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 160650 25414 Python 541 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. 2026-11-08T09:45:38Z
2 open-webui 158080 22982 Svelte 155 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-11-08T10:07:13Z
3 langchain 149190 25090 Python 591 The agent engineering platform. 2026-11-08T08:15:55Z
4 graphify 144170 13800 Python 732 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. 2026-11-08T00:52:14Z
5 awesome-llm-apps 144146 21208 Python 2 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source. 2026-11-06T05:53:36Z
6 claude-mem 114651 9947 TypeScript 48 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 2026-11-08T08:59:55Z
7 ragflow 93754 11256 Go 916 RAGFlow is an agent-native database: a Retrieval-Augmented Generation (RAG) engine that grew into context infrastructure. 2026-11-06T13:09:08Z
8 PaddleOCR 92420 11634 Python 170 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 87077 9073 Python 57 Official Crawl4AI Cloud: a hosted web scraping, extraction, and search API for AI agents. Free API key, 1,000 credits a month, no card. Fully open source: this repo is the Apache-2.0 crawler that powers it, and you can self-host it. 2026-11-04T12:20:01Z
10 hello-agents 86386 10768 Python 91 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程 2026-10-13T22:28:54Z
11 ruflo 81207 9552 TypeScript 319 🌊 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 2026-11-07T04:46:23Z
12 Prompt-Engineering-Guide 79898 8768 MDX 189 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. 2026-03-11T20:09:13Z
13 headroom 79109 6184 Python 122 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. 2026-11-08T05:42:53Z
14 mem0 68611 8159 Python 466 The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production. 2026-11-06T16:53:07Z
15 anything-llm 68056 7685 JavaScript 327 Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience 2026-11-07T02:20:14Z
16 pathway 62008 1706 Python 30 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-11-08T06:39:03Z
17 serviette 58719 1545 Python 5 A no-code RAG server that keeps answers in sync with your documents. Works with 8 vector databases. Built on Pathway. 2026-11-02T15:57:46Z
18 private-gpt 57632 7623 Python 3 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. 2026-11-03T10:20:55Z
19 ai-agent-book 57436 6639 Python 26 《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 2026-10-08T15:06:27Z
20 DeepTutor 56574 6906 Python 167 DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/. 2026-11-07T15:18:10Z
21 Flowise 55561 25094 TypeScript 701 Build AI Agents, Visually 2026-08-13T12:38:19Z
22 llama_index 52843 8532 Python 390 LlamaIndex is the document processing platform for AI 2026-11-06T22:58:11Z
23 JeecgBoot 48398 16218 Java 6 【AI 时代的业务系统基座】企业级 AI 低代码平台:权限、多租户、工作流、报表、大屏、AI 知识库等通用能力开箱即用,AI 只需生成业务差异部分。AI Skills 一句话生成完整系统——建表、前后端代码、菜单权限、BPM 流程、表单、报表、大屏全自动。内置 AI 应用平台(聊天、知识库、流程编排、MCP),兼容主流大模型。Java + Vue3,支持单体/微服务与信创国产化。 2026-11-05T14:34:39Z
24 milvus 46613 4324 Go 1053 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-11-08T03:05:59Z
25 langgraph 44642 7691 Python 338 Build resilient agents. 2026-11-08T00:33:40Z
26 OpenViking 41770 3413 Python 445 Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills. 2026-11-08T10:00:32Z
27 ai-engineering-hub 41464 6627 Jupyter Notebook 26 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2026-11-01T04:39:16Z
28 LightRAG 40605 5766 Python 247 [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation 2026-11-05T18:04:46Z
29 PageIndex 40186 3458 Python 58 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG 2026-11-08T08:12:28Z
30 quivr 39636 3727 Go 10 An open-source engine that turns continuous content streams into search and monitoring. Durable ingestion, hybrid search, alerts, and plugins for formats, models and business rules. 2026-11-02T14:24:50Z
31 Langchain-Chatchat 38715 6254 Python 5 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
32 Vane 38066 4246 TypeScript 244 Vane is an AI-powered answering engine. 2026-09-01T14:12:12Z
