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 RAG

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 dify 101326 15257 TypeScript 610 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. 2025-06-06T13:03:59Z
2 open-webui 97871 12792 JavaScript 134 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-06-06T17:26:57Z
3 lobe-chat 62287 12971 TypeScript 770 🤯 Lobe Chat - an open-source, modern-design AI chat framework. Supports Multi AI Providers( OpenAI / Claude 4 / Gemini / Ollama / DeepSeek / Qwen), Knowledge Base (file upload / knowledge management / RAG ), Multi-Modals (Plugins/Artifacts) and Thinking. One-click FREE deployment of your private ChatGPT/ Claude / DeepSeek application. 2025-06-07T03:14:36Z
4 ragflow 54500 5286 Python 2193 RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. 2025-06-06T13:14:07Z
5 anything-llm 45036 4457 JavaScript 254 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-06-07T00:39:50Z
6 llama_index 42149 6031 Python 242 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-06-06T19:43:24Z
7 Flowise 39633 20400 TypeScript 560 Build AI Agents, Visually 2025-06-07T00:53:31Z
8 firecrawl 39518 3656 TypeScript 179 🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API. 2025-06-06T22:21:07Z
9 quivr 37958 3641 Python 4 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. 2025-06-05T08:58:25Z
10 chatgpt-on-wechat 37525 9271 Python 289 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。 2025-05-30T09:06:57Z
11 Langchain-Chatchat 35225 5907 TypeScript 169 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
12 milvus 35158 3238 Go 686 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-06-06T18:06:33Z
13 mem0 33892 3360 Python 326 Memory for AI Agents; SOTA in AI Agent Memory; Announcing OpenMemory MCP - local and secure memory management. 2025-06-06T16:19:04Z
14 awesome-llm-apps 33461 3811 Python 6 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-06-06T22:50:55Z
15 mindsdb 31715 5246 Python 81 AI’s query engine - Platform for building AI that can answer questions over large scale federated data. - The only MCP Server you’ll ever need 2025-06-06T17:43:47Z
16 khoj 30264 1704 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. 2025-06-06T22:49:17Z
17 pathway 26641 599 Python 40 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-06-07T03:36:27Z
18 graphrag 25678 2623 Python 153 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-06-06T18:05:34Z
19 llm-app 25297 627 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. 2025-05-16T07:58:43Z
20 FastGPT 24609 6326 TypeScript 548 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. 2025-06-06T07:59:35Z
21 kotaemon 22408 1778 Python 187 An open-source RAG-based tool for chatting with your documents. 2025-06-06T09:28:24Z
22 haystack 21051 2206 Python 115 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. 2025-06-06T19:45:55Z
23 pandas-ai 20491 1972 Python 21 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-05-19T10:19:29Z
24 Scrapegraph-ai 19920 1689 Python 15 Python scraper based on AI 2025-06-06T18:43:31Z
25 vanna 17995 1611 Python 174 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄. 2025-04-10T03:18:09Z
26 crawlee 17856 829 TypeScript 135 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. 2025-06-06T23:52:48Z
27 llama-cookbook 17432 2507 Jupyter Notebook 18 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 2025-06-06T23:14:28Z
28 LightRAG 17174 2369 Python 339 “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-06-06T16:58:57Z
29 MaxKB 16756 2159 Python 138 💬 MaxKB is an open-source AI assistant for enterprise. It seamlessly integrates RAG pipelines, supports robust workflows, and provides MCP tool-use capabilities. 2025-06-07T02:27:45Z
30 DB-GPT 16697 2294 Python 393 AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents 2025-06-03T03:31:20Z
31 RAG_Techniques 16657 1662 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. 2025-06-04T11:19:35Z
32 RagaAI-Catalyst 16192 3780 Python 8 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 2025-06-02T11:22:18Z
33 eliza 16013 5219 TypeScript 25 Autonomous agents for everyone 2025-06-07T01:58:05Z
34 DocsGPT 15692 1667 TypeScript 19 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. 2025-06-06T20:51:38Z
35 mastra 13813 809 TypeScript 79 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-06-07T01:24:08Z
