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 110798 16917 TypeScript 692 Production-ready platform for agentic workflow development. 2025-08-14T02:18:12Z
2 open-webui 106580 14384 JavaScript 195 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2025-08-14T00:50:34Z
3 lobe-chat 64435 13371 TypeScript 867 🤯 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. 2025-08-14T03:50:31Z
4 ragflow 62305 6377 TypeScript 2618 RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. 2025-08-14T01:40:30Z
5 awesome-llm-apps 57338 6836 Python 4 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2025-08-13T04:13:50Z
6 anything-llm 47850 4900 JavaScript 255 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2025-08-13T18:51:16Z
7 firecrawl 47572 4283 TypeScript 146 🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API. 2025-08-14T01:44:41Z
8 llama_index 43681 6281 Python 229 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-08-13T22:55:26Z
9 Flowise 42619 21873 TypeScript 595 Build AI Agents, Visually 2025-08-13T20:07:11Z
10 chatgpt-on-wechat 38505 9376 Python 299 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
11 quivr 38276 3672 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
12 mem0 38202 3978 Python 372 Universal memory layer for AI Agents; Announcing OpenMemory MCP - local and secure memory management. 2025-08-13T18:37:38Z
13 milvus 36546 3344 Go 566 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2025-08-14T02:31:44Z
14 Langchain-Chatchat 35876 5995 TypeScript 109 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 35217 5676 Python 49 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 2025-08-14T02:30:50Z
16 pathway 31000 854 Python 44 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2025-08-14T03:44:25Z
17 khoj 30713 1768 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. 2025-08-12T05:29:35Z
18 llm-app 29452 843 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. 2025-07-30T12:13:39Z
19 graphrag 27239 2830 Python 112 A modular graph-based Retrieval-Augmented Generation (RAG) system 2025-08-14T01:13:23Z
20 FastGPT 25475 6546 TypeScript 575 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. 2025-08-13T13:05:01Z
21 kotaemon 22933 1853 Python 193 An open-source RAG-based tool for chatting with your documents. 2025-07-04T11:31:58Z
22 haystack 21867 2303 Python 113 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. 2025-08-13T16:40:27Z
23 pandas-ai 21757 2109 Python 13 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-08-13T12:59:44Z
24 chroma 21640 1710 Rust 220 Open-source search and retrieval database for AI applications. 2025-08-14T02:49:19Z
25 Scrapegraph-ai 21022 1787 Python 12 Python scraper based on AI 2025-08-13T09:50:52Z
26 RAG_Techniques 19972 2172 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 vanna 19843 1817 Python 195 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄. 2025-04-10T03:18:09Z
28 LightRAG 19456 2764 Python 101 “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2025-08-13T22:19:15Z
29 crawlee 18750 911 TypeScript 157 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. 2025-08-13T17:53:28Z
30 llama-cookbook 17743 2586 Jupyter Notebook 19 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 2025-08-13T20:40:11Z
31 MaxKB 17689 2309 Python 134 🔥 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。 2025-08-14T03:37:56Z
32 DB-GPT 17139 2376 Python 422 AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents 2025-08-07T02:34:14Z
33 ai-engineering-hub 17133 2872 Jupyter Notebook 26 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2025-08-11T19:29:06Z
34 DocsGPT 16947 1776 TypeScript 25 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. 2025-08-13T17:24:35Z
35 graphiti 16768 1457 Python 85 Build Real-Time Knowledge Graphs for AI Agents 2025-08-13T15:56:20Z
36 eliza 16598 5297 TypeScript 62 Autonomous agents for everyone 2025-08-14T02:27:43Z
37 RagaAI-Catalyst 16042 3721 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
38 mastra 15766 1006 TypeScript 208 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-08-14T03:45:54Z
39 coze-studio 15436 2025 TypeScript 197 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. 2025-08-14T03:49:33Z
40 happy-llm 15033 1175 Jupyter Notebook 7 📚 从零开始的大语言模型原理与实践教程 2025-08-07T11:37:06Z
41 llmware 14264 2878 Python 65 Unified framework for building enterprise RAG pipelines with small, specialized models 2025-07-24T19:13:39Z
42 onyx 13294 1822 Python 140 Gen-AI Chat for Teams - Think ChatGPT if it had access to your team’s unique knowledge. 2025-08-14T00:46:37Z
43 LangBot 12992 1031 Python 104 🤩 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 2025-08-13T12:54:50Z
44 opik 12544 870 Python 100 Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. 2025-08-14T00:18:04Z
45 12-factor-agents 12464 843 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
46 txtai 11385 725 Python 8 💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows 2025-08-13T16:27:07Z
47 Qwen-Agent 10930 972 Python 333 Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. 2025-07-25T04:51:33Z
48 ragas 10321 1022 Python 367 Supercharge Your LLM Application Evaluations 🚀 2025-08-13T17:51:01Z
49 WrenAI 9789 986 TypeScript 199 ⚡️ 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. 2025-08-14T03:14:42Z