33 khoj 38056 2537 Python 110 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
34 book-to-skill 37240 3942 Python 7 Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work. 2026-11-03T17:53:25Z
35 WeKnora 36783 5052 Go 505 Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. 2026-11-03T03:33:48Z
36 graphrag 36591 3872 Python 27 A modular graph-based Retrieval-Augmented Generation (RAG) system 2026-11-02T07:24:01Z
37 happy-llm 34807 3289 Jupyter Notebook 56 📚 从零开始构建大模型 2026-08-08T17:18:48Z
38 onyx 33282 4718 Python 168 Open Source AI Platform - AI Chat with advanced features that works with every LLM 2026-11-08T10:08:36Z
39 graphiti 32642 3355 Python 261 Build Real-Time Knowledge Graphs for AI Agents 2026-11-08T01:05:18Z
40 Scrapegraph-ai 32621 3327 Python 9 Python scraper based on AI 2026-10-06T08:27:54Z
41 RAG_Techniques 30267 3701 Jupyter Notebook 2 This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial. 2026-11-02T00:36:15Z
42 opendataloader-pdf 30226 2891 Java 16 PDF Parser for AI-ready data. Automate PDF accessibility. Open-source. 2026-11-06T11:15:43Z
43 sim 30072 3889 TypeScript 129 Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders. 2026-11-08T09:33:40Z
44 FastGPT 30000 7368 TypeScript 109 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. 2026-11-08T06:40:27Z
45 12-factor-agents 27041 2037 TypeScript 16 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
46 promptfoo 26950 2685 TypeScript 154 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. 2026-11-08T10:10:03Z
47 haystack 26943 3407 Python 94 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. 2026-11-07T02:11:09Z
48 crawlee 26372 1747 TypeScript 89 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. 2026-11-06T22:36:19Z
49 awesome-n8n-templates 26319 6610 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. 2026-09-12T13:00:32Z
50 kotaemon 25883 2168 Python 222 An open-source RAG-based tool for chatting with your documents. 2026-07-14T16:53:59Z
51 GenAI_Agents 24867 4178 Jupyter Notebook 3 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. 2026-11-02T00:45:58Z
52 RAG-Anything 24460 2864 Python 97 “RAG-Anything: All-in-One RAG Framework” 2026-11-02T04:42:10Z
53 CV 24243 2671 Jupyter Notebook 25 ✅(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
54 pandas-ai 23936 2343 Python 7 Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. 2025-10-28T10:02:13Z
55 vanna 23801 2550 Python 227 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2026-02-02T14:14:20Z
56 opik 23256 1931 Python 69 Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. 2026-11-07T02:36:50Z
57 MaxKB 23118 3215 Python 30 🔥 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。 2026-11-06T10:22:13Z
58 awesome-ai-engineering 22541 4857 None 40 🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems. 2026-10-21T16:19:25Z
59 ai-guide 21946 2390 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 2026-10-22T03:01:34Z
60 agents-towards-production 21849 2891 Jupyter Notebook 0 End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment. 2026-11-02T00:45:51Z
61 coze-studio 21806 3135 TypeScript 503 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
62 llm_wiki 21473 2437 TypeScript 190 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。 2026-10-21T11:17:29Z
63 DB-GPT 20272 3001 Python 397 open-source agentic AI data assistant for the next generation of AI + Data products. 2026-11-04T15:48:14Z
64 eliza 19789 5887 TypeScript 18 Open source agentic operating system 2026-11-08T07:46:51Z
65 LangBot 18802 1689 Python 104 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, Kimi, openclaw / hermes agent, deerflow 2026-11-08T05:37:01Z
66 xerj 18596 1374 Rust 83 AI search engine and MCP server for bots and agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference memory corpora. 2026-11-08T08:25:12Z
67 llama-cookbook 18584 2756 Jupyter Notebook 24 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
