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 145793 22919 TypeScript 302 Production-ready platform for agentic workflow development. 2026-06-19T08:25:46Z
2 open-webui 142212 20434 Python 218 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-06-18T22:16:09Z
3 langchain 139684 23156 Python 323 The agent engineering platform. 2026-06-18T20:35:33Z
4 awesome-llm-apps 115002 17067 Python 7 100+ AI Agent & RAG apps you can actually run — clone, customize, ship. 2026-06-15T01:00:09Z
5 claude-mem 83182 7195 JavaScript 76 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 2026-06-18T21:50:00Z
6 ragflow 83156 9630 Python 2635 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 2026-06-19T07:09:54Z
7 PaddleOCR 83029 10825 Python 173 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. 2026-06-16T08:16:18Z
8 Prompt-Engineering-Guide 75735 8235 MDX 178 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. 2026-03-11T20:09:13Z
9 graphify 69260 6974 Python 163 AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph. 2026-06-18T21:55:56Z
10 pathway 62920 1675 Python 35 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-06-19T05:26:16Z
11 anything-llm 61802 6737 JavaScript 289 Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience 2026-06-19T01:13:32Z
12 hello-agents 60273 7415 Python 75 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程 2026-06-18T15:59:33Z
13 ruflo 60226 6987 TypeScript 457 🌊 The leading agent meta-harness for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration 2026-06-19T06:08:16Z
14 llm-app 59312 1432 Jupyter Notebook 6 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. 2026-06-10T12:49:56Z
15 mem0 58904 6782 Python 103 Universal memory layer for AI Agents 2026-06-19T08:27:57Z
16 Flowise 53716 24535 TypeScript 671 Build AI Agents, Visually 2026-06-16T11:05:50Z
17 llama_index 50223 7585 Python 187 LlamaIndex is the leading document agent and OCR platform 2026-06-18T21:22:57Z
18 JeecgBoot 46787 16056 Java 13 AI 低代码平台「低代码 + 零代码」双驱动!低代码可一键生成前后端代码;零代码可 5 分钟搭建系统;AI Skills 一句话画流程、设计表单、生成整套系统。内置 AI聊天、知识库、流程编排、MCP插件等,兼容主流大模型。引领「AI 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式,消除 Java 项目 80% 的重复工作,提效而不失灵活。 2026-06-16T22:24:45Z
19 milvus 44844 4075 Go 703 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-06-19T04:29:23Z
20 GitNexus 42435 4799 TypeScript 215 GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a git repository (Github, Gitlab, Azure, Local) or ZIP file, and get an interactive knowledge graph with a built in Graph RAG Agent. Perfect for code exploration 2026-06-19T08:20:24Z
21 minds 39314 6206 Makefile 0 General-purpose AI designed for knowledge workers — creators, strategists, and operators — and individuals seeking AI systems they can truly control to help them get work done, with full flexibility to extend and deploy anywhere (VPC, on-prem, or cloud). 2026-06-18T17:43:31Z
22 quivr 39165 3724 Python 6 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
23 Langchain-Chatchat 38190 6217 Python 10 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
24 LightRAG 36764 5187 Python 202 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2026-06-18T18:05:25Z
25 headroom 35918 2432 Python 200 Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server. 2026-06-19T05:56:53Z
26 ai-engineering-hub 35864 5951 Jupyter Notebook 19 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2026-06-08T11:18:11Z
27 Vane 35361 3898 TypeScript 218 Vane is an AI-powered answering engine. 2026-04-11T14:33:06Z
28 khoj 35201 2253 Python 86 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. 2026-03-26T03:35:43Z
29 langgraph 35184 5891 Python 353 Build resilient agents. 2026-06-19T08:36:33Z
30 graphrag 33855 3588 Python 40 A modular graph-based Retrieval-Augmented Generation (RAG) system 2026-06-18T21:34:48Z
31 PageIndex 33205 2890 Python 93 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG 2026-06-18T23:44:29Z
32 happy-llm 31395 2974 Jupyter Notebook 52 📚 从零开始构建大模型 2026-05-06T16:17:10Z
