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 129517 20155 TypeScript 407 Production-ready platform for agentic workflow development. 2026-02-13T04:59:47Z
2 langchain 126582 20825 Python 230 🦜🔗 The platform for reliable agents. 2026-02-13T00:34:03Z
3 open-webui 123755 17483 Python 167 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-02-13T01:42:52Z
4 awesome-llm-apps 94438 13691 Python 4 Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. 2026-02-12T16:39:30Z
5 ragflow 73228 8122 Python 2924 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 2026-02-12T13:34:54Z
6 PaddleOCR 70714 9825 Python 257 Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages. 2026-02-13T04:28:09Z
7 Prompt-Engineering-Guide 70296 7508 MDX 163 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. 2026-02-01T21:11:28Z
8 pathway 59377 1599 Python 25 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-02-13T00:51:47Z
9 llm-app 56025 1332 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. 2026-01-07T11:59:38Z
10 anything-llm 54514 5869 JavaScript 257 The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. 2026-02-13T04:48:10Z
11 Flowise 49085 23724 TypeScript 642 Build AI Agents, Visually 2026-02-13T03:06:45Z
12 mem0 47275 5243 Python 412 Universal memory layer for AI Agents 2026-02-03T05:37:18Z
13 llama_index 46972 6813 Python 253 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2026-02-13T00:14:06Z
14 JeecgBoot 45220 15822 Java 37 【AI低代码平台】AI low-code platform empowers enterprises to quickly develop low-code solutions and build AI applications. 助力企业快速实现低代码开发和构建AI应用! AI应用平台涵盖:AI应用、AI模型、AI聊天助手、知识库、AI流程编排、MCP和插件,聊天式业务操作等。 强大代码生成器:实现前后端一键生成,无需手写代码! 显著提升效率节省成本,又不失灵活~ 2026-02-11T09:11:53Z
15 milvus 42740 3828 Go 832 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-02-13T04:50:45Z
16 quivr 38934 3722 Python 3 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
17 mindsdb 38449 6103 Python 74 Federated Query Engine for AI - The only MCP Server you’ll ever need 2026-02-12T22:04:41Z
18 Langchain-Chatchat 37286 6145 Python 12 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 2025-11-10T09:27:42Z
19 khoj 32489 1958 Python 82 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. 2026-01-06T20:15:01Z
20 graphrag 30914 3262 Python 29 A modular graph-based Retrieval-Augmented Generation (RAG) system 2026-02-12T22:42:34Z
21 ai-engineering-hub 28990 4729 Jupyter Notebook 29 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2026-01-30T10:40:58Z
22 Perplexica 28891 3067 TypeScript 174 Perplexica is an AI-powered answering engine. 2026-01-10T17:33:58Z
23 LightRAG 28293 4045 Python 155 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2026-02-12T18:08:58Z
24 claude-mem 27648 1856 TypeScript 53 A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresses it with AI (using Claude’s agent-sdk), and injects relevant context back into future sessions. 2026-02-13T04:51:23Z
25 FastGPT 27131 6931 TypeScript 146 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. 2026-02-13T03:38:01Z
26 sim 26408 3297 TypeScript 93 Open-source platform to build and deploy AI agent workflows. 2026-02-13T04:07:48Z
27 chroma 26101 2055 Rust 267 Open-source search and retrieval database for AI applications. 2026-02-13T04:11:12Z
28 happy-llm 25845 2404 Jupyter Notebook 37 📚 从零开始的大语言模型原理与实践教程 2026-01-29T06:37:00Z
29 kotaemon 25026 2085 Python 207 An open-source RAG-based tool for chatting with your documents. 2025-07-04T11:31:58Z
30 langgraph 24672 4294 Python 171 Build resilient language agents as graphs. 2026-02-12T23:24:04Z
31 RAG_Techniques 24655 2894 Jupyter Notebook 9 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. 2026-02-03T17:28:04Z
32 haystack 24179 2596 MDX 99 Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems. 2026-02-12T16:37:04Z
33 pandas-ai 23171 2277 Python 16 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-10-28T10:02:13Z
34 graphiti 22753 2250 Python 168 Build Real-Time Knowledge Graphs for AI Agents 2026-02-12T22:24:27Z
35 vanna 22660 2187 Python 220 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2026-02-02T14:14:20Z
36 Scrapegraph-ai 22627 1973 Python 2 Python scraper based on AI 2026-01-30T15:47:20Z
