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 158631 14046 Go 1944 Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models. 2025-12-30T20:02:30Z
2 transformers 154499 31602 Python 1088 🤗 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. 2026-01-01T13:51:31Z
3 dify 124349 19337 Python 449 Production-ready platform for agentic workflow development. 2026-01-01T17:37:17Z
4 langchain 123179 20314 Python 202 🦜🔗 The platform for reliable agents. 2025-12-31T23:01:42Z
5 open-webui 119452 16820 Svelte 159 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-01-01T12:09:31Z
6 llama.cpp 92308 14329 C++ 343 LLM inference in C/C++ 2026-01-02T00:52:06Z
7 awesome-llm-apps 85960 12248 Python 2 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2026-01-02T00:54:48Z
8 LLMs-from-scratch 82143 12323 Jupyter Notebook 0 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2026-01-02T00:19:48Z
9 gpt4all 76990 8314 C++ 714 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-05-27T20:05:19Z
10 browser-use 74489 8898 Python 145 🌐 Make websites accessible for AI agents. Automate tasks online with ease. 2025-12-26T21:07:45Z
11 firecrawl 72498 5638 TypeScript 35 🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 2025-12-31T20:39:52Z
12 llm-course 72012 8268 None 64 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-12-22T00:08:18Z
13 ragflow 70736 7717 Python 2988 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 2026-01-01T13:17:00Z
14 gpt_academic 69904 8402 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 67272 9576 Python 218 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. 2025-12-30T06:23:31Z
16 vllm 66663 12325 Python 1771 A high-throughput and memory-efficient inference and serving engine for LLMs 2026-01-02T03:32:39Z
17 OpenHands 66087 8152 Python 128 🙌 OpenHands: AI-Driven Development 2026-01-01T19:35:22Z
18 LlamaFactory 64727 7854 Python 837 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2026-01-01T02:18:02Z
19 MetaGPT 62234 7808 Python 6 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-10-04T05:57:57Z
20 crawl4ai 57878 5869 Python 170 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-12-30T03:04:37Z
21 pathway 54118 1504 Python 20 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-01-01T06:05:02Z
22 anything-llm 52789 5665 JavaScript 254 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-12-23T01:37:50Z
23 MinerU 51387 4267 Python 161 Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows. 2025-12-31T08:54:29Z
24 llm-app 51190 1270 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
25 unsloth 50230 4145 Python 813 Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM. 2026-01-01T12:55:01Z
26 MoneyPrinterTurbo 48663 6874 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 46107 6677 Python 237 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-12-30T01:07:03Z
28 JeecgBoot 44884 15735 Java 18 🔥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
29 mem0 44880 4895 Python 363 Universal memory layer for AI Agents 2025-12-29T09:31:18Z
30 milvus 42029 3749 Go 740 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-01-01T00:13:22Z
31 LocalAI 40943 3326 Go 157 :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 2026-01-01T21:07:43Z
32 context7 40648 2008 TypeScript 80 Context7 MCP Server – Up-to-date code documentation for LLMs and AI code editors 2026-01-02T03:02:59Z
33 ray 40570 7060 Python 2837 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2026-01-01T00:07:35Z
34 chatgpt-on-wechat 40389 9598 Python 314 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 39928 2464 TypeScript 213 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. 2025-12-31T04:48:08Z
36 quivr 38751 3704 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 38445 4176 Python 61 A generative speech model for daily dialogue. 2025-12-03T07:08:17Z
38 cherry-studio 37140 3422 TypeScript 481 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2026-01-02T01:38:39Z
39 Langchain-Chatchat 36960 6107 Python 24 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 36040 1962 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
41 AgentGPT 35428 9463 TypeScript 132 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser. 2025-04-29T01:19:32Z
42 litellm 33167 5192 Python 953 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] 2026-01-02T03:52:12Z
43 1Panel 32681 2889 Go 351 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-12-31T14:35:40Z
44 khoj 32071 1915 Python 77 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. 2026-01-02T04:00:53Z
45 continue 30612 3976 TypeScript 693 ⏩ 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 2026-01-01T22:19:39Z
46 graphrag 30078 3172 Python 41 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-12-31T00:08:53Z
47 Mr.-Ranedeer-AI-Tutor 29693 3368 None 14 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2025-09-30T08:08:00Z
48 one-api 28780 5613 JavaScript 893 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 28520 3343 Cuda 90 LLM training in simple, raw C/CUDA 2025-06-26T17:03:40Z
50 ChatDev 27991 3532 Python 25 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-09-23T12:40:26Z
