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 157467 24816 TypeScript 410 Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack. 2026-09-29T09:34:24Z
2 open-webui 153500 22449 Python 243 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-09-28T03:59:54Z
3 langchain 147238 24649 Python 484 The agent engineering platform. 2026-09-29T08:33:48Z
4 awesome-llm-apps 140143 20578 Python 8 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source. 2026-09-29T04:56:53Z
5 graphify 122247 11778 Python 701 Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store. 2026-09-28T08:28:51Z
6 claude-mem 94885 8395 TypeScript 75 Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More 2026-09-28T22:37:31Z
7 ragflow 91470 10859 Go 1161 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 2026-09-29T09:43:04Z
8 PaddleOCR 90393 11425 Python 174 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. 2026-09-16T03:31:50Z
9 crawl4ai 84458 8736 Python 41 Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key. 2026-09-25T06:37:14Z
10 hello-agents 81246 10098 Python 77 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程 2026-09-26T08:03:12Z
11 Prompt-Engineering-Guide 78706 8650 MDX 183 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. 2026-03-11T20:09:13Z
12 headroom 74054 5721 Python 234 Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server. 2026-09-29T05:55:43Z
13 ruflo 73468 8725 TypeScript 674 🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated 2026-09-29T06:35:54Z
14 anything-llm 66581 7422 JavaScript 300 Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience 2026-09-28T22:05:18Z
15 mem0 66285 7802 Python 342 The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production. 2026-09-25T17:36:35Z
16 pathway 62220 1682 Python 29 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-09-28T13:35:37Z
17 llm-app 58873 1501 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. 2026-07-05T17:59:07Z
18 private-gpt 57548 7620 Python 2 Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference server. 2026-09-22T11:32:31Z
19 Flowise 55489 25052 TypeScript 699 Build AI Agents, Visually 2026-08-13T12:38:19Z
20 llama_index 52347 8244 Python 248 LlamaIndex is the document processing platform for AI 2026-09-29T04:49:06Z
21 ai-agent-book 51671 5814 Python 9 《深入理解 AI Agent:设计原理与工程实践》(李博杰 著)开源主仓库:全书正文、编译版 PDF 与按章配套代码 2026-09-29T03:02:25Z
22 JeecgBoot 48023 16195 Java 30 【低代码v2.0,一句话即可生成整个系统】企业级AI低代码平台,一键生成前后端代码甚至整个系统。 AI Skills 一句话画流程、设计表单、生成报表、大屏。内置 AI应用平台涵盖:AI聊天、知识库、流程编排、MCP插件等,兼容主流大模型。引领AI低代码「Skills 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式,解决 Java 项目 90% 重复工作,提高效率又不失灵活。 2026-09-22T14:26:15Z
23 milvus 46281 4276 Go 1041 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-09-29T08:37:37Z
24 langgraph 42451 7190 Python 589 Build resilient agents. 2026-09-29T00:01:03Z
25 DeepTutor 40483 5109 Python 105 DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/. 2026-09-27T05:34:30Z
26 LightRAG 39916 5637 Python 201 [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation 2026-09-28T11:19:55Z
27 quivr 39562 3735 Python 9 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. 2026-08-31T18:02:45Z
28 OpenViking 38943 3047 Python 210 Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills. 2026-09-29T09:31:18Z
29 Langchain-Chatchat 38665 6261 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
30 ai-engineering-hub 38082 6255 Jupyter Notebook 23 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2026-09-10T21:32:11Z
31 khoj 37532 2497 Python 106 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. 2026-08-02T01:55:40Z
32 Vane 36934 4101 TypeScript 235 Vane is an AI-powered answering engine. 2026-09-01T14:12:12Z
33 PageIndex 36660 3215 Python 36 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG 2026-09-28T14:01:31Z
34 graphrag 36155 3814 Python 12 A modular graph-based Retrieval-Augmented Generation (RAG) system 2026-09-28T07:34:36Z
35 happy-llm 34113 3216 Jupyter Notebook 55 📚 从零开始构建大模型 2026-08-08T17:18:48Z
36 book-to-skill 32977 3442 Python 10 Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work. 2026-09-28T21:28:53Z
37 onyx 32282 4513 Python 153 Open Source AI Platform - AI Chat with advanced features that works with every LLM 2026-09-29T05:05:05Z
