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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
Raudaschl/rag-fusion	958	+0	+0	+0
curiousily/AI-Bootcamp	955	+0	+0	+9
kossakovsky/selfhost-ai	953	+0	+2	+17
jegly/Box	948	+3	+18	+79
mindscale-noah/MindMemOS	923	+1	+6	+0

Explore repositories

Showing 201–250 of 275 tracked repositories.

Raudaschl/rag-fusion

RAG-Fusion: multi-query generation + Reciprocal Rank Fusion for better retrieval-augmented generation. Includes evaluation harness with NFCorpus/BEIR.

★ 958+0 todayPython

curiousily/AI-Bootcamp

Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph, Fine-tuning, DSPy & AI Agents (CrewAI), (Using ChatGPT, gpt-oss, Claude, Qwen, Gemma, Llama, Gemini)

★ 955+0 todayJupyter Notebook

machine-learning ai-agents

kossakovsky/selfhost-ai

One-command installer for a self-hosted AI stack on your own server: n8n, Ollama, Open WebUI, OpenClaw, Dify, Flowise, Supabase, ComfyUI, Qdrant & 30+ tools. Docker Compose, automatic HTTPS via Caddy, built-in monitoring. Free Zapier/Make alternative.

jegly/Box

The most advanced, fully offline client-side AI suite on Android today.

mindscale-noah/MindMemOS

★ 923+1 todayPython

LibreChat-AI/rag-api

ID-based RAG FastAPI: Integration with Langchain and PostgreSQL/pgvector

★ 918+0 todayPython

Jakedismo/codegraph-rust

100% Rust implementation of code graphRAG with blazing fast AST+FastML parsing, surrealDB backend and advanced agentic code analysis tools through MCP for efficient code agent context management

★ 907+0 todayRust

ai-agents claude-code

nuwax-ai/nuwax

Nuwax Agent OS - An enterprise-grade AI Agent Development and Operation Platform - Providing a complete solution for agent creation and distribution, knowledge base management, model proxy, memory system, and plugin ecosystem.

★ 897+0 todayTypeScript

Deodat-Lawson/LaunchStack

AI-powered StartUp Accelerator Engine built with Next.js, LangChain, PostgreSQL + pgvector. Upload, organize, and chat with documents. Includes predictive missing-document detection, role-based workflows, and page-level insight extraction.

★ 894+0 todayTypeScript

xberg-io/html-to-markdown

High performance and CommonMark compliant HTML to Markdown converter. Maintained by the Kreuzberg team. Kreuzberg is a fast, polyglot document intelligence engine with a Rust core. It extracts structured data from 98+ document formats using streaming parsers and built-in OCR.

★ 886+1 todayHTML

epsilla-cloud/vectordb

A high performance Vector Database leveraging parallel graph computing

★ 874+0 todayC++

ai machine-learning

handbook-academy/engineering-handbook

Open-source High-Level System Design, DSA, and AI Engineering handbooks. CC BY-SA 4.0, Free Forever.

★ 860+3 todayJavaScript

IncarnaMind/IncarnaMind

From messy files to a checked report. A free, open-source desktop app for macOS, Windows and Linux: write and analyse with AI from your own files, check each sentence and figure against them, and export to Word. Meeting notes too. Works with ChatGPT, Claude, Gemini or a local model through Ollama.

Zchary1106/agent-interview-hub

AI Agent 工程师面试资料库 - 国内大厂面经、岗位要求、高频面试题

★ 837+10 todayHTML

llm machine-learning

ChuckHend/pg_vectorize

Full-text and semantic search on any Postgres

★ 832+0 todayRust

helixml/helix

♾️ Private Agent Fleet with Spec Coding. Each agent gets their own GPU-accelerated desktop. Run Claude, Codex, Gemini and open models on a full private AI Stack ♾️

★ 824+1 todayGo

verygoodplugins/automem

Long-term memory for AI assistants. Graph + vector store that recalls decisions, relationships, and context across sessions.

★ 824+1 todayPython

christopherkarani/Wax

Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. One File. Pure Swift

usemoss/moss

The retrieval layer for production AI systems. Lightning-fast (<10ms) search without vector databases. Built for browser, edge, on-device, and cloud.

★ 800+0 todayPython

bosun-ai/swiftide

Fast, streaming indexing, query, and agentic LLM applications in Rust

★ 796+0 todayRust

iblai/os

Enables organizations to create and deploy customizable AI agents with support for multiple LLM providers, real-time chat, voice, document training, analytics, user management, SSO authentication, and embeddable widgets. Built with React 19, Redux Toolkit, Radix UI, and Tailwind CSS.

