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 138481 11541 Go 1505 Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3.1 and other large language models. 2025-04-25T01:23:31Z
2 awesome-chatgpt-prompts 123471 16533 JavaScript 0 This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better. 2025-04-24T17:26:19Z
3 dify 93946 14042 TypeScript 599 Dify is an open-source LLM app development platform. Dify’s intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production. 2025-04-25T03:32:30Z
4 open-webui 91207 11524 JavaScript 178 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-04-23T18:16:47Z
5 llama.cpp 78745 11505 C++ 342 LLM inference in C/C++ 2025-04-25T01:47:11Z
6 gpt4all 73179 7976 C++ 681 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2025-03-19T23:33:36Z
7 gpt_academic 68274 8333 Python 252 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。 2025-04-20T16:50:35Z
8 browser-use 57867 6216 Python 385 Make websites accessible for AI agents 2025-04-23T19:17:34Z
9 MetaGPT 54968 6529 Python 55 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2025-03-31T07:17:13Z
10 OpenHands 53422 5959 Python 193 🙌 OpenHands: Code Less, Make More 2025-04-25T03:36:53Z
11 ragflow 50236 4752 TypeScript 1921 RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. 2025-04-25T03:15:45Z
12 llm-course 49548 5307 Jupyter Notebook 48 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2025-01-22T22:32:51Z
13 LLaMA-Factory 47566 5804 Python 425 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-04-24T08:31:06Z
14 LLMs-from-scratch 46083 6492 Jupyter Notebook 1 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2025-04-20T02:16:18Z
15 vllm 45712 7064 Python 1721 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-04-25T03:17:22Z
16 anything-llm 43270 4209 JavaScript 244 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-04-25T00:47:21Z
17 llama_index 41184 5861 Python 443 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-04-24T22:05:22Z
18 crawl4ai 40616 3655 Python 97 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 2025-04-24T10:38:14Z
19 quivr 37744 3636 Python 8 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. 2025-04-23T15:42:40Z
20 Flowise 37649 19565 TypeScript 544 Drag & drop UI to build your customized LLM flow 2025-04-24T11:54:47Z
21 unsloth 37491 2924 Python 962 Finetune Llama 4, DeepSeek-R1, Gemma 3 & Reasoning LLMs 2x faster with 70% less memory! 🦥 2025-04-20T02:46:22Z
22 Pake 37282 6745 Rust 50 🤱🏻 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 2025-03-25T12:35:16Z
23 firecrawl 36897 3312 TypeScript 157 🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API. 2025-04-24T17:46:20Z
24 ray 36732 6245 Python 3824 Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. 2025-04-25T01:11:37Z
25 chatgpt-on-wechat 36471 9131 Python 286 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GPT4.1/GPT-4o/GPT-o1/ DeepSeek/Claude/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。 2025-04-20T09:22:54Z
26 ChatTTS 35924 3897 Python 63 A generative speech model for daily dialogue. 2025-03-14T03:34:46Z
27 Langchain-Chatchat 34784 5856 TypeScript 193 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
28 chatbox 34419 3285 TypeScript 662 User-friendly Desktop Client App for AI Models/LLMs (GPT, Claude, Gemini, Ollama…) 2025-04-24T05:39:10Z
29 milvus 34299 3166 Go 668 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-04-25T02:46:38Z
30 LLM101n 33266 1814 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
31 LocalAI 32078 2446 Go 434 :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 2025-04-24T08:27:17Z
32 awesome-llm-apps 29845 3332 Python 4 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-04-17T21:26:28Z
33 Mr.-Ranedeer-AI-Tutor 29497 3373 None 13 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2024-03-25T13:06:55Z
34 khoj 29064 1622 Python 67 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. 2025-04-23T23:49:17Z
35 1Panel 27960 2428 Go 634 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server. 2025-04-25T03:38:20Z