68 DocsGPT 18363 2246 Python 32 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. 2026-11-07T16:45:05Z
69 WrenAI 18106 2082 Python 171 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. 2026-11-06T11:25:33Z
70 turbovec 17476 1484 Rust 23 A vector index built on TurboQuant, written in Rust with Python bindings 2026-10-07T06:55:09Z
71 Memori 17462 3901 Python 26 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. 2026-10-03T01:33:14Z
72 memvid 17383 1468 Rust 15 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
73 Qwen-Agent 17257 1764 Python 444 Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. 2026-03-04T08:15:07Z
74 SurfSense 16804 1603 Python 54 Air-gapped, privacy-focused, open-source NotebookLM alternative. AI agent that researches, transforms, and edits your documents. Join our Discord: https://discord.gg/ejRNvftDp9 2026-11-08T03:01:43Z
75 awesome-ai-apps 16728 1887 Python 46 A collection of projects showcasing RAG, agents, workflows, and other AI use cases 2026-11-05T13:00:50Z
76 ragas 16259 1803 Python 391 Supercharge Your LLM Application Evaluations 🚀 2026-02-24T07:47:19Z
77 zvec 16213 1019 C++ 47 A lightweight, lightning-fast, in-process vector database 2026-11-06T08:49:07Z
78 RagaAI-Catalyst 16190 3570 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
79 easy-dataset 15095 1544 JavaScript 119 A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval 2026-05-01T15:03:32Z
80 llmware 14821 2927 Python 73 Unified framework for building enterprise RAG pipelines with small, specialized models 2026-10-01T16:09:57Z
81 garden-skills 14654 1695 JavaScript 10 ConardLi’s open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more. 2026-10-25T13:45:33Z
82 llm-universe 14277 1443 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
83 EverOS 13852 965 Python 18 One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows. 2026-11-07T02:32:56Z
84 LEANN 13779 1282 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. 2026-11-03T11:18:06Z
85 langchain4j 13371 2668 Java 694 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. 2026-11-06T18:13:39Z
86 txtai 13120 975 Python 6 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows 2026-11-06T23:17:03Z
87 note-gen 12991 985 TypeScript 47 Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with AI. 2026-11-04T13:45:40Z
88 all-in-rag 12945 6596 Python 20 🔍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/ 2026-09-30T21:49:22Z
89 claude-context 12676 939 TypeScript 81 Code search MCP for Claude Code. Make entire codebase the context for any coding agent. 2026-07-14T12:00:38Z
90 MemOS 12317 1114 TypeScript 59 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. 2026-11-07T16:48:42Z
91 bisheng 12177 2005 Python 7 BISHENG is an open-source enterprise Agent platform for building, deploying, and managing AI applications. It combines AI agents, workflows, RAG and knowledge management, desktop agent integration, and vibecoding app hosting with unified model management, evaluation, observability, access control, and enterprise administration. 2026-11-08T08:55:36Z
92 cocoindex 11831 929 Rust 58 Incremental engine for long horizon agents 🌟 Star if you like it! 2026-11-08T08:54:38Z
93 AgentGuide 11740 1103 MDX 0 AI Agent 开发指南 | Agent Harness | 上下文工程 | 高级 RAG | MCP | Agentic RL 强化学习 | LangGraph 实战 | 1.2 万+ 大模型面试题 | 算法岗 / 开发岗求职 | 转行大模型 2026-11-05T09:57:16Z
94 voltagent 10930 1191 TypeScript 53 AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework 2026-11-06T14:57:04Z
95 PixelRAG 10867 981 Python 10 https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/ 2026-11-05T22:59:52Z
96 orama 10603 410 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. 2026-10-18T16:53:33Z
97 aichat 10555 752 Rust 54 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
98 production-agentic-rag-course 10043 2183 Python 13 None 2026-06-05T07:23:49Z
99 crawlee-python 9655 821 Python 72 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. 2026-11-06T18:37:00Z
100 rag-from-scratch 9629 2257 Jupyter Notebook 26 None 2025-06-26T03:16:10Z