37 crawlee 21694 1207 TypeScript 137 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. 2026-02-12T18:48:28Z
38 hello-agents 20739 2368 Python 15 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程 2026-02-10T09:31:41Z
39 MaxKB 20122 2638 Python 59 🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。 2026-02-12T07:56:19Z
40 coze-studio 19879 2833 TypeScript 434 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. 2026-02-09T09:20:06Z
41 llama-cookbook 18205 2701 Jupyter Notebook 23 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 2025-11-03T16:25:20Z
42 12-factor-agents 18187 1387 TypeScript 11 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? 2025-09-21T14:37:40Z
43 DB-GPT 18131 2560 Python 429 AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents 2026-02-12T02:40:16Z
44 opik 17746 1351 Python 77 Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. 2026-02-13T00:59:15Z
45 DocsGPT 17708 1994 Python 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. 2026-02-12T16:01:51Z
46 eliza 17517 5434 TypeScript 123 Autonomous agents for everyone 2026-02-13T00:08:21Z
47 onyx 17412 2358 Python 123 Open Source AI Platform - AI Chat with advanced features that works with every LLM 2026-02-13T04:55:59Z
48 CV 17112 1978 Jupyter Notebook 15 ✔(已完结)超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】 2026-01-12T11:08:33Z
49 RagaAI-Catalyst 16096 3656 Python 11 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 2026-02-11T14:43:33Z
50 LangBot 15274 1306 Python 107 Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台. 提供 Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, MiniMax, Ollama, SiliconFlow, Moonshot, GLM, clawdbot / moltbot / openclaw 2026-02-11T08:55:38Z
51 PageIndex 14978 1088 Python 43 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG 2026-02-10T06:31:31Z
52 llmware 14851 2968 Python 66 Unified framework for building enterprise RAG pipelines with small, specialized models 2026-02-12T23:37:47Z
53 WrenAI 14388 1541 TypeScript 254 ⚡️ GenBI (Generative BI) queries any database in natural language, generates accurate SQL (Text-to-SQL), charts (Text-to-Chart), and AI-powered business intelligence in seconds. 2026-02-11T17:54:37Z
54 claude-flow 14009 1664 TypeScript 371 🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code support via MCP protocol. Ranked #1 in agent-based frameworks. 2026-02-12T16:48:31Z
55 easy-dataset 13361 1327 JavaScript 113 A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval 2026-01-24T08:25:41Z
56 Qwen-Agent 13258 1252 Python 383 Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. 2026-02-03T03:56:06Z
57 memvid 13096 1098 Rust 17 Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory. 2026-02-10T19:58:53Z
58 WeKnora 13035 1490 Go 99 LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm. 2026-02-11T12:34:45Z
59 RAG-Anything 12979 1550 Python 95 “RAG-Anything: All-in-One RAG Framework” 2026-01-26T09:09:21Z
60 SurfSense 12876 1145 Python 57 Connect any LLM to your internal knowledge sources and chat with it in real time alongside your team. OSS alternative to NotebookLM, Perplexity, and Glean. Join our Discord: https://discord.gg/ejRNvftDp9 2026-02-13T01:18:55Z
61 ragas 12597 1248 Python 266 Supercharge Your LLM Application Evaluations 🚀 2026-01-31T06:52:00Z
62 cognee 12287 1208 Python 32 Knowledge Engine for AI Agent Memory in 6 lines of code 2026-02-12T23:38:37Z
63 txtai 12141 770 Python 8 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows 2026-02-12T22:48:19Z
64 Memori 12057 1004 Python 24 SQL Native Memory Layer for LLMs, AI Agents & Multi-Agent Systems 2026-02-11T17:59:14Z
65 llm-universe 11892 1246 Jupyter Notebook 8 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/ 2026-01-10T15:46:48Z
66 daily_stock_analysis 11408 12170 Python 22 LLM驱动的 A/H/美股智能分析器,多数据源行情 + 实时新闻 + Gemini 决策仪表盘 + 多渠道推送,零成本,纯白嫖,定时运行 2026-02-12T14:26:22Z
67 bisheng 11103 1814 TypeScript 93 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. 2026-02-09T09:36:35Z
68 note-gen 10798 791 TypeScript 134 A cross-platform Markdown AI note-taking software. 2026-02-12T17:15:20Z