36 mem0 27876 2663 Python 246 The Memory layer for AI Agents 2025-04-24T18:31:53Z
37 ChatDev 26744 3375 Python 22 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2025-04-03T09:05:29Z
38 llm.c 26429 3042 Cuda 82 LLM training in simple, raw C/CUDA 2024-10-02T01:25:39Z
39 MoneyPrinterTurbo 26348 3882 Python 120 利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM. 2025-03-23T10:45:27Z
40 continue 25847 2668 TypeScript 776 ⏩ Create, share, and use custom AI code assistants with our open-source IDE extensions and hub of models, rules, prompts, docs, and other building blocks 2025-04-25T01:27:47Z
41 composio 25060 4409 Python 41 Composio equip’s your AI agents & LLMs with 100+ high-quality integrations via function calling 2025-04-24T17:56:25Z
42 one-api 24847 5128 JavaScript 844 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. 2025-02-21T11:30:22Z
43 graphrag 24766 2489 Python 149 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-04-24T23:14:08Z
44 cherry-studio 24693 2100 TypeScript 657 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. 2025-04-25T03:26:39Z
45 pathway 24608 359 Python 39 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-04-24T11:48:34Z
46 semantic-kernel 24176 3753 C# 408 Integrate cutting-edge LLM technology quickly and easily into your apps 2025-04-24T22:40:18Z
47 JARVIS 24113 2015 Python 79 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2024-09-26T06:43:22Z
48 storm 24018 2117 Python 41 An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. 2025-01-23T07:21:44Z
49 llm-app 23870 411 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. 2025-04-11T17:02:33Z
50 FastGPT 23749 6150 TypeScript 495 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. 2025-04-25T02:35:41Z
51 Awesome-LLM 22897 1906 None 7 Awesome-LLM: a curated list of Large Language Model 2025-04-24T03:29:53Z
52 gin-vue-admin 22723 6652 Go 23 🚀Vite+Vue3+Gin拥有AI辅助的基础开发平台,支持TS和JS混用。它集成了JWT鉴权、权限管理、动态路由、显隐可控组件、分页封装、多点登录拦截、资源权限、上传下载、代码生成器、表单生成器和可配置的导入导出等开发必备功能。 2025-04-24T13:47:53Z
53 llamafile 22260 1169 C++ 143 Distribute and run LLMs with a single file. 2025-04-21T18:29:38Z
54 litellm 21302 2704 Python 1263 Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq] 2025-04-25T02:14:54Z
55 unilm 21135 2614 Python 624 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2025-03-04T00:17:39Z
56 gpt-researcher 21093 2744 Python 86 LLM based autonomous agent that conducts deep local and web research on any topic and generates a long report with citations. 2025-04-23T05:54:12Z
57 mlc-llm 20474 1718 Python 248 Universal LLM Deployment Engine with ML Compilation 2025-04-21T14:51:09Z
58 haystack 20429 2138 Python 122 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. 2025-04-24T14:41:52Z
59 architecture.of.internet-product 20256 4684 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
60 Awesome-Chinese-LLM 19739 1907 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。 2025-04-08T08:13:03Z
61 pandas-ai 19707 1871 Python 18 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-04-14T08:07:44Z
62 gitleaks 19611 1589 Go 193 Find secrets with Gitleaks 🔑 2025-04-16T21:10:47Z
63 Scrapegraph-ai 19309 1630 Python 20 Python scraper based on AI 2025-04-18T16:17:40Z
64 llm-cookbook 19003 2292 Jupyter Notebook 12 面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版 2025-02-25T12:01:58Z
65 Chinese-LLaMA-Alpaca 18816 1891 Python 1 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs) 2024-04-30T04:28:38Z
66 CopilotKit 18311 2621 TypeScript 119 React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic last-mile 🪁 2025-04-24T19:44:09Z
67 peft 18194 1833 Python 16 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2025-04-24T15:49:05Z
68 Qwen 17972 1480 Python 11 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2025-03-28T03:15:58Z
69 crawlee 17531 803 TypeScript 136 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. 2025-04-24T10:28:54Z