38 Scrapegraph-ai 31413 3173 Python 8 Python scraper based on AI 2026-09-25T14:26:28Z
39 graphiti 31296 3203 Python 235 Build Real-Time Knowledge Graphs for AI Agents 2026-09-28T23:15:30Z
40 WeKnora 31131 4158 Go 326 Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. 2026-09-29T09:19:26Z
41 FastGPT 29768 7322 TypeScript 153 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. 2026-09-29T09:20:12Z
42 sim 29750 3847 TypeScript 124 Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders. 2026-09-29T08:15:59Z
43 RAG_Techniques 29625 3625 Jupyter Notebook 1 This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial. 2026-09-21T10:54:13Z
44 opendataloader-pdf 29399 2800 Java 67 PDF Parser for AI-ready data. Automate PDF accessibility. Open-source. 2026-09-28T05:25:12Z
45 haystack 26630 3203 Python 93 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. 2026-09-29T09:41:50Z
46 12-factor-agents 26443 1981 TypeScript 15 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
47 crawlee 25935 1683 TypeScript 95 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. 2026-09-29T09:17:36Z
48 kotaemon 25784 2156 Python 218 An open-source RAG-based tool for chatting with your documents. 2026-07-14T16:53:59Z
49 awesome-n8n-templates 25645 6481 None 2 280+ free n8n automation templates — ready-to-use workflows for Gmail, Telegram, Slack, Discord, WhatsApp, Google Drive, Notion, OpenAI, and more. AI agents, RAG chatbots, email automation, social media, DevOps, and document processing. The largest open-source n8n template collection. 2026-09-12T13:00:32Z
50 promptfoo 25551 2394 TypeScript 128 Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic. 2026-09-29T09:12:29Z
51 GenAI_Agents 24410 4118 Jupyter Notebook 3 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. 2026-09-28T15:10:23Z
52 CV 23847 2657 Jupyter Notebook 22 ✅(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】 2026-09-20T00:41:31Z
53 pandas-ai 23811 2333 Python 6 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-10-28T10:02:13Z
54 vanna 23809 2523 Python 227 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2026-02-02T14:14:20Z
55 RAG-Anything 23452 2730 Python 98 “RAG-Anything: All-in-One RAG Framework” 2026-09-15T02:37:26Z
56 MaxKB 22890 3164 Python 18 🔥 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。 2026-09-29T09:39:45Z
57 opik 22284 1829 Python 112 Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. 2026-09-29T09:35:44Z
58 coze-studio 21654 3122 TypeScript 498 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. 2026-07-29T03:18:43Z
59 agents-towards-production 21510 2853 Jupyter Notebook 0 End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment. 2026-09-21T10:54:17Z
60 ai-guide 20582 2286 JavaScript 0 程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude / GLM)、最新 AI 资讯、Prompt 提示词大全、AI 知识百科(Agent Skills / RAG / MCP / A2A)、AI 编程教程(Harness Engineering)、AI 工具用法(Cursor / Claude Code / TRAE / Codex / Copilot)、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 aiguide,已升级为鱼皮 AI 导航网站 2026-09-28T03:09:27Z
61 llm_wiki 20073 2267 TypeScript 169 LLM Wiki is a cross-platform desktop application that turns your documents into an organized, interlinked knowledge base — automatically. Instead of traditional RAG (retrieve-and-answer from scratch every time), the LLM incrementally builds and maintains a persistent wiki from your sources。 2026-09-28T01:43:23Z
62 DB-GPT 20066 2945 Python 374 open-source agentic AI data assistant for the next generation of AI + Data products. 2026-09-29T08:39:22Z
63 eliza 19515 5772 TypeScript 23 Open source agentic operating system 2026-09-29T01:17:22Z
64 llama-cookbook 18557 2756 Jupyter Notebook 22 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 2026-05-19T18:42:31Z
65 DocsGPT 18295 2162 Python 26 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. 2026-09-29T08:23:16Z
66 LangBot 17977 1615 Python 106 Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ 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 / Matrix e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, GLM, Ollama, SiliconFlow, Moonshot, openclaw / hermes agent, deerflow 2026-09-28T20:17:08Z
