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 RAG

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 dify 113121 17317 TypeScript 624 Production-ready platform for agentic workflow development. 2025-09-05T03:30:04Z
2 open-webui 108910 14855 JavaScript 223 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-09-04T18:10:48Z
3 awesome-llm-apps 66154 8179 Python 2 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-09-03T02:57:35Z
4 lobe-chat 65205 13504 TypeScript 910 🤯 Lobe Chat - an open-source, modern design AI chat framework. Supports multiple AI providers (OpenAI / Claude 4 / Gemini / DeepSeek / Ollama / Qwen), Knowledge Base (file upload / RAG ), one click install MCP Marketplace and Artifacts / Thinking. One-click FREE deployment of your private AI Agent application. 2025-09-05T02:34:47Z
5 ragflow 63678 6590 TypeScript 2763 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 2025-09-05T03:12:15Z
6 firecrawl 54902 4646 TypeScript 140 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 🔥 2025-09-04T20:43:30Z
7 anything-llm 48645 5010 JavaScript 274 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-09-05T01:01:00Z
8 llama_index 44071 6334 Python 209 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-09-04T23:14:28Z
9 Flowise 43308 22158 TypeScript 642 Build AI Agents, Visually 2025-09-04T14:36:00Z
10 mem0 39362 4124 Python 360 Universal memory layer for AI Agents; Announcing OpenMemory MCP - local and secure memory management. 2025-09-04T14:48:25Z
11 chatgpt-on-wechat 38848 9407 Python 303 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。 2025-08-08T02:47:49Z
12 quivr 38387 3670 Python 2 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
13 milvus 36973 3370 Go 628 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-09-05T02:33:54Z
14 Langchain-Chatchat 36011 6015 TypeScript 98 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
15 mindsdb 35515 5739 Python 46 AI Analytics Engine that can answer questions over large scale data. - The only MCP Server you’ll ever need 2025-09-05T00:24:40Z
16 pathway 33473 960 Python 44 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-09-05T03:35:04Z
17 llm-app 31362 868 Jupyter Notebook 4 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. 2025-07-30T12:13:39Z
18 khoj 30862 1780 Python 76 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. 2025-08-31T20:22:25Z
19 graphrag 27841 2887 Python 96 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-09-02T23:21:30Z
20 FastGPT 25714 6595 TypeScript 592 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. 2025-09-05T01:55:58Z
21 chroma 23037 1800 Rust 231 Open-source search and retrieval database for AI applications. 2025-09-05T01:01:43Z
22 kotaemon 23003 1867 Python 195 An open-source RAG-based tool for chatting with your documents. 2025-07-04T11:31:58Z
23 haystack 22117 2328 Python 110 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. 2025-09-04T15:02:35Z
24 pandas-ai 21969 2136 Python 16 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-08-13T12:59:44Z
25 Scrapegraph-ai 21192 1803 Python 13 Python scraper based on AI 2025-08-13T09:50:52Z
26 RAG_Techniques 20577 2302 Jupyter Notebook 6 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. 2025-08-08T16:41:34Z
27 LightRAG 20373 2942 Python 128 “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-09-05T03:28:37Z
28 vanna 20234 1867 Python 200 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄. 2025-04-10T03:18:09Z
29 crawlee 19314 976 TypeScript 164 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. 2025-09-04T15:42:47Z
30 MaxKB 17907 2337 Python 103 🔥 MaxKB is an open-source platform for building enterprise-grade agents. MaxKB 是强大易用的开源企业级智能体平台。 2025-09-05T02:39:12Z
31 ai-engineering-hub 17882 3001 Jupyter Notebook 29 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-09-04T17:44:29Z
32 llama-cookbook 17798 2598 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 2025-08-29T14:52:59Z
33 graphiti 17718 1582 Python 95 Build Real-Time Knowledge Graphs for AI Agents 2025-09-04T18:50:11Z
34 DB-GPT 17255 2397 Python 424 AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents 2025-08-26T05:37:44Z
