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rag GitHub repositories

Explore 275 tracked GitHub repositories tagged rag. Compare their recorded star activity and implementation languages, then follow related topics to find other projects.

Snapshot: 2026-10-28. The collection gained 6,567 stars since the previous daily snapshot.

Tracked repositories: 275
Total stars: 2,987,440
Stars gained · 7 days: +36,112
Stars gained · 30 days: +112,577

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Star activity for rag repositories on this page
Repository	Total stars	Today	7 days	30 days
StarTrail-org/LEANN	13.5K	+190	+463	+535
ConardLi/garden-skills	13.3K	+30	+299	+3,123
neuml/txtai	13.0K	+2	+13	+56
codexu/note-gen	12.9K	+11	+29	+84
datawhalechina/all-in-rag	12.6K	+33	+248	+1,160

Explore repositories

Showing 51–100 of 275 tracked repositories.

StarTrail-org/LEANN

[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.

★ 13.5K+190 todayPython

ConardLi/garden-skills

ConardLi's open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more.

★ 13.3K+30 todayJavaScript

neuml/txtai

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

codexu/note-gen

Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with AI.

★ 12.9K+11 todayTypeScript

datawhalechina/all-in-rag

🔍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/

★ 12.6K+33 todayPython

MemTensor/MemOS

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.

★ 12.1K+22 todayTypeScript

dataelement/bisheng

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.

★ 12.1K+2 todayPython

cocoindex-io/cocoindex

Incremental engine for long horizon agents 🌟 Star if you like it!

VoltAgent/voltagent

AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework

★ 10.9K+6 todayTypeScript

StarTrail-org/PixelRAG

https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/

★ 10.6K+256 todayPython

Future-House/paper-qa

High accuracy RAG for answering questions from scientific documents with citations

★ 9.5K+6 todayPython

xberg-io/xberg

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.

★ 9.5K+5 todayRust

WangRongsheng/awesome-LLM-resources

🧑‍🚀 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.

★ 9.0K+2 todayUnknown

deeplethe/utopia

World's first open-source enterprise world model.

★ 8.6K+16 todayRust

WenyuChiou/awesome-agentic-ai-zh

A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。

Osmantic/ODS

ODS V3 Pre-Release: Public testing and refinement ahead of the official V3 launch. Turn your PC, Mac, or Linux box into a private AI server.

★ 7.7K+3 todayPython

xerrors/Yuxi

可私有部署的多租户知识智能体平台：统一 RAG、知识图谱、多智能体、MCP/Skills、沙盒与权限管理。Yuxi = Cloud Agents + Knowledge RAG, Self-hosted knowledge agent platform for RAG, knowledge graphs and multi-agent workflows.

★ 7.5K+15 todayPython

vespa-engine/vespa

The AI search platform

★ 7.1K+0 todayJava

ai machine-learning

adbar/trafilatura

Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML

dataease/SQLBot

🔥 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.

★ 7.0K+15 todayJavaScript

genkit-ai/genkit

Open-source framework for building agentic apps in JavaScript, Go, Dart, and Python, built and used in production by Google

★ 6.5K+0 todayTypeScript

HelixDB/helix-db

HelixDB is an OLTP graph database with native vector and full-text search built in Rust on Object Storage.

★ 6.2K+0 todayRust

ModelEngine-Group/nexent

Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.

★ 6.1K+8 todayPython

ageerle/ruoyi-ai

Enterprise-grade AI agent framework with multi-provider LLM management, secure knowledge bases and high-precision RAG, visual workflow orchestration, and multi-agent coordination.

★ 5.8K+4 todayJava

potpie-ai/potpie

Context Graph for AI Native SDLC

★ 5.8K+3 todayPython

ai-agents agents

OpenBMB/UltraRAG

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

★ 5.7K+0 todayPython

the-open-agent/openagent

⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org

★ 5.7K+3 todayGo

SenteLabsAI/OpenExecutive

AI-powered virtual executive team — a single coherent executive persona backed by 8 specialist agents (FastAPI + Next.js).

★ 5.7K+1 todayPython

didilili/ai-agents-from-zero

🚀 2026 最系统的 AI Agent 速成指南｜智能体实战教程 · 完整学习路径 + 实战项目 + 面试题库 · 对标大模型应用开发工程师岗位 · 覆盖LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / 提示词 · 企业级部署与微调 · 从0到企业级落地 + 从学习到上线项目 + 面试准备一体化

★ 5.6K+30 todayPython

KnockOutEZ/wigolo

The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.

vitali87/code-graph-rag

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

neo4j-labs/llm-graph-builder

Neo4j graph construction from unstructured data using LLMs

★ 5.3K+1 todayJupyter Notebook

Marker-Inc-Korea/AutoRAG

Your Personal Librarian Agent. Ask anything on your computer, organize files, remember important info and files.

★ 5.2K+4 todayTypeScript

alvinreal/awesome-opensource-ai

Curated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated.

★ 4.9K+3 todayPython

melgarafael/DeskcommCRM

Open-source AI sales OS — self-hosted CRM with native AI agents + WhatsApp (WAHA). Open alternative to Kommo, Octadesk & Intercom for any business that sells by chat. MCP-ready, multi-tenant, LGPD.

★ 4.9K+22 todayTypeScript

feyninc/chonkie

🦛 CHONK docs with Chonkie ✨ — The lightweight ingestion library for fast, efficient and robust RAG pipelines

★ 4.8K+3 todayPython

infiniflow/infinity

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

CaviraOSS/LongMemory

Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.

crmne/ruby_llm

The Ruby AI framework.

gptme/gptme

Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!

★ 4.5K+2 todayPython

oracle-devrel/oracle-ai-developer-hub

Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services

★ 4.5K+3 todayJupyter Notebook

CortexReach/memory-lancedb-pro

Enhanced LanceDB memory plugin for OpenClaw — Hybrid Retrieval (Vector + BM25), Cross-Encoder Rerank, Multi-Scope Isolation, Management CLI

★ 4.5K+0 todayJavaScript

nageoffer/ragent

企业级 Agentic RAG 智能体 - 全链路覆盖文档解析、多路检索、意图识别、问题重写、会话记忆、MCP 工具调用与深度思考。面向真实业务场景，从 0 到 1 完整工程实现。

★ 4.4K+11 todayJava

53AI/53AIHub

53AI Hub is an open-source AI portal and knowledge base for managing enterprise knowledge, AI agents, prompts, and AI tools, seamlessly integrating with Coze, Dify, FastGPT, RAGFlow. 一个AI知识库与Agent门户

★ 4.3K+0 todayGo

GiovanniPasq/agentic-rag-for-dummies

A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.

mongodb-developer/GenAI-Showcase

MongoDB's Generative AI Showcase: an exhaustive collection of examples and sample applications covering Retrieval-Augmented Generation (RAG), AI agents, and industry-specific use cases.

★ 4.3K+0 todayJupyter Notebook

SylphAI-Inc/AdalFlow

AdalFlow: The library to build & auto-optimize LLM applications.

yifanfeng97/Hyper-Extract

Hypergraph is more powerful. Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.

★ 4.2K+2 todayPython

bragai/bRAG-langchain

Everything you need to know to build your own RAG application

★ 4.2K+0 todayJupyter Notebook

langroid/langroid

Harness LLMs with Multi-Agent Programming

★ 4.1K+0 todayPython