69 langchain4j 10740 1958 Java 554 LangChain4j is an open-source Java library that simplifies the integration of LLMs into Java applications through a unified API, providing access to popular LLMs and vector databases. It makes implementing RAG, tool calling (including support for MCP), and agents easy. LangChain4j integrates seamlessly with various enterprise Java frameworks. 2026-02-12T14:47:47Z
70 promptfoo 10441 920 TypeScript 84 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. 2026-02-13T01:06:14Z
71 DeepTutor 10247 1369 Python 17 “DeepTutor: AI-Powered Personalized Learning Assistant” 2026-02-13T04:41:51Z
72 orama 10149 379 TypeScript 18 🌌 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. 2026-01-31T03:08:33Z
73 LEANN 9973 864 Python 38 RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device. 2026-02-12T21:28:16Z
74 aichat 9287 613 Rust 28 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. 2026-01-29T03:14:22Z
75 awesome-ai-apps 8913 1111 Python 23 A collection of projects showcasing RAG, agents, workflows, and other AI use cases 2026-02-07T06:11:21Z
76 KAG 8537 656 Python 157 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. 2026-01-28T13:30:54Z
77 reor 8515 516 JavaScript 112 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
78 paper-qa 8092 819 Python 129 High accuracy RAG for answering questions from scientific documents with citations 2026-02-13T04:18:43Z
79 crawlee-python 8064 621 Python 79 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. 2026-02-12T13:46:39Z
80 Upsonic 7782 720 Python 8 Agent Framework For Fintech and Banks 2026-02-12T17:26:12Z
81 R2R 7677 629 Python 100 SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API. 2025-11-07T01:02:44Z
82 deep-searcher 7577 736 Python 40 Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python. 2025-11-19T06:04:16Z
83 Verba 7559 834 Python 53 Retrieval Augmented Generation (RAG) chatbot powered by Weaviate 2025-07-14T11:24:41Z
84 awesome-LLM-resources 7525 729 None 1 🧑‍🚀 全世界最好的LLM资料总结(多模态生成、Agent、辅助编程、AI审稿、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. 2026-02-11T13:41:08Z
85 rag-from-scratch 7331 1841 Jupyter Notebook 23 None 2025-06-26T03:16:10Z
86 ai-guide 6797 752 JavaScript 4 程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享大模型选择指南(DeepSeek / GPT / Gemini / Claude)、最新 AI 资讯、Prompt 提示词大全、AI 知识百科(RAG / MCP / A2A)、AI 编程技巧、AI 工具用法(Cursor / Claude Code / TRAE / Lovable / Agent Skills)、AI 开发框架教程(Spring AI / LangChain)、AI 产品变现指南,帮你快速掌握 AI 技术,走在时代前沿。本项目为开源文档版本,已升级为鱼皮 AI 导航网站 2026-02-06T07:59:30Z
87 vespa 6775 696 Java 228 AI + Data, online. https://vespa.ai 2026-02-12T23:01:40Z
88 postgresml 6695 354 Rust 82 Postgres with GPUs for ML/AI apps. 2025-07-01T12:26:02Z
89 rags 6536 664 Python 29 Build ChatGPT over your data, all with natural language 2024-04-05T05:36:59Z
90 LaVague 6301 582 Python 92 Large Action Model framework to develop AI Web Agents 2025-01-21T13:41:48Z
91 cocoindex 6097 451 Rust 56 Data transformation framework for AI. Ultra performant, with incremental processing. 🌟 Star if you like it! 2026-02-13T00:54:20Z
92 kreuzberg 5902 251 HTML 1 A polyglot document intelligence framework with a Rust core. Extract text, metadata, and structured information from PDFs, Office documents, images, and 75+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP server. 2026-02-12T18:44:18Z
93 voltagent 5868 564 TypeScript 23 AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework 2026-02-13T03:13:46Z
94 airweave 5743 701 Python 38 Open-source context retrieval layer for AI agents 2026-02-13T02:58:37Z
95 pgai 5738 299 PLpgSQL 13 A suite of tools to develop RAG, semantic search, and other AI applications more easily with PostgreSQL 2026-02-11T16:34:48Z
96 pyspur 5674 423 TypeScript 27 A visual playground for agentic workflows: Iterate over your agents 10x faster 2025-07-20T19:18:16Z
97 SQLBot 5518 612 JavaScript 72 🔥 基于大模型和 RAG 的智能问数系统,对话式数据分析神器。Text-to-SQL Generation via LLMs using RAG. 2026-02-12T09:51:03Z
98 genkit 5500 662 Python 646 Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google 2026-02-13T04:59:58Z
99 LLMForEverybody 5487 532 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 2026-02-05T13:27:15Z
100 Everywhere 5483 322 C# 27 Context-aware AI assistant for your desktop. Ready to respond intelligently, seamlessly integrating multiple LLMs and MCP tools. 2026-02-13T03:43:35Z