35 DocsGPT 17033 1795 TypeScript 22 Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents. 2025-09-04T20:22:49Z
36 eliza 16791 5304 TypeScript 69 Autonomous agents for everyone 2025-09-04T19:05:41Z
37 happy-llm 16442 1370 Jupyter Notebook 17 📚 从零开始的大语言模型原理与实践教程 2025-08-28T02:19:34Z
38 coze-studio 16437 2226 TypeScript 250 An AI agent development platform with all-in-one visual tools, simplifying agent creation, debugging, and deployment like never before. Coze your way to AI Agent creation. 2025-09-05T03:33:18Z
39 mastra 16283 1058 TypeScript 179 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-09-05T00:55:24Z
40 RagaAI-Catalyst 16054 3707 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 2025-08-13T20:06:04Z
41 llmware 14353 2946 Python 65 Unified framework for building enterprise RAG pipelines with small, specialized models 2025-07-24T19:13:39Z
42 sim 14096 1697 TypeScript 39 Open-source platform to build and deploy AI agent workflows. 2025-09-05T03:23:00Z
43 12-factor-agents 13716 970 TypeScript 9 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? 2025-07-17T21:59:13Z
44 opik 13471 943 Python 96 Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. 2025-09-05T01:21:55Z
45 onyx 13430 1864 Python 119 Gen-AI Chat for Teams - Think ChatGPT if it had access to your team’s unique knowledge. 2025-09-05T03:33:37Z
46 LangBot 13367 1078 Python 115 🤩 Easy-to-use global IM bot platform designed for the LLM era / 简单易用的大模型即时通信机器人开发平台 ⚡️ Bots for QQ / QQ频道 / Discord / WeChat(微信)/ Telegram / 飞书 / 钉钉 / Slack 🧩 Integrated with ChatGPT(GPT)、DeepSeek、Dify、n8n、Claude、Google Gemini、xAI、PPIO、Ollama、阿里云百炼、SiliconFlow、Qwen、Moonshot(Kimi K2)、SillyTraven、MCP、WeClone etc. LLM & Agent & RAG 2025-08-31T14:20:43Z
47 WrenAI 11634 1162 TypeScript 212 ⚡️ GenBI (Generative BI) queries any database in natural language, generates accurate SQL (Text-to-SQL), charts (Text-to-Chart), and AI-powered insights in seconds. 2025-09-05T02:27:52Z
48 txtai 11512 733 Python 8 💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows 2025-09-02T18:22:28Z
49 Qwen-Agent 11278 1015 Python 349 Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. 2025-07-25T04:51:33Z
50 ragas 10588 1056 Python 367 Supercharge Your LLM Application Evaluations 🚀 2025-09-04T17:59:51Z
51 llm-universe 9887 1054 Jupyter Notebook 4 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
52 orama 9701 353 TypeScript 14 🌌 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. 2025-09-04T23:35:04Z
53 bisheng 9578 1558 TypeScript 94 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. 2025-09-05T02:51:53Z
54 note-gen 9006 596 TypeScript 72 A cross-platform Markdown AI note-taking software. 2025-09-04T08:53:41Z
55 memvid 8325 702 Python 31 Video-based AI memory library. Store millions of text chunks in MP4 files with lightning-fast semantic search. No database needed. 2025-07-03T03:22:05Z
56 promptfoo 8277 686 TypeScript 187 Test your prompts, agents, and RAGs. AI 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. 2025-09-05T03:05:44Z
57 reor 8235 502 JavaScript 110 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
58 aichat 8031 517 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. 2025-08-25T00:42:53Z
59 KAG 7836 581 Python 128 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. 2025-08-11T08:05:39Z
60 paper-qa 7677 772 Python 124 High accuracy RAG for answering questions from scientific documents with citations 2025-09-04T18:53:38Z
61 Upsonic 7658 713 Python 52 The most reliable AI agent framework that supports MCP. 2025-09-04T15:12:27Z
62 SurfSense 7556 565 Python 40 Open Source Alternative to NotebookLM / Perplexity, connected to external sources such as Search Engines, Slack, Linear, Jira, ClickUp, Confluence, Notion, YouTube, GitHub, Discord and more. Join our discord: https://discord.gg/ejRNvftDp9 2025-09-03T19:58:53Z
63 Verba 7293 804 Python 52 Retrieval Augmented Generation (RAG) chatbot powered by Weaviate 2025-07-14T11:24:41Z
64 R2R 7260 592 Python 94 SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API. 2025-08-17T17:40:05Z