67 WrenAI 17776 2031 Python 214 GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more. 2026-09-29T09:04:18Z
68 turbovec 17256 1477 Rust 20 A vector index built on TurboQuant, written in Rust with Python bindings 2026-09-13T13:59:46Z
69 Qwen-Agent 17132 1737 Python 431 Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. 2026-03-04T08:15:07Z
70 Memori 16997 3610 Python 14 Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises. 2026-09-18T00:03:15Z
71 memvid 16565 1421 Rust 14 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. 2026-07-14T14:39:07Z
72 SurfSense 16291 1562 Python 174 Air gapped, privacy focused open source NotebookLM alternative. Join our Discord: https://discord.gg/ejRNvftDp9 2026-09-29T00:12:38Z
73 RagaAI-Catalyst 16166 3566 Python 16 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
74 zvec 16027 1006 C++ 32 A lightweight, lightning-fast, in-process vector database 2026-09-29T05:56:15Z
75 awesome-ai-apps 15926 1846 Python 52 A collection of projects showcasing RAG, agents, workflows, and other AI use cases 2026-09-18T10:01:26Z
76 ragas 15872 1730 Python 379 Supercharge Your LLM Application Evaluations 🚀 2026-02-24T07:47:19Z
77 easy-dataset 14961 1537 JavaScript 118 A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval 2026-05-01T15:03:32Z
78 llmware 14827 2933 Python 71 Unified framework for building enterprise RAG pipelines with small, specialized models 2026-05-17T13:53:37Z
79 llm-universe 14060 1421 Jupyter Notebook 9 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/ 2026-08-27T03:08:26Z
80 EverOS 13271 924 Python 46 One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows. 2026-09-29T01:35:59Z
81 langchain4j 13172 2574 Java 624 LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including MCP support), agents and RAG easy. It integrates seamlessly with enterprise Java frameworks like Quarkus and Spring Boot. 2026-09-29T07:44:10Z
82 txtai 12986 903 Python 18 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows 2026-09-28T14:46:10Z
83 LEANN 12966 1173 Python 37 [MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device. 2026-09-28T15:35:05Z
84 note-gen 12854 973 TypeScript 81 Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with AI. 2026-09-29T08:22:07Z
85 garden-skills 12680 1523 CSS 9 ConardLi’s open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more. 2026-07-12T14:36:31Z
86 claude-context 12574 937 TypeScript 80 Code search MCP for Claude Code. Make entire codebase the context for any coding agent. 2026-07-14T12:00:38Z
87 bisheng 12015 1974 Python 98 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. 2026-09-29T09:14:03Z
88 MemOS 11633 1065 TypeScript 55 Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support. 2026-09-29T03:09:34Z
89 cocoindex 11626 907 Rust 58 Incremental engine for long horizon agents 🌟 Star if you like it! 2026-09-28T13:19:35Z
90 all-in-rag 11534 5696 Python 18 🔍大模型应用开发实战一:RAG 技术全栈指南,在线阅读地址:https://datawhalechina.github.io/all-in-rag/ 2026-09-04T08:15:30Z
91 voltagent 10697 1146 TypeScript 41 AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework 2026-09-28T02:04:53Z
92 orama 10567 402 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. 2026-09-28T21:13:45Z
93 aichat 10473 747 Rust 50 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. 2026-02-23T11:16:42Z
94 AgentGuide 10250 974 MDX 2 https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习|数据合成 2026-09-15T06:38:22Z
95 PixelRAG 10113 866 Python 7 https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/ 2026-09-27T08:41:28Z
96 crawlee-python 9563 812 Python 85 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 Parsel, BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation. 2026-09-29T09:24:51Z
97 rag-from-scratch 9397 2225 Jupyter Notebook 25 None 2025-06-26T03:16:10Z
98 xberg 9351 585 Rust 9 Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages. Fifteen bindings, with CLI, REST API, and MCP server. 2026-09-29T06:24:28Z
99 paper-qa 9271 925 Python 133 High accuracy RAG for answering questions from scientific documents with citations 2026-09-25T01:12:03Z
100 deeplake 9244 725 C++ 50 Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training. 2026-05-21T15:28:00Z