36 llmware 13778 2678 Python 65 Unified framework for building enterprise RAG pipelines with small, specialized models 2025-06-03T12:56:06Z
37 onyx 12966 1699 Python 177 Gen-AI Chat for Teams - Think ChatGPT if it had access to your team’s unique knowledge. 2025-06-07T03:35:14Z
38 txtai 11046 694 Python 11 💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows 2025-06-05T19:39:33Z
39 graphiti 10877 834 Python 41 Build Real-Time Knowledge Graphs for AI Agents 2025-06-06T17:29:23Z
40 ai-engineering-hub 9566 1663 Jupyter Notebook 18 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-06-04T18:51:52Z
41 orama 9456 340 TypeScript 37 🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb. 2025-06-06T08:43:04Z
42 ragas 9421 933 Python 336 Supercharge Your LLM Application Evaluations 🚀 2025-06-02T18:47:23Z
43 opik 9392 641 Python 90 Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. 2025-06-07T00:23:55Z
44 Qwen-Agent 9365 793 Python 286 Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. 2025-05-29T09:36:00Z
45 bisheng 8755 1434 TypeScript 101 BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more. 2025-06-06T09:28:08Z
46 llm-universe 8415 947 Jupyter Notebook 3 本项目是一个面向小白开发者的大模型应用开发教程,在线阅读地址:https://datawhalechina.github.io/llm-universe/ 2025-05-28T11:42:30Z
47 reor 7983 483 JavaScript 106 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
48 WrenAI 7979 791 TypeScript 168 ⚡️Wren AI is your GenBI Agent, that you can query any database with natural language → get accurate SQL(Text-to-SQL), charts(Text-to-Charts) & AI-generated insights in seconds. 2025-06-06T23:16:03Z
49 Upsonic 7517 698 Python 44 The most reliable AI agent framework that supports MCP. 2025-06-06T22:17:36Z
50 paper-qa 7450 738 Python 116 High accuracy RAG for answering questions from scientific documents with citations 2025-05-28T03:54:39Z
51 KAG 7156 519 Python 133 KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model. 2025-06-06T08:29:51Z
52 Verba 7148 774 Python 47 Retrieval Augmented Generation (RAG) chatbot powered by Weaviate 2025-03-24T15:19:15Z
53 promptfoo 7105 565 TypeScript 172 Test your prompts, agents, and RAGs. Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration. 2025-06-06T23:45:40Z
54 R2R 6934 545 Python 77 SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API. 2025-06-06T22:42:56Z
55 aichat 6934 452 Rust 2 All-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI Tools & Agents, with access to OpenAI, Claude, Gemini, Ollama, Groq, and more. 2025-06-02T23:50:48Z
56 rags 6465 664 Python 29 Build ChatGPT over your data, all with natural language 2024-04-05T05:36:59Z
57 postgresml 6300 318 Rust 78 Postgres with GPUs for ML/AI apps. 2025-04-16T01:12:18Z
58 deep-searcher 6194 614 Python 35 Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python. 2025-05-30T12:43:23Z
59 LaVague 6067 552 Python 87 Large Action Model framework to develop AI Web Agents 2025-01-21T13:41:48Z
60 superagent 5875 891 TypeScript 56 🥷 Run AI-agents with an API 2025-04-01T07:49:39Z
61 crawlee-python 5711 390 Python 77 Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation. 2025-06-06T14:02:25Z
62 SurfSense 5469 386 TypeScript 27 Open Source Alternative to NotebookLM / Perplexity / Glean, connected to external sources such as search engines (Tavily, Linkup), Slack, Linear, Notion, YouTube, GitHub, Discord and more. 2025-06-07T01:44:48Z
63 awesome-LLM-resources 5407 528 None 0 🧑‍🚀 全世界最好的LLM资料总结(视频生成、Agent、辅助编程、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型) | Summary of the world’s best LLM resources. 2025-05-25T03:19:23Z
64 TaskingAI 5128 329 Python 26 The open source platform for AI-native application development. 2024-12-02T22:18:38Z
65 superduper 5069 496 Python 29 Superduper: End-to-end framework for building custom AI applications and agents. 2025-06-05T10:59:05Z
66 pyspur 5044 351 TypeScript 25 A visual playground for agentic workflows: Iterate over your agents 10x faster 2025-05-12T12:01:00Z
67 pgai 4920 258 PLpgSQL 17 A suite of tools to develop RAG, semantic search, and other AI applications more easily with PostgreSQL 2025-06-06T16:13:22Z
68 obsidian-copilot 4752 369 TypeScript 228 THE Copilot in Obsidian 2025-06-06T10:36:45Z
69 potpie 4611 408 Python 36 Prompt-To-Agent : Create custom engineering agents for your codebase 2025-06-07T03:14:54Z
70 sparrow 4566 468 Python 0 Data processing and instruction calling with ML, LLM and Vision LLM 2025-06-05T18:29:42Z