65 cognee 6918 581 Python 14 Memory for AI Agents in 5 lines of code 2025-09-04T19:25:37Z
66 deep-searcher 6896 673 Python 38 Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python. 2025-07-10T12:40:41Z
67 rags 6510 663 Python 29 Build ChatGPT over your data, all with natural language 2024-04-05T05:36:59Z
68 postgresml 6460 335 Rust 81 Postgres with GPUs for ML/AI apps. 2025-07-01T12:26:02Z
69 WebAgent 6437 499 Python 27 🌐 WebAgent for Information Seeking built by Tongyi Lab: WebWalker & WebDancer & WebSailor & WebShaper & WebWatcher https://arxiv.org/abs/2507.15061 https://arxiv.org/pdf/2507.02592 https://arxiv.org/pdf/2508.05748 2025-09-02T06:24:37Z
70 vespa 6327 658 Java 208 AI + Data, online. https://vespa.ai 2025-09-04T18:57:18Z
71 crawlee-python 6250 435 Python 68 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. 2025-09-04T13:13:11Z
72 LaVague 6161 566 Python 93 Large Action Model framework to develop AI Web Agents 2025-01-21T13:41:48Z
73 awesome-LLM-resources 6095 599 None 0 🧑‍🚀 全世界最好的LLM资料总结(语音视频生成、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. 2025-09-04T08:51:04Z
74 pyspur 5440 393 TypeScript 26 A visual playground for agentic workflows: Iterate over your agents 10x faster 2025-07-20T19:18:16Z
75 rag-from-scratch 5414 1445 Jupyter Notebook 20 None 2025-06-26T03:16:10Z
76 pgai 5333 277 PLpgSQL 20 A suite of tools to develop RAG, semantic search, and other AI applications more easily with PostgreSQL 2025-09-04T20:54:42Z
77 TaskingAI 5316 354 Python 27 The open source platform for AI-native application development. 2024-12-02T22:18:38Z
78 obsidian-copilot 5275 447 TypeScript 277 THE Copilot in Obsidian 2025-09-05T01:15:37Z
79 superduper 5170 520 Python 26 Superduper: End-to-end framework for building custom AI applications and agents. 2025-09-01T15:20:18Z
80 sparrow 4973 500 Python 0 Structured data extraction and instruction calling with ML, LLM and Vision LLM 2025-08-25T08:55:12Z
81 potpie 4909 460 Python 38 Prompt-To-Agent : Create custom engineering agents for your codebase 2025-08-29T08:58:04Z
82 awesome-ai-apps 4831 614 Python 11 A collection of projects showcasing RAG, agents, workflows, and other AI use cases 2025-09-03T06:13:30Z
83 RAG-Anything 4664 548 Python 58 “RAG-Anything: All-in-One RAG System” 2025-09-03T07:11:11Z
84 trafilatura 4638 308 Python 80 Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML 2025-08-08T13:57:31Z
85 refly 4630 405 TypeScript 84 The Open-Source Agentic Workspace for Human-AI Collaboration. 2025-09-05T02:59:14Z
86 eko 4463 376 TypeScript 3 Eko (Eko Keeps Operating) - Build Production-ready Agentic Workflow with Natural Language - eko.fellou.ai 2025-09-04T14:12:15Z
87 ragapp 4315 480 TypeScript 49 The easiest way to use Agentic RAG in any enterprise 2025-01-22T14:23:25Z
88 AutoRAG 4256 335 Python 126 AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation 2025-09-01T01:16:25Z
89 cognita 4201 349 Python 12 RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry 2025-09-01T03:04:49Z
90 LLMForEverybody 4172 414 Jupyter Notebook 2 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
91 llm-twin-course 4124 683 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
92 infinity 4039 382 C++ 125 The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text. 2025-09-04T13:09:26Z
93 LLM-Engineers-Handbook 4033 916 Python 18 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
94 casibase 4000 474 Go 42 ⚡️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 2025-09-05T02:21:03Z
95 gptme 3986 332 Python 69 Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web, vision. 2025-09-05T02:56:23Z
96 GenAI-Showcase 3924 668 Jupyter Notebook 5 GenAI Cookbook 2025-08-18T20:52:29Z
97 llm-graph-builder 3884 676 Jupyter Notebook 47 Neo4j graph construction from unstructured data using LLMs 2025-09-01T10:42:07Z
98 ruoyi-ai 3724 911 Java 17 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。 2025-09-04T09:02:06Z
99 langroid 3672 345 Python 49 Harness LLMs with Multi-Agent Programming 2025-09-02T21:41:47Z
100 AdalFlow 3660 337 Python 28 AdalFlow: The library to build & auto-optimize LLM applications. 2025-08-19T22:33:53Z