33 onyx 30420 4160 Python 126 Open Source AI Platform - AI Chat with advanced features that works with every LLM 2026-06-19T02:11:40Z
34 sim 28818 3663 TypeScript 105 Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce. 2026-06-19T07:22:34Z
35 FastGPT 28545 7165 TypeScript 165 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. 2026-06-18T14:13:55Z
36 RAG_Techniques 28044 3394 Jupyter Notebook 7 This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial. 2026-06-17T20:54:18Z
37 graphiti 27603 2767 Python 244 Build Real-Time Knowledge Graphs for AI Agents 2026-06-19T00:37:03Z
38 Scrapegraph-ai 27336 2580 Python 0 Python scraper based on AI 2026-06-15T14:03:01Z
39 OpenViking 25806 1996 Python 70 OpenViking is an open-source context database designed specifically for AI Agents(such as openclaw). OpenViking unifies the management of context (memory, resources, and skills) that Agents need through a file system paradigm, enabling hierarchical context delivery and self-evolving. 2026-06-19T08:11:32Z
40 haystack 25606 2865 MDX 82 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. 2026-06-19T07:53:37Z
41 kotaemon 25473 2123 Python 211 An open-source RAG-based tool for chatting with your documents. 2026-06-09T09:55:55Z
42 opendataloader-pdf 25323 2394 Java 48 PDF Parser for AI-ready data. Automate PDF accessibility. Open-source. 2026-06-19T07:49:09Z
43 DeepTutor 24837 3354 Python 33 DeepTutor: Agent-native Personalized Tutoring. https://deeptutor.info/. 2026-06-18T14:17:25Z
44 crawlee 23822 1437 TypeScript 139 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. 2026-06-19T08:08:29Z
45 vanna 23651 2429 Python 226 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2026-02-02T14:14:20Z
46 pandas-ai 23589 2325 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
47 12-factor-agents 23400 1787 TypeScript 13 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
48 awesome-n8n-templates 23107 6164 None 8 280+ 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. 2026-06-18T11:18:22Z
49 GenAI_Agents 22723 3816 Jupyter Notebook 3 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. 2026-06-17T20:54:15Z
50 promptfoo 22368 1995 TypeScript 82 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. 2026-06-19T03:48:04Z
51 CV 21984 2516 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】 2026-04-27T00:45:57Z
52 RAG-Anything 21438 2504 Python 99 “RAG-Anything: All-in-One RAG Framework” 2026-06-15T04:43:54Z
53 MaxKB 21365 2900 Python 51 🔥 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。 2026-06-18T07:16:00Z
54 coze-studio 21002 3055 TypeScript 477 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. 2026-04-20T09:20:44Z
55 agents-towards-production 20777 2761 Jupyter Notebook 5 End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment. 2026-06-17T20:54:13Z
56 opik 19694 1523 Python 88 Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. 2026-06-19T08:38:22Z
57 DB-GPT 19021 2742 Python 366 open-source agentic AI data assistant for the next generation of AI + Data products. 2026-06-18T15:48:24Z
58 eliza 18602 5562 TypeScript 9 Open source agentic operating system 2026-06-19T08:29:35Z
59 llama-cookbook 18368 2741 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 2026-05-19T18:42:31Z
60 DocsGPT 17941 2063 Python 21 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. 2026-06-18T16:10:09Z
61 Qwen-Agent 16579 1649 Python 416 Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. 2026-03-04T08:15:07Z
62 WeKnora 16472 2127 Go 198 Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. 2026-06-18T10:50:20Z
63 LangBot 16364 1454 Python 114 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 2026-06-19T08:09:49Z
64 RagaAI-Catalyst 16154 3596 Python 17 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
65 ai-guide 16041 1806 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 2026-06-04T12:40:40Z
66 memvid 15669 1354 Rust 10 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. 2026-05-27T19:31:24Z