70 agentic 17393 2213 TypeScript 11 AI agent stdlib that works with any LLM and TypeScript AI SDK. 2025-04-24T22:05:49Z
71 Janus 17160 2235 Python 148 Janus-Series: Unified Multimodal Understanding and Generation Models 2025-02-01T07:58:29Z
72 llama-cookbook 17135 2452 Jupyter Notebook 15 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 2025-04-24T21:47:55Z
73 BitNet 17112 1231 C++ 66 Official inference framework for 1-bit LLMs 2025-04-23T03:20:15Z
74 vanna 17026 1501 Python 160 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄. 2025-04-10T03:18:09Z
75 llm-action 16848 1966 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) 2025-04-13T03:10:44Z
76 DB-GPT 16252 2212 Python 355 AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents 2025-04-24T14:44:47Z
77 SuperAGI 16227 1955 Python 141 <⚡️> 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
78 RagaAI-Catalyst 16171 3790 Python 6 Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view 2025-04-24T18:33:30Z
79 letta 16144 1673 Python 36 Letta (formerly MemGPT) is the stateful agents framework with memory, reasoning, and context management. 2025-04-25T01:02:43Z
80 MaxKB 16142 2094 Python 120 💬 MaxKB is an open-source AI assistant for enterprise. It seamlessly integrates RAG pipelines, supports robust workflows, and provides MCP tool-use capabilities. 2025-04-25T02:17:56Z
81 evals 15997 2691 Python 97 Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks. 2024-12-18T22:09:47Z
82 kubesphere 15854 2198 Go 599 The container platform tailored for Kubernetes multi-cloud, datacenter, and edge management ⎈ 🖥 ☁️ 2025-04-23T03:16:30Z
83 ChatGLM2-6B 15750 1848 Python 430 ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型 2024-06-27T04:05:08Z
84 LightRAG 15628 2122 Python 236 “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-04-24T17:16:44Z
85 RAG_Techniques 15614 1550 Jupyter Notebook 0 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. 2025-04-16T22:47:52Z
86 SWE-agent 15586 1589 Python 37 SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024] 2025-04-23T09:21:51Z
87 DocsGPT 15575 1658 TypeScript 28 DocsGPT is an open-source genAI tool that helps users get reliable answers from knowledge source, while avoiding hallucinations. It enables private and reliable information retrieval, with tooling and agentic system capability built in. 2025-04-24T20:50:12Z
88 ChuanhuChatGPT 15426 2286 Python 122 GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI. 2025-03-13T09:36:38Z
89 web-llm 15280 1001 TypeScript 100 High-performance In-browser LLM Inference Engine 2025-01-21T08:18:46Z
90 repomix 15058 649 TypeScript 74 📦 Repomix (formerly Repopack) 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. 2025-04-24T14:14:22Z
91 self-llm 14941 1685 Jupyter Notebook 133 《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 2025-04-18T01:50:43Z
92 Llama-Chinese 14552 1303 Python 196 Llama中文社区,实时汇总最新Llama学习资料,构建最好的中文Llama大模型开源生态,完全开源可商用 2025-04-06T09:16:55Z
93 SillyTavern 13834 3154 JavaScript 219 LLM Frontend for Power Users. 2025-04-24T15:20:47Z
94 screenpipe 13688 980 TypeScript 218 AI app store powered by 24/7 desktop history. open source | 100% local | dev friendly | 24/7 screen, mic recording 2025-04-16T15:24:22Z
95 ChatGLM3 13684 1603 Python 27 ChatGLM3 series: Open Bilingual Chat LLMs | 开源双语对话语言模型 2025-01-13T06:55:26Z
96 ai 13670 2132 TypeScript 431 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 2025-04-25T03:06:15Z
97 ktransformers 13648 960 Python 503 A Flexible Framework for Experiencing Cutting-edge LLM Inference Optimizations 2025-04-25T02:23:59Z
98 botpress 13581 1973 TypeScript 8 The open-source hub to build & deploy GPT/LLM Agents ⚡️ 2025-04-24T21:02:52Z
99 RWKV-LM 13539 913 Python 105 RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 “Goose”. So it’s combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding. 2025-04-23T02:38:03Z
100 sglang 13526 1587 Python 513 SGLang is a fast serving framework for large language models and vision language models. 2025-04-24T23:09:59Z