51 void 27910 2226 TypeScript 263 None 2025-08-07T00:07:32Z
52 storm 27764 2524 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
53 CopilotKit 27684 3594 TypeScript 395 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic Frontend 🪁 2026-01-01T06:58:04Z
54 TradingAgents 27359 5191 Python 146 TradingAgents: Multi-Agents LLM Financial Trading Framework 2025-10-09T07:34:10Z
55 self-llm 27059 2706 Jupyter Notebook 147 《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 semantic-kernel 26949 4404 C# 471 Integrate cutting-edge LLM technology quickly and easily into your apps 2026-01-01T16:52:50Z
57 LightRAG 26891 3823 Python 180 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2026-01-02T00:50:10Z
58 FastGPT 26747 6854 TypeScript 662 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. 2025-12-31T08:39:22Z
59 composio 26245 4391 TypeScript 12 Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling 2026-01-01T19:45:33Z
60 Awesome-LLM 25918 2237 None 9 Awesome-LLM: a curated list of Large Language Model 2025-07-31T02:38:24Z
61 goose 25342 2277 Rust 182 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM 2026-01-02T01:22:19Z
62 chroma 25259 1987 Rust 270 Open-source search and retrieval database for AI applications. 2025-12-31T18:05:50Z
63 gpt-researcher 24680 3267 Python 133 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
64 system_prompts_leaks 24653 3782 Roff 0 Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini 2026-01-01T20:57:44Z
65 JARVIS 24505 2049 Python 91 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2025-07-29T13:44:13Z
66 BitNet 24496 1921 Python 142 Official inference framework for 1-bit LLMs 2025-06-03T06:14:20Z
67 gitleaks 24425 1868 Go 231 Find secrets with Gitleaks 🔑 2025-12-09T15:15:58Z
68 ai-engineering-hub 24313 3891 Jupyter Notebook 28 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-12-24T12:24:56Z
69 agenticSeek 24238 2667 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 23875 2758 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 23771 2541 MDX 102 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. 2025-12-30T16:45:12Z
72 llamafile 23581 1256 C 186 Distribute and run LLMs with a single file. 2025-12-26T12:26:03Z
73 happy-llm 23479 2146 Jupyter Notebook 31 📚 从零开始的大语言模型原理与实践教程 2025-12-25T08:13:25Z
74 pandas-ai 22929 2246 Python 16 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-10-28T10:02:13Z
75 llm-cookbook 22847 2777 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
76 llm-action 22597 2640 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
77 Scrapegraph-ai 22137 1924 Python 7 Python scraper based on AI 2025-12-26T08:52:01Z
78 vanna 22094 2113 Python 213 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2025-11-20T18:35:07Z
79 sglang 22074 3921 Python 661 SGLang is a high-performance serving framework for large language models and multimodal models. 2026-01-02T02:57:50Z
80 Awesome-Chinese-LLM 21996 2090 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
81 unilm 21922 2684 Python 640 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-12-15T04:49:14Z
82 mlc-llm 21814 1891 Python 313 Universal LLM Deployment Engine with ML Compilation 2025-12-31T21:17:10Z
83 SillyTavern 21534 4482 JavaScript 303 LLM Frontend for Power Users. 2025-12-31T18:03:04Z
84 toon 21305 937 TypeScript 10 🎒 Token-Oriented Object Notation (TOON) – Compact, human-readable, schema-aware JSON for LLM prompts. Spec, benchmarks, TypeScript SDK. 2025-12-15T13:26:36Z
85 datasets 21039 3055 Python 882 🤗 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
86 crawlee 20933 1135 TypeScript 159 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. 2026-01-01T07:53:22Z
87 repomix 20921 961 TypeScript 120 📦 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. 2026-01-01T10:31:52Z
88 architecture.of.internet-product 20600 4737 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
89 ai 20512 3570 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 2025-12-31T17:36:50Z
90 letta 20423 2130 Python 31 Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time. 2025-12-31T22:59:17Z
91 peft 20379 2146 Python 23 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-12-18T10:52:52Z
92 langfuse 20064 1962 TypeScript 300 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 2026-01-01T23:21:20Z
93 Qwen 20060 1683 Python 2 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2025-11-26T13:48:46Z
94 langextract 19983 1398 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
95 skyvern 19979 1751 Python 83 Automate browser based workflows with AI 2026-01-01T20:42:05Z
96 MaxKB 19692 2567 Python 70 🔥 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。 2026-01-01T06:35:49Z
97 opcode 19623 1509 TypeScript 249 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 Hands-On-Large-Language-Models 19400 4599 Jupyter Notebook 28 Official code repo for the O’Reilly Book - “Hands-On Large Language Models” 2025-12-17T07:46:38Z
99 mastra 19072 1372 TypeScript 155 From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack. 2026-01-02T01:18:56Z
100 suna 18980 3273 TypeScript 0 Kortix – build, manage and train AI Agents. 2026-01-02T00:59:31Z