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。

View on GitHub

Github Ranking

Top 100 Stars in LLM

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ollama 104814 8375 Go 1101 Get up and running with Llama 3.3, Mistral, Gemma 2, and other large language models. 2024-12-29T22:36:08Z
2 ChatGPT-Next-Web 78085 59822 TypeScript 465 A cross-platform ChatGPT/Gemini UI (Web / PWA / Linux / Win / MacOS). 一键拥有你自己的跨平台 ChatGPT/Gemini/Claude LLM 应用。 2024-12-30T01:42:23Z
3 gpt4all 71423 7771 C++ 656 GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. 2024-12-21T02:19:50Z
4 llama.cpp 69918 10095 C++ 256 LLM inference in C/C++ 2024-12-29T20:41:53Z
5 gpt_academic 66616 8156 Python 393 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。 2024-12-28T16:09:10Z
6 dify 56474 8347 TypeScript 264 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. 2024-12-30T03:29:02Z
7 open-webui 53624 6598 JavaScript 134 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2024-12-30T00:30:37Z
8 MetaGPT 46260 5498 Python 67 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming 2024-12-18T02:20:32Z
9 llm-course 40438 4293 Jupyter Notebook 42 Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 2024-07-28T22:17:43Z
10 OpenHands 39408 4436 Python 218 🙌 OpenHands: Code Less, Make More 2024-12-30T01:15:31Z
11 llama_index 37661 5412 Python 588 LlamaIndex is a data framework for your LLM applications 2024-12-29T19:21:35Z
12 quivr 37000 3604 Python 77 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. 2024-12-23T10:23:34Z
13 LLaMA-Factory 36932 4548 Python 260 Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024) 2024-12-27T17:03:00Z
14 LLMs-from-scratch 36494 4627 Jupyter Notebook 1 Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 2024-11-18T10:52:42Z
15 ChatTTS 33252 3614 Python 63 A generative speech model for daily dialogue. 2024-12-03T16:18:54Z
16 Flowise 33086 17116 TypeScript 401 Drag & drop UI to build your customized LLM flow 2024-12-23T19:37:15Z
17 vllm 32782 4995 Python 1217 A high-throughput and memory-efficient inference and serving engine for LLMs 2024-12-29T20:16:47Z
18 Langchain-Chatchat 32688 5650 TypeScript 172 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 2024-11-29T05:06:44Z
19 chatgpt-on-wechat 32255 8380 Python 271 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GPT3.5/GPT-4o/GPT-o1/ Claude/文心一言/讯飞星火/通义千问/ Gemini/GLM-4/Claude/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。 2024-12-28T08:28:35Z
20 milvus 31559 2987 Go 696 Milvus is a high-performance, cloud-native vector database designed to scale vector search. 2024-12-30T03:10:52Z
21 LLM101n 30763 1680 None 0 LLM101n: Let’s build a Storyteller 2024-08-01T01:20:33Z
22 anything-llm 29376 2969 JavaScript 217 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, and more. 2024-12-29T01:55:45Z
23 Mr.-Ranedeer-AI-Tutor 29125 3339 None 13 A GPT-4 AI Tutor Prompt for customizable personalized learning experiences. 2024-03-25T13:06:55Z
24 LocalAI 27339 2043 Go 380 :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 2024-12-29T21:42:38Z
25 mindsdb 26996 4891 Python 89 Platform for building AI that can learn and answer questions over federated data. 2024-12-29T10:14:26Z
26 ragflow 26539 2554 Python 666 RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. 2024-12-30T02:34:57Z
27 ChatDev 26039 3255 Shell 20 Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) 2024-12-17T10:00:53Z
28 llm.c 24859 2818 Cuda 77 LLM training in simple, raw C/CUDA 2024-10-02T01:25:39Z
29 jan 24506 1425 TypeScript 134 Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. Multiple engine support (llama.cpp, TensorRT-LLM) 2024-12-30T02:32:13Z
30 chatbox 24200 2393 TypeScript 363 User-friendly Desktop Client App for AI Models/LLMs (GPT, Claude, Gemini, Ollama…) 2024-12-29T06:03:45Z
31 JARVIS 23839 1981 Python 78 JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf 2024-09-26T06:43:22Z
32 mem0 23630 2184 Python 193 The Memory layer for your AI apps 2024-12-29T05:23:10Z
33 semantic-kernel 22468 3368 C# 292 Integrate cutting-edge LLM technology quickly and easily into your apps 2024-12-29T07:19:47Z
34 gin-vue-admin 21981 6468 Go 28 🚀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。 2024-12-26T07:18:20Z
