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 148458 23401 TypeScript 274 Production-ready platform for agentic workflow development. 2026-07-10T22:12:52Z
2 open-webui 145016 20998 Python 235 User-friendly AI Interface (Supports Ollama, OpenAI API, …) 2026-07-10T23:32:22Z
3 langchain 141490 23514 Python 354 The agent engineering platform. 2026-07-10T23:06:20Z
4 awesome-llm-apps 117673 17487 Python 0 100+ AI Agent & RAG apps you can actually run — clone, customize, ship. 2026-07-11T00:14:37Z
5 claude-mem 86792 7497 JavaScript 140 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 2026-07-09T23:56:37Z
6 PaddleOCR 85209 11002 Python 159 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. 2026-06-26T09:31:42Z
7 ragflow 84783 9901 Go 1968 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 2026-07-10T15:24:04Z
8 graphify 82037 8071 Python 213 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. 2026-07-10T20:57:18Z
9 Prompt-Engineering-Guide 76347 8359 MDX 179 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. 2026-03-11T20:09:13Z
10 hello-agents 65395 8103 Python 72 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程 2026-07-10T12:57:36Z
11 ruflo 63930 7555 TypeScript 504 🌊 The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code / Codex / Hermes and many more Integrated 2026-07-10T21:45:24Z
12 anything-llm 63090 6906 JavaScript 297 Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience 2026-07-11T01:30:19Z
13 pathway 62700 1668 Python 30 Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. 2026-07-11T05:32:52Z
14 mem0 60587 7044 Python 156 Universal memory layer for AI Agents 2026-07-10T16:09:05Z
15 llm-app 59076 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. 2026-07-05T17:59:07Z
16 headroom 58446 4314 Python 261 Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server. 2026-07-11T05:10:03Z
17 private-gpt 57331 7597 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. 2026-07-10T12:11:19Z
18 Flowise 54510 24708 TypeScript 684 Build AI Agents, Visually 2026-07-06T04:30:06Z
19 llama_index 50780 7729 Python 192 LlamaIndex is the leading document agent and OCR platform 2026-07-11T01:31:58Z
20 JeecgBoot 47008 16085 Java 30 【低代码迈入 v2.0】AI低代码平台,AI Skills 一句话生成整个系统;一键生成前后端代码甚至整个模块。 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。 2026-07-10T15:12:25Z
21 milvus 45178 4115 Go 764 Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search 2026-07-11T05:27:40Z
22 GitNexus 43974 4890 TypeScript 221 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 2026-07-11T04:42:53Z
23 quivr 39198 3723 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. 2025-07-09T12:55:23Z
24 Langchain-Chatchat 38281 6220 Python 6 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
25 LightRAG 37547 5292 Python 199 [EMNLP2025] “LightRAG: Simple and Fast Retrieval-Augmented Generation” 2026-07-10T14:40:13Z
26 langgraph 37002 6213 Python 384 Build resilient agents. 2026-07-10T22:58:04Z
27 ai-engineering-hub 36435 6040 Jupyter Notebook 22 In-depth tutorials on LLMs, RAGs and real-world AI agent applications. 2026-06-08T11:18:11Z
28 khoj 35634 2299 Python 96 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. 2026-06-24T21:17:20Z
29 Vane 35631 3918 TypeScript 221 Vane is an AI-powered answering engine. 2026-04-11T14:33:06Z
30 graphrag 34349 3633 Python 9 A modular graph-based Retrieval-Augmented Generation (RAG) system 2026-07-10T23:36:02Z
31 PageIndex 33927 2954 Python 66 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG 2026-07-10T06:59:58Z
32 happy-llm 31953 3031 Jupyter Notebook 52 📚 从零开始构建大模型 2026-05-06T16:17:10Z
33 onyx 30814 4236 Python 140 Open Source AI Platform - AI Chat with advanced features that works with every LLM 2026-07-11T04:13:44Z
34 sim 29031 3696 TypeScript 106 Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce. 2026-07-11T05:43:45Z
35 FastGPT 28903 7212 TypeScript 142 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. 2026-07-10T10:04:49Z
36 graphiti 28594 2881 Python 256 Build Real-Time Knowledge Graphs for AI Agents 2026-07-09T07:08:39Z
37 RAG_Techniques 28461 3467 Jupyter Notebook 8 This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial. 2026-07-04T12:53:20Z
38 Scrapegraph-ai 28259 2728 Python 1 Python scraper based on AI 2026-07-08T15:42:38Z
39 opendataloader-pdf 26973 2565 Java 55 PDF Parser for AI-ready data. Automate PDF accessibility. Open-source. 2026-07-10T10:13:46Z
40 OpenViking 26560 2077 Python 96 Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills. 2026-07-11T03:45:09Z
41 haystack 25865 2911 MDX 71 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. 2026-07-10T21:32:08Z
42 kotaemon 25534 2123 Python 215 An open-source RAG-based tool for chatting with your documents. 2026-06-09T09:55:55Z
43 DeepTutor 25463 3476 Python 32 DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/. 2026-07-09T15:24:10Z
44 crawlee 24640 1534 TypeScript 128 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. 2026-07-10T13:57:23Z
45 12-factor-agents 24034 1834 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
46 awesome-n8n-templates 23803 6239 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. 2026-07-06T08:45:08Z
47 vanna 23760 2444 Python 226 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄. 2026-02-02T14:14:20Z
48 pandas-ai 23640 2336 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
49 promptfoo 23139 2068 TypeScript 94 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. 2026-07-11T05:47:10Z
50 GenAI_Agents 23070 3880 Jupyter Notebook 3 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. 2026-07-04T12:53:21Z
