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 158922 14091 Go 1926 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2026-01-07T02:33:59Z
2 transformers 154671 31648 Python 1082 🤗 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. 2026-01-07T03:24:10Z
3 dify 124967 19423 Python 419 Production-ready platform for agentic workflow development. 2026-01-07T03:49:05Z
4 langchain 123594 20363 Python 199 🦜🔗 The platform for reliable agents. 2026-01-07T00:13:03Z
5 open-webui 119873 16887 Svelte 162 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-01-06T19:01:10Z
6 llama.cpp 92542 14383 C++ 353 LLM inference in C/C++ 2026-01-07T02:31:29Z
7 awesome-llm-apps 87020 12415 Python 3 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2026-01-07T03:39:42Z
8 LLMs-from-scratch 82438 12384 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2026-01-04T00:59:57Z
9 gpt4all 77011 8317 C++ 714 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
10 browser-use 74731 8926 Python 146 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2026-01-06T21:07:05Z
11 firecrawl 73418 5687 TypeScript 36 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2026-01-07T03:05:48Z
12 llm-course 72493 8328 None 64 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-12-22T00:08:18Z
13 ragflow 71019 7756 Python 3014 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 2026-01-07T02:07:18Z
14 gpt_academic 69928 8399 Python 272 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。 2025-09-20T13:41:26Z
15 PaddleOCR 67560 9607 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 66979 12425 Python 1757 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-01-07T03:48:14Z
17 OpenHands 66305 8205 Python 131 🙌 OpenHands: AI-Driven Development 2026-01-07T03:33:34Z
18 LlamaFactory 65046 7898 Python 839 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-01-06T18:06:09Z
19 MetaGPT 62549 7839 Python 5 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-10-04T05:57:57Z
20 crawl4ai 58112 5899 Python 171 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2026-01-04T13:09:16Z
21 pathway 56484 1543 Python 25 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-01-06T12:43:23Z
22 llm-app 53248 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. 2025-12-09T11:21:05Z
23 anything-llm 52987 5689 JavaScript 249 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2026-01-06T19:46:33Z
24 MinerU 51649 4297 Python 162 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2026-01-07T02:38:52Z
25 unsloth 50423 4166 Python 819 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM. 2026-01-06T10:56:55Z
26 MoneyPrinterTurbo 48780 6899 Python 206 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 46198 6684 Python 238 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2026-01-07T02:52:15Z
28 mem0 45072 4916 Python 366 Universal memory layer for AI Agents 2026-01-03T15:51:24Z
29 JeecgBoot 44943 15742 Java 24 🔥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~ 2026-01-01T19:21:41Z
30 milvus 42093 3751 Go 762 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-01-07T03:53:24Z
31 LocalAI 41099 3355 Go 156 :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 2026-01-06T21:18:53Z
32 context7 41050 2021 TypeScript 74 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2026-01-06T13:59:04Z
33 ray 40642 7076 Python 2843 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2026-01-07T03:50:35Z
34 chatgpt-on-wechat 40477 9622 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 39985 2472 TypeScript 216 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2026-01-02T05:40:05Z
36 quivr 38772 3705 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 38479 4185 Python 61 A generative speech model for daily dialogue. 2025-12-03T07:08:17Z
38 cherry-studio 37351 3446 TypeScript 485 Cherry Studio boosts your productivity with unified AI access, Agent capabilities, and 300+ assistants in one desktop application. 2026-01-07T04:07:09Z
39 Langchain-Chatchat 37000 6109 Python 26 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 36099 1966 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
41 AgentGPT 35457 9465 TypeScript 132 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser. 2025-04-29T01:19:32Z
42 litellm 33390 5244 Python 893 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] 2026-01-07T02:24:46Z
43 1Panel 32763 2897 Go 350 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2026-01-06T14:09:12Z
44 khoj 32116 1920 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 30710 4002 TypeScript 715 ⏩ 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 2026-01-06T23:57:12Z
46 graphrag 30169 3183 Python 43 A modular graph-based Retrieval-Augmented Generation (RAG) system 2026-01-06T23:39:46Z
47 Mr.-Ranedeer-AI-Tutor 29693 3366 None 14 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-09-30T08:08:00Z
48 one-api 28879 5629 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. 2025-11-20T01:15:39Z
49 llm.c 28560 3347 Cuda 90 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