35 graphrag 21118 2069 Python 165 A modular graph-based Retrieval-Augmented Generation (RAG) system 2024-12-28T03:38:38Z
36 llamafile 21041 1081 C++ 143 Distribute and run LLMs with a single file. 2024-12-14T13:12:19Z
37 firecrawl 20798 1643 TypeScript 97 🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API. 2024-12-29T16:37:15Z
38 continue 20628 1877 TypeScript 891 ⏩ Continue is the leading open-source AI code assistant. You can connect any models and any context to build custom autocomplete and chat experiences inside VS Code and JetBrains 2024-12-29T15:12:38Z
39 unilm 20483 2576 Python 603 Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities 2024-12-15T15:00:29Z
40 one-api 20437 4452 JavaScript 719 OpenAI 接口管理 & 分发系统,支持 Azure、Anthropic Claude、Google PaLM 2 & Gemini、智谱 ChatGLM、百度文心一言、讯飞星火认知、阿里通义千问、360 智脑以及腾讯混元,可用于二次分发管理 key,仅单可执行文件,已打包好 Docker 镜像,一键部署,开箱即用. OpenAI key management & redistribution system, using a single API for all LLMs, and features an English UI. 2024-12-27T14:01:55Z
41 architecture.of.internet-product 20149 4670 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
42 unsloth 19777 1396 Python 614 Finetune Llama 3.3, Mistral, Phi, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory 2024-12-30T03:29:21Z
43 Awesome-LLM 19724 1623 None 1 Awesome-LLM: a curated list of Large Language Model 2024-12-26T11:42:32Z
44 mlc-llm 19499 1602 Python 215 Universal LLM Deployment Engine with ML Compilation 2024-12-19T12:12:43Z
45 FastGPT 19380 5096 TypeScript 301 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. 2024-12-30T02:43:22Z
46 MoneyPrinterTurbo 19184 2927 Python 85 利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM. 2024-12-12T08:54:09Z
47 Chinese-LLaMA-Alpaca 18580 1874 Python 2 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
48 haystack 18334 1968 Python 104 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. 2024-12-28T11:37:02Z
49 khoj 17397 852 Python 43 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. 2024-12-29T18:45:53Z
50 Awesome-Chinese-LLM 17114 1627 None 3 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。 2024-09-19T11:06:18Z
51 peft 16821 1668 Python 33 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. 2024-12-19T12:33:37Z
52 agentic 16691 2167 TypeScript 13 AI agent stdlib that works with any LLM and TypeScript AI SDK. 2024-11-21T08:49:54Z
53 Scrapegraph-ai 16628 1367 Python 39 Python scraper based on AI 2024-12-27T14:11:32Z
54 crawlee 16360 717 TypeScript 126 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. 2024-12-30T01:48:17Z
55 llama-recipes 15764 2334 Jupyter Notebook 33 Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama for WhatsApp & Messenger. 2024-12-23T12:50:00Z
56 ChatGLM2-6B 15751 1856 Python 425 ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型 2024-06-27T04:05:08Z
57 SuperAGI 15654 1879 Python 132 <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably. 2024-12-05T12:46:46Z
58 litellm 15484 1824 Python 759 Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq] 2024-12-29T04:56:59Z
59 gpt-researcher 15449 2087 Python 46 LLM based autonomous agent that conducts local and web research on any topic and generates a comprehensive report with citations. 2024-12-29T06:46:18Z
60 kubesphere 15366 2168 Go 543 The container platform tailored for Kubernetes multi-cloud, datacenter, and edge management ⎈ 🖥 ☁️ 2024-12-30T03:09:15Z
61 ChuanhuChatGPT 15325 2286 Python 125 GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI. 2024-12-12T15:01:12Z
62 evals 15262 2632 Python 95 Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks. 2024-12-18T22:09:47Z
63 DocsGPT 15210 1618 Python 36 Chatbot for documentation, that allows you to chat with your data. Privately deployable, provides AI knowledge sharing and integrates knowledge into your AI workflow 2024-12-24T00:52:18Z
64 Qwen 15054 1216 Python 7 The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. 2024-12-12T08:30:33Z
65 CopilotKit 14439 2177 TypeScript 88 React UI + elegant infrastructure for AI Copilots, in-app AI agents, AI chatbots, and AI-powered Textareas 🪁 2024-12-27T19:05:29Z
66 Llama-Chinese 14266 1273 Python 194 Llama中文社区,Llama3在线体验和微调模型已开放,实时汇总最新Llama3学习资料,已将所有代码更新适配Llama3,构建最好的中文Llama大模型,完全开源可商用 2024-09-05T13:50:43Z
67 DB-GPT 14127 1907 Python 190 AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents 2024-12-29T07:45:27Z