50 orama 9638 354 TypeScript 35 🌌 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. 2025-07-12T20:45:30Z
51 llm-universe 9578 1030 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 bisheng 9352 1525 TypeScript 133 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. 2025-08-14T03:18:45Z
53 memvid 8287 703 Python 30 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
54 reor 8176 497 JavaScript 110 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
55 promptfoo 7973 654 TypeScript 185 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. 2025-08-13T21:12:07Z
56 aichat 7705 508 Rust 3 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. 2025-08-10T23:46:09Z
57 Upsonic 7645 718 Python 52 The most reliable AI agent framework that supports MCP. 2025-08-13T18:11:04Z
58 paper-qa 7633 761 Python 121 High accuracy RAG for answering questions from scientific documents with citations 2025-08-12T21:47:26Z
59 KAG 7625 563 Python 186 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 note-gen 7586 501 TypeScript 67 A cross-platform Markdown AI note-taking software. 2025-08-14T03:27:51Z
61 sim 7252 952 TypeScript 30 Sim 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. 2025-08-14T01:55:23Z
62 Verba 7239 799 Python 51 Retrieval Augmented Generation (RAG) chatbot powered by Weaviate 2025-07-14T11:24:41Z
63 R2R 7178 584 Python 94 SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API. 2025-07-01T20:04:21Z
64 deep-searcher 6798 673 Python 38 Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python. 2025-07-10T12:40:41Z
65 cognee 6708 548 Python 19 Memory for AI Agents in 5 lines of code 2025-08-13T20:08:13Z
66 rags 6500 664 Python 29 Build ChatGPT over your data, all with natural language 2024-04-05T05:36:59Z
67 postgresml 6433 332 Rust 81 Postgres with GPUs for ML/AI apps. 2025-07-01T12:26:02Z
68 SurfSense 6348 484 TypeScript 30 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 2025-08-14T00:59:19Z
69 vespa 6287 656 Java 203 AI + Data, online. https://vespa.ai 2025-08-13T20:08:05Z
70 crawlee-python 6162 426 Python 69 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. 2025-08-13T13:49:16Z
71 LaVague 6128 559 Python 93 Large Action Model framework to develop AI Web Agents 2025-01-21T13:41:48Z
72 superagent 6086 931 TypeScript 56 🥷 Run AI-agents with an API 2025-08-06T05:13:19Z
73 WebAgent 6005 448 Python 19 🌐 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 2025-08-13T06:53:41Z
74 awesome-LLM-resources 5907 574 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. 2025-08-10T04:27:38Z
75 pyspur 5347 382 TypeScript 26 A visual playground for agentic workflows: Iterate over your agents 10x faster 2025-07-20T19:18:16Z
76 TaskingAI 5275 348 Python 27 The open source platform for AI-native application development. 2024-12-02T22:18:38Z
77 rag-from-scratch 5252 1396 Jupyter Notebook 20 None 2025-06-26T03:16:10Z
78 obsidian-copilot 5152 423 TypeScript 251 THE Copilot in Obsidian 2025-08-14T02:44:20Z
79 superduper 5130 512 Python 29 Superduper: End-to-end framework for building custom AI applications and agents. 2025-08-13T13:33:18Z
80 pgai 5124 264 PLpgSQL 20 A suite of tools to develop RAG, semantic search, and other AI applications more easily with PostgreSQL 2025-08-11T09:01:30Z
81 sparrow 4944 499 Python 0 Structured data extraction and instruction calling with ML, LLM and Vision LLM 2025-07-04T19:38:35Z
82 potpie 4850 449 Python 38 Prompt-To-Agent : Create custom engineering agents for your codebase 2025-08-10T01:00:01Z
83 trafilatura 4575 304 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
84 refly 4485 391 TypeScript 76 The Open-Source Agentic Workspace for Human-AI Collaboration. 2025-08-14T03:11:09Z
85 eko 4344 363 TypeScript 3 Eko (Eko Keeps Operating) - Build Production-ready Agentic Workflow with Natural Language - eko.fellou.ai 2025-08-12T13:48:31Z
86 ragapp 4299 481 TypeScript 49 The easiest way to use Agentic RAG in any enterprise 2025-01-22T14:23:25Z
87 cognita 4185 345 Python 11 RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry 2025-02-21T11:10:29Z
88 AutoRAG 4182 331 Python 125 AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation 2025-07-04T09:06:46Z
89 llm-twin-course 4080 680 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
90 infinity 3992 378 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 2025-08-14T02:16:17Z
91 gptme 3953 331 Python 74 Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web, vision. 2025-08-14T03:17:20Z
92 casibase 3952 471 Go 45 ⚡️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 2025-08-12T17:48:16Z
93 LLMForEverybody 3928 386 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
94 GenAI-Showcase 3899 657 Jupyter Notebook 5 GenAI Cookbook 2025-08-11T18:15:35Z
95 LLM-Engineers-Handbook 3872 877 Python 14 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
96 llm-graph-builder 3811 665 Jupyter Notebook 40 Neo4j graph construction from unstructured data using LLMs 2025-08-06T06:59:52Z
97 ruoyi-ai 3636 883 Java 15 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。 2025-08-13T04:39:24Z
98 RAGatouille 3628 255 Python 87 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
99 langroid 3606 341 Python 49 Harness LLMs with Multi-Agent Programming 2025-07-20T17:29:23Z
100 dataherald 3541 258 Python 7 Interact with your SQL database, Natural Language to SQL using LLMs 2024-07-24T17:37:41Z