51 CV 22558 2557 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】 2026-06-30T14:36:23Z
52 RAG-Anything 22127 2577 Python 98 “RAG-Anything: All-in-One RAG Framework” 2026-07-09T16:33:19Z
53 MaxKB 22037 2992 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。 2026-07-10T10:59:49Z
54 coze-studio 21147 3080 TypeScript 482 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 20953 2786 Jupyter Notebook 6 End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment. 2026-07-04T12:53:24Z
56 opik 20531 1596 Python 89 Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. 2026-07-10T18:39:03Z
57 DB-GPT 19442 2812 Python 371 open-source agentic AI data assistant for the next generation of AI + Data products. 2026-07-10T05:17:54Z
58 eliza 18727 5579 TypeScript 184 Open source agentic operating system 2026-07-11T05:46:09Z
59 llama-cookbook 18400 2749 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 WeKnora 18115 2477 Go 242 Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. 2026-07-11T04:21:56Z
61 DocsGPT 17978 2072 Python 23 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. 2026-07-10T13:33:28Z
62 ai-guide 17117 1932 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 2026-07-01T14:44:50Z
63 LangBot 16828 1486 Python 105 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 2026-07-11T04:39:18Z
64 Qwen-Agent 16703 1666 Python 419 Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. 2026-03-04T08:15:07Z
65 RagaAI-Catalyst 16143 3576 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
66 WrenAI 15782 1807 Python 271 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. 2026-07-11T00:44:18Z
67 memvid 15741 1358 Rust 9 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. 2026-07-10T21:24:52Z
68 Memori 15567 2801 Python 11 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. 2026-06-15T23:18:56Z
69 SurfSense 15219 1462 Python 106 NotebookLM for Competitive Intelligence Research. Give your AI agents Competitive Intelligence. Join our Discord: https://discord.gg/ejRNvftDp9 2026-07-11T04:45:43Z
70 llmware 14814 2909 Python 71 Unified framework for building enterprise RAG pipelines with small, specialized models 2026-05-17T13:53:37Z
71 ragas 14781 1551 Python 328 Supercharge Your LLM Application Evaluations 🚀 2026-02-24T07:47:19Z
72 zvec 14720 912 C++ 34 A lightweight, lightning-fast, in-process vector database 2026-07-10T08:11:10Z
73 easy-dataset 14634 1494 JavaScript 113 A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval 2026-05-01T15:03:32Z
74 llm_wiki 14221 1700 TypeScript 165 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。 2026-07-10T06:24:34Z
75 llm-universe 13447 1373 Jupyter Notebook 10 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
76 awesome-ai-apps 13063 1677 Python 47 A collection of projects showcasing RAG, agents, workflows, and other AI use cases 2026-06-28T17:35:57Z
77 txtai 12715 843 Python 10 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows 2026-07-02T14:44:53Z
78 LEANN 12664 1141 Python 36 [MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device. 2026-07-03T02:43:27Z
79 turbovec 12643 1118 Python 12 A vector index built on TurboQuant, written in Rust with Python bindings 2026-06-10T18:07:32Z
80 langchain4j 12573 2363 Java 588 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. 2026-07-10T21:04:12Z
81 note-gen 12281 927 TypeScript 148 A cross-platform Markdown AI note-taking software. 2026-07-11T02:37:46Z
82 claude-context 12112 898 TypeScript 72 Code search MCP for Claude Code. Make entire codebase the context for any coding agent. 2026-06-22T09:35:11Z
83 bisheng 11508 1882 TypeScript 107 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. 2026-07-11T05:20:17Z
84 EverOS 10762 850 Python 34 One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows. 2026-07-10T08:55:00Z
85 cocoindex 10662 826 Rust 45 Incremental engine for long horizon agents 🌟 Star if you like it! 2026-07-09T04:27:46Z
86 orama 10474 398 TypeScript 17 🌌 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. 2026-07-03T15:02:42Z
87 aichat 10228 707 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
88 MemOS 10168 925 TypeScript 62 Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings 2026-07-10T06:10:34Z
89 voltagent 10018 1040 TypeScript 30 AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework 2026-07-10T09:15:06Z
90 all-in-rag 9408 4689 Python 13 🔍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
91 garden-skills 9380 1247 CSS 6 ConardLi’s open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more. 2026-06-10T13:43:52Z
92 crawlee-python 9297 770 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 Parsel, BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation. 2026-07-10T16:28:48Z
93 deeplake 9203 721 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
94 KAG 8887 693 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
95 paper-qa 8846 887 Python 134 High accuracy RAG for answering questions from scientific documents with citations 2026-06-29T06:41:57Z
96 rag-from-scratch 8845 2113 Jupyter Notebook 24 None 2025-06-26T03:16:10Z
97 awesome-LLM-resources 8667 923 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. 2026-07-10T03:54:42Z
98 xberg 8609 514 Rust 10 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. 2026-07-11T05:36:26Z
99 reor 8564 528 JavaScript 113 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
100 PraisonAI 8379 1300 Python 41 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. 2026-07-10T18:17:35Z