71 trafilatura 4338 294 Python 78 Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML 2025-05-30T14:21:49Z
72 12-factor-agents 4256 248 TypeScript 6 What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers? 2025-06-06T19:23:49Z
73 ragapp 4254 480 TypeScript 50 The easiest way to use Agentic RAG in any enterprise 2025-01-22T14:23:25Z
74 rag-from-scratch 4212 1219 Jupyter Notebook 20 None 2024-07-09T21:45:44Z
75 cognita 4093 334 Python 11 RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry 2025-02-21T11:10:29Z
76 memvid 4015 296 Python 7 Video-based AI memory library. Store millions of text chunks in MP4 files with lightning-fast semantic search. No database needed. 2025-06-05T15:57:53Z
77 AutoRAG 4014 318 Python 122 AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation 2025-05-04T06:49:40Z
78 refly 4009 348 TypeScript 102 🎨 Refly is an open-source AI-native creation engine. Its intuitive free-form canvas interface combines multi-threaded dialogues, artifacts, AI knowledge base integration, chrome extension clip & save, contextual memory, intelligent search, WYSIWYG AI editor and more, empowering you to effortlessly transform ideas into production-ready content. 2025-06-06T15:11:06Z
79 llm-twin-course 3929 656 Python 4 🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴 2025-04-26T14:11:47Z
80 sim 3921 581 TypeScript 21 Sim Studio is an open-source AI agent workflow builder. Sim Studio’s interface is a lightweight, intuitive way to quickly build and deploy LLMs that connect with your favorite tools. 2025-06-06T20:36:26Z
81 eko 3919 298 TypeScript 1 Eko (Eko Keeps Operating) - Build Production-ready Agentic Workflow with Natural Language - eko.fellou.ai 2025-06-06T14:58:22Z
82 gptme 3845 318 Python 61 Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web, vision. 2025-06-04T12:42:28Z
83 GenAI-Showcase 3794 627 Jupyter Notebook 4 GenAI Cookbook 2025-06-05T15:09:38Z
84 casibase 3710 436 Go 30 ⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports ChatGPT, Claude, Llama, Ollama, HuggingFace, etc., chat bot demo: https://ai.casibase.com, admin UI demo: https://ai-admin.casibase.com 2025-06-05T12:25:03Z
85 infinity 3702 351 C++ 111 The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text 2025-06-06T13:31:07Z
86 llm-graph-builder 3558 601 Jupyter Notebook 24 Neo4j graph construction from unstructured data using LLMs 2025-06-05T07:52:53Z
87 dataherald 3513 255 Python 7 Interact with your SQL database, Natural Language to SQL using LLMs 2024-07-24T17:37:41Z
88 RAGatouille 3485 236 Python 86 Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-of-use, backed by research. 2025-05-17T12:45:38Z
89 LLM-Engineers-Handbook 3429 742 Python 11 The LLM’s practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices 2025-03-08T15:54:34Z
90 cognee 3408 290 Python 16 Memory for AI Agents in 5 lines of code 2025-06-06T15:51:25Z
91 langroid 3382 322 Python 55 Harness LLMs with Multi-Agent Programming 2025-06-06T06:38:17Z
92 note-gen 3346 221 TypeScript 37 A cross-platform Markdown note-taking application dedicated to using AI to bridge recording and writing, organizing fragmented knowledge into a readable note. 2025-06-06T07:30:12Z
93 fast-graphrag 3298 191 Python 24 RAG that intelligently adapts to your use case, data, and queries 2025-04-04T07:57:54Z
94 Streamer-Sales 3270 511 Python 10 Streamer-Sales 销冠 —— 卖货主播 LLM 大模型🛒🎁,一个能够根据给定的商品特点从激发用户购买意愿角度出发进行商品解说的卖货主播大模型。🚀⭐内含详细的数据生成流程❗ 📦另外还集成了 LMDeploy 加速推理🚀、RAG检索增强生成 📚、TTS文字转语音🔊、数字人生成 🦸、 Agent 使用网络查询实时信息🌐、ASR 语音转文字🎙️、Vue 生态搭建前端🍍、FastAPI 搭建后端🗝️、Docker-compose 打包部署🐋 2025-03-08T00:38:06Z
95 LitServe 3187 213 Python 29 The easiest way to deploy agents, models, RAG, pipelines and more. No MLOps. No YAML. 2025-06-05T15:25:51Z
96 ruoyi-ai 3180 751 Java 2 RuoYi AI 是一个全栈式 AI 开发平台,旨在帮助开发者快速构建和部署个性化的 AI 应用。 2025-06-06T02:13:07Z
97 AdalFlow 3178 272 Python 25 AdalFlow: The library to build & auto-optimize LLM applications. 2025-03-26T15:22:05Z
98 modelscope-agent 3170 361 Python 72 ModelScope-Agent: An agent framework connecting models in ModelScope with the world 2025-06-06T08:08:03Z
99 GenerativeAIExamples 3168 761 Jupyter Notebook 38 Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture. 2025-06-06T04:53:16Z
100 LLMForEverybody 3147 316 Jupyter Notebook 0 每个人都能看懂的大模型知识分享,LLMs春/秋招大模型面试前必看,让你和面试官侃侃而谈 2025-06-07T00:55:17Z