebook 149 《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 2026-01-08T06:41:25Z
56 LightRAG 27294 3881 Python 169 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2026-01-08T18:08:36Z
57 semantic-kernel 27033 4424 C# 469 Integrate cutting-edge LLM technology quickly and easily into your apps 2026-01-13T15:55:36Z
58 FastGPT 26862 6877 TypeScript 322 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. 2026-01-14T03:44:43Z
59 composio 26359 4408 TypeScript 12 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2026-01-14T02:54:06Z
60 Awesome-LLM 26002 2254 None 9 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
61 ai-engineering-hub 25976 4238 Jupyter Notebook 28 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2026-01-10T11:41:19Z
62 goose 25840 2342 Rust 191 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2026-01-14T03:57:43Z
63 BitNet 25694 2068 Python 143 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
64 chroma 25444 1995 Rust 265 Open-source search and retrieval database for AI applications. 2026-01-14T03:01:24Z
65 system_prompts_leaks 25055 3845 Roff 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2026-01-13T21:44:22Z
66 gpt-researcher 24832 3284 Python 136 An LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations. 2025-12-14T08:08:22Z
67 gitleaks 24559 1877 Go 234 Find secrets with Gitleaks 🔑 2026-01-08T20:48:49Z
68 JARVIS 24504 2051 Python 143 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
69 agenticSeek 24420 2697 Python 33 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) 2025-11-15T13:56:20Z
70 happy-llm 24259 2220 Jupyter Notebook 32 📚 从零开始的大语言模型原理与实践教程 2026-01-03T03:28:57Z
71 RAG_Techniques 24153 2806 Jupyter Notebook 8 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. 2025-12-11T07:29:27Z
72 haystack 23858 2550 MDX 92 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. 2026-01-13T16:49:23Z
73 llamafile 23611 1257 C 185 Distribute and run LLMs with a single file. 2026-01-13T18:36:06Z
74 langgraph 23290 4100 Python 163 Build resilient language agents as graphs. 2026-01-13T20:38:13Z
75 pandas-ai 22996 2257 Python 14 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-10-28T10:02:13Z
76 llm-cookbook 22971 2788 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
77 llm-action 22780 2650 HTML 17 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) 2025-12-30T14:38:49Z
78 sglang 22404 4042 Python 644 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-01-14T03:58:24Z
79 Scrapegraph-ai 22238 1932 Python 4 Python scraper based on AI 2026-01-08T15:11:42Z
80 vanna 22228 2132 Python 216 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2025-11-20T18:35:07Z
81 Awesome-Chinese-LLM 22080 2099 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
82 SillyTavern 22005 4565 JavaScript 316 LLM Frontend for Power Users. 2026-01-14T01:26:04Z
83 unilm 21948 2689 Python 640 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-12-15T04:49:14Z
84 mlc-llm 21871 1897 Python 314 Universal LLM Deployment Engine with ML Compilation 2025-12-31T21:17:10Z
85 toon 21783 959 TypeScript 8 🎒 Token-Oriented Object Notation (TOON) – Compact, human-readable, schema-aware JSON for LLM prompts. Spec, benchmarks, TypeScript SDK. 2026-01-08T16:16:36Z
86 repomix 21181 984 TypeScript 121 📦 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. 2026-01-13T22:23:04Z
87 datasets 21081 3068 Python 884 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools 2026-01-13T18:15:44Z
88 crawlee 21008 1145 TypeScript 137 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. 2026-01-13T18:52:06Z
89 ai 20824 3633 TypeScript 885 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 2026-01-13T22:40:37Z
90 letta 20628 2152 Python 36 Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time. 2026-01-12T19:04:44Z
91 architecture.of.internet-product 20611 4738 HTML 5 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
92 langextract 20574 1431 Python 69 A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization. 2025-12-29T20:45:34Z
93 langfuse 20505 2004 TypeScript 299 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2026-01-13T23:07:01Z
94 peft 20458 2149 Python 25 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2026-01-13T17:27:55Z
95 Qwen 20135 1690 Python 6 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2025-11-26T13:48:46Z
96 skyvern 20106 1766 Python 84 Automate browser based workflows with AI 2026-01-14T00:56:08Z
97 opcode 19956 1534 TypeScript 250 A powerful GUI app and Toolkit for Claude Code - Create custom agents, manage interactive Claude Code sessions, run secure background agents, and more. 2025-10-16T12:05:56Z
98 MaxKB 19824 2584 Python 62 🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。 2026-01-14T02:54:47Z
99 Hands-On-Large-Language-Models 19793 4682 Jupyter Notebook 20 Official code repo for the O’Reilly Book - “Hands-On Large Language Models” 2025-12-17T07:46:38Z
100 GenAI_Agents 19304 3203 Jupyter Notebook 3 This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive AI systems. 2025-10-30T17:58:50Z