50 ChatDev 28024 3538 Python 25 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-09-23T12:40:26Z
51 void 27978 2236 TypeScript 264 None 2025-08-07T00:07:32Z
52 CopilotKit 27798 3617 TypeScript 408 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic Frontend 🪁 2026-01-07T04:01:53Z
53 storm 27772 2527 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
54 TradingAgents 27592 5242 Python 148 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-10-09T07:34:10Z
55 self-llm 27217 2717 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 2025-12-20T15:32:55Z
56 LightRAG 27072 3849 Python 174 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2026-01-06T18:06:42Z
57 semantic-kernel 26976 4412 C# 465 Integrate cutting-edge LLM technology quickly and easily into your apps 2026-01-05T04:31:56Z
58 FastGPT 26787 6863 TypeScript 609 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. 2026-01-07T03:34:04Z
59 composio 26320 4400 TypeScript 13 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2026-01-07T03:48:19Z
60 Awesome-LLM 25963 2244 None 9 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
61 goose 25561 2310 Rust 184 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2026-01-06T23:11:12Z
62 BitNet 25405 2019 Python 142 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
63 chroma 25345 1992 Rust 263 Open-source search and retrieval database for AI applications. 2026-01-07T03:52:40Z
64 ai-engineering-hub 25010 4083 Jupyter Notebook 28 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-12-24T12:24:56Z
65 system_prompts_leaks 24828 3813 Roff 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2026-01-01T20:57:44Z
66 gpt-researcher 24751 3272 Python 134 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 JARVIS 24510 2050 Python 106 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
68 gitleaks 24485 1870 Go 233 Find secrets with Gitleaks 🔑 2025-12-09T15:15:58Z
69 agenticSeek 24311 2673 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 RAG_Techniques 24015 2787 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
71 haystack 23807 2546 MDX 97 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. 2026-01-05T16:16:03Z
72 happy-llm 23777 2170 Jupyter Notebook 31 📚 从零开始的大语言模型原理与实践教程 2026-01-03T03:28:57Z
73 llamafile 23598 1258 C 186 Distribute and run LLMs with a single file. 2026-01-05T17:31:34Z
74 langgraph 23001 4045 Python 179 Build resilient language agents as graphs. 2026-01-07T00:23:45Z
75 pandas-ai 22958 2250 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 22906 2782 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 22674 2641 HTML 16 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 22210 3968 Python 648 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-01-07T04:00:37Z
79 Scrapegraph-ai 22167 1929 Python 5 Python scraper based on AI 2026-01-05T13:43:57Z
80 vanna 22147 2123 Python 215 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2025-11-20T18:35:07Z
81 Awesome-Chinese-LLM 22024 2091 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 unilm 21924 2688 Python 640 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-12-15T04:49:14Z
83 mlc-llm 21836 1895 Python 314 Universal LLM Deployment Engine with ML Compilation 2025-12-31T21:17:10Z
84 SillyTavern 21725 4514 JavaScript 311 LLM Frontend for Power Users. 2026-01-06T23:17:55Z
85 toon 21538 944 TypeScript 11 🎒 Token-Oriented Object Notation (TOON) – Compact, human-readable, schema-aware JSON for LLM prompts. Spec, benchmarks, TypeScript SDK. 2026-01-03T17:42:56Z
86 datasets 21056 3060 Python 883 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools 2025-12-19T15:06:31Z
87 repomix 21024 972 TypeScript 122 📦 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. 2026-01-04T13:42:37Z
88 crawlee 20968 1138 TypeScript 158 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. 2026-01-06T20:50:42Z
89 ai 20653 3606 TypeScript 884 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 2026-01-07T03:47:36Z
90 architecture.of.internet-product 20605 4740 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
91 letta 20534 2139 Python 32 Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time. 2026-01-03T05:23:06Z
92 peft 20407 2148 Python 23 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-12-18T10:52:52Z
93 langextract 20313 1420 Python 67 A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization. 2025-12-29T20:45:34Z
94 langfuse 20233 1976 TypeScript 297 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2026-01-06T22:23:59Z
95 Qwen 20093 1684 Python 4 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 20035 1756 Python 84 Automate browser based workflows with AI 2026-01-07T00:34:27Z
97 opcode 19763 1527 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 19757 2573 Python 76 🔥 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。 2026-01-07T03:58:42Z
99 Hands-On-Large-Language-Models 19679 4660 Jupyter Notebook 29 Official code repo for the O’Reilly Book - “Hands-On Large Language Models” 2025-12-17T07:46:38Z
100 mastra 19171 1389 TypeScript 166 From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack. 2026-01-07T02:15:45Z