68 web-llm 14109 916 TypeScript 75 High-performance In-browser LLM Inference Engine 2024-12-23T07:06:03Z
69 SWE-agent 14036 1425 Python 14 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] 2024-12-23T23:52:04Z
70 pandas-ai 13870 1360 Python 52 Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG. 2024-12-20T16:08:35Z
71 composio 13832 4255 Python 11 Composio equip’s your AI agents & LLMs with 100+ high-quality integrations via function calling 2024-12-30T03:26:29Z
72 storm 13795 1278 Python 43 An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. 2024-12-11T07:28:32Z
73 ChatGLM3 13582 1581 Python 29 ChatGLM3 series: Open Bilingual Chat LLMs | 开源双语对话语言模型 2024-07-10T06:19:57Z
74 letta 13550 1478 Python 30 Letta (formerly MemGPT) is a framework for creating LLM services with memory. 2024-12-30T00:55:46Z
75 dalai 13108 1416 CSS 293 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
76 botpress 12974 1822 TypeScript 7 The open-source hub to build & deploy GPT/LLM Agents ⚡️ 2024-12-28T21:32:36Z
77 RWKV-LM 12868 875 Python 90 RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it’s combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, “infinite” ctx_len, and free sentence embedding. 2024-12-26T11:01:44Z
78 llm-cookbook 12558 1566 Jupyter Notebook 5 面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版 2024-09-15T03:16:45Z
79 BitNet 12492 875 C++ 49 Official inference framework for 1-bit LLMs 2024-12-20T08:22:10Z
80 vanna 12457 1017 Python 121 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄. 2024-11-21T15:10:42Z
81 LightRAG 12356 1690 Python 162 “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2024-12-29T12:13:26Z
82 llm-action 12270 1309 HTML 9 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) 2024-12-17T15:27:32Z
83 PaddleNLP 12248 2969 Python 386 👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc. 2024-12-30T03:12:47Z
84 MaxKB 12247 1593 Python 77 💬 Ready-to-use, flexible RAG Chatbot. 2024-12-30T03:25:56Z
85 ml-engineering 12109 737 Python 0 Machine Learning Engineering Open Book 2024-12-30T02:25:01Z
86 Self-Hosting-Guide 11644 614 Dockerfile 9 Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing software applications by yourself or your organization. Including Cloud, LLMs, WireGuard, Automation, Home Assistant, and Networking. 2024-08-20T19:18:46Z
87 gorilla 11617 1020 Python 99 Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls) 2024-12-29T12:17:57Z
88 h2ogpt 11527 1261 Python 274 Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://gpt-docs.h2o.ai/ 2024-12-18T18:45:13Z
89 open-llms 11401 765 None 4 📋 A list of open LLMs available for commercial use. 2024-07-05T19:01:07Z
90 screenpipe 11301 720 TypeScript 131 build ai agents that have the full context, open source, runs locally, developer friendly. 24/7 screen, mic, keyboard recording and control 2024-12-29T23:33:50Z
91 skyvern 11262 786 Python 34 Automate browser-based workflows with LLMs and Computer Vision 2024-12-29T18:37:52Z
92 ludwig 11258 1197 Python 38 Low-code framework for building custom LLMs, neural networks, and other AI models 2024-12-23T23:13:18Z
93 litgpt 11014 1097 Python 241 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale. 2024-12-28T18:47:22Z
94 plandex 10926 756 Go 36 AI driven development in your terminal. Designed for large, real-world tasks. 2024-12-29T21:12:25Z
95 llama-gpt 10883 708 TypeScript 84 A self-hosted, offline, ChatGPT-like chatbot. Powered by Llama 2. 100% private, with no data leaving your device. New: Code Llama support! 2024-04-23T18:56:06Z
96 ai 10731 1623 TypeScript 254 Build AI-powered applications with React, Svelte, Vue, and Solid 2024-12-25T06:43:37Z
97 LLMSurvey 10674 834 Python 21 The official GitHub page for the survey paper “A Survey of Large Language Models”. 2024-08-20T04:48:58Z
98 self-llm 10552 1220 Jupyter Notebook 92 《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 2024-12-20T09:07:16Z
99 activepieces 10357 1306 TypeScript 161 Your friendliest open source AI automation tool ✨ Workflow automation tool 200+ integration / Enterprise automation tool / Zapier Alternative 2024-12-30T02:37:11Z
100 OpenLLM 10302 653 Python 19 Run any open-source LLMs, such as Llama, Mistral, as OpenAI compatible API endpoint in the cloud. 2024-12-24T01:33:35Z