67 WrenAI 15577 1771 Python 269 Give AI agents the context to query business data correctly through the open context layer that gives AI agents grounded, governed memory, context, SQL across 20+ data sources, that helps you build agentic GenBI, text-to-sql, dashboards, and agentic analytics. 2026-06-18T05:01:46Z
68 Memori 15323 2605 Python 9 Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. 2026-06-15T23:18:56Z
69 SurfSense 14991 1429 Python 96 An open source, privacy focused alternative to NotebookLM for teams with no data limits. Join our Discord: https://discord.gg/ejRNvftDp9 2026-06-18T22:00:05Z
70 llmware 14834 2921 Python 70 Unified framework for building enterprise RAG pipelines with small, specialized models 2026-05-17T13:53:37Z
71 easy-dataset 14484 1474 JavaScript 110 A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval 2026-05-01T15:03:32Z
72 ragas 14431 1494 Python 319 Supercharge Your LLM Application Evaluations 🚀 2026-02-24T07:47:19Z
73 llm-universe 13288 1358 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/ 2026-02-24T14:33:21Z
74 awesome-ai-apps 12864 1644 Python 42 A collection of projects showcasing RAG, agents, workflows, and other AI use cases 2026-06-16T21:33:09Z
75 txtai 12669 835 Python 8 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows 2026-06-18T17:35:06Z
76 LEANN 12420 1115 Python 39 [MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device. 2026-06-17T05:38:01Z
77 langchain4j 12367 2314 Java 595 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. 2026-06-19T08:15:32Z
78 note-gen 12187 923 TypeScript 133 A cross-platform Markdown AI note-taking software. 2026-06-16T09:43:25Z
79 llm_wiki 12042 1458 TypeScript 126 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。 2026-06-18T04:30:26Z
80 turbovec 11945 1049 Python 8 A vector index built on TurboQuant, written in Rust with Python bindings 2026-06-10T18:07:32Z
81 claude-context 11891 880 TypeScript 72 Code search MCP for Claude Code. Make entire codebase the context for any coding agent. 2026-06-08T08:31:15Z
82 bisheng 11459 1869 TypeScript 106 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. 2026-06-19T08:14:23Z
83 zvec 11379 659 C++ 25 A lightweight, lightning-fast, in-process vector database 2026-06-17T06:18:12Z
84 orama 10416 392 TypeScript 20 🌌 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. 2026-02-13T20:10:48Z
85 cocoindex 10402 808 Python 45 Incremental engine for long horizon agents 🌟 Star if you like it! 2026-06-18T06:58:22Z
86 aichat 10152 701 Rust 43 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
87 MemOS 9925 906 TypeScript 144 Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings 2026-06-18T07:46:50Z
88 voltagent 9681 1002 TypeScript 28 AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework 2026-06-08T20:06:55Z
89 crawlee-python 9204 757 Python 76 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. 2026-06-19T07:44:31Z
90 deeplake 9178 715 C++ 54 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
91 KAG 8833 689 Python 163 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
92 all-in-rag 8729 4351 Python 12 🔍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/ 2026-06-05T08:29:26Z
93 paper-qa 8726 883 Python 133 High accuracy RAG for answering questions from scientific documents with citations 2026-06-11T18:43:29Z
94 rag-from-scratch 8658 2070 Jupyter Notebook 24 None 2025-06-26T03:16:10Z
95 reor 8563 527 JavaScript 113 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
96 awesome-LLM-resources 8554 897 None 0 🧑‍🚀 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. 2026-06-16T06:55:12Z
97 kreuzberg 8506 499 Rust 16 A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, R, C, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP server. 2026-06-19T08:32:44Z
98 garden-skills 8337 1124 CSS 5 ConardLi’s open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more. 2026-06-10T13:43:52Z
99 PraisonAI 8187 1264 Python 104 PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, RAG, and support for 100+ LLMs. 2026-06-19T08:23:18Z
100 deep-searcher 7895 763 Python 42 Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python. 2025-11-19T06:04:16Z