ThomasVitale/llm-apps-java-spring-ai

Samples showing how to build Java applications powered by Generative AI and LLMs using Spring AI and Spring Boot.

★ 788+0 todayJava

shuxiachai/academic-commercialization-agent

AI multi-agent tool that turns research papers into cited commercialization and tech-transfer assessments: TRL, patent landscape, market and risks. CrewAI + FastAPI, with a reproducible benchmark.

jonfairbanks/local-rag

Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.

★ 765+0 todayPython

bartolli/codanna

Local code intelligence MCP server and CLI for AI coding agents

★ 757+1 todayRust

agentic-box/memora

Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.

★ 746+0 todayPython

mcp claude-code

opea-project/GenAIExamples

Generative AI Examples is a collection of GenAI examples such as ChatQnA, Copilot, which illustrate the pipeline capabilities of the Open Platform for Enterprise AI (OPEA) project.

★ 739+0 todayShell

DemonDamon/AgenticX

AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical memory, avatar & group chat, skill ecosystem, safety sandbox, and IM gateway (Feishu/WeChat).

★ 735+22 todayPython

agarwalvishal/claude-chat-exporter

One-click, privacy-first exporter for Claude.ai chats — clean Markdown with artifacts and attachments, ready for Obsidian and RAG.

★ 734+1 todayJavaScript

calmrocks/ai-engineer-notebooks

Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs LoRA, prompt-injection/security, LLMOps, and customer craft. Runs on the free Groq API.

★ 712+0 todayJupyter Notebook

TeleAI-UAGI/Awesome-Agent-Memory

Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.

★ 699+3 todayPython

TIGER-AI-Lab/VLM2Vec

This repo contains the code for "VLM2Vec / MMEB" [ICLR 2025], "VLM2Vec-V2 / MMEB-V2" [TMLR 2026], and "MMEB-V3" [COLM 2026]

★ 697+0 todayPython

xynehq/xyne

AI-first Search & Answer Engine for work. Open-source alternative to Glean.

★ 697+0 todayTypeScript

framerslab/agentos

TypeScript AI agent framework: cognitive memory, dynamic personalities, emergent behaviors and self-building designs

Bessouat40/RAGLight

RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.

java-up-up/nexus-agent

企业级 AI 智能体 Agent 平台，覆盖智能对话、文档知识问答、联网搜索、RAG 检索、MCP 工具协议、Skills 扩展等完整能力。三层执行器体系、双通道混合检索、组合式切块引擎、会话记忆管理、全链路可观测，每个环节都经过深度设计和工程化打磨。

★ 671+1 todayJava

chrisryugj/Docufinder

Anything — 파일 이름이 아니라 본문으로 찾는 문서 검색기. HWP·PDF·Office 전문 검색을 오프라인으로. Windows·macOS | Offline content search across Korean documents (HWP, PDF, Office). Windows and macOS

★ 668+1 todayRust

DenisovAV/flutter_edge_ai

On-device AI for Flutter — Gemma and other LLMs, multimodal, function calling, embeddings, RAG and speech on Android, iOS, Web, macOS, Windows and Linux.

★ 649+2 todayDart

lofcz/LLMTornado

The .NET library to build AI agents with 30+ built-in connectors.

EvotecIT/OfficeIMO

MIT-licensed, COM-free .NET libraries for creating, reading, editing, converting, rendering, and extracting Office, PDF, email, OneNote, and text formats.

★ 643+2 todayC#

rag hacktoberfest

FengZhenfei/carrel

Ontology-Augmented Generation for AI agents.

★ 643+0 todayPython

ggozad/haiku.rag

Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server

Haozhe-Xing/agent_learning

A systematic AI Agent development tutorial covering LLM agents, RAG, tool use, memory systems, multi-agent systems, LangChain, LangGraph, MCP, and agentic RL.｜从零开始学 AI Agent 开发 | 系统、全面、实战导向的 Agent 开发教程 | 每日自动追踪 arXiv 最新论文 | Learn AI Agent Development from Scratch

★ 627+5 todayHTML

timmyy123/LLM-Hub

Local LLM, image&video&music generator, run codex with local models on your phone

★ 625+2 todayC

OtterMind/Nubase

🔥🔥🔥 Turn AI-written code into real apps. Nubase is an open-source, AI-native backend platform for AI Coding, agentic applications, and modern product teams: Memory, Database, Storage, and Auth in one self-hostable service.

★ 620+0 todayJava

winstonkoh87/Athena-Public

Local-first memory, decision engine, and governance harness for AI agents — portable across IDEs. Own the state. Rent the intelligence.

agentty-org/agentty

AI pair programming in your terminal — one static binary, sub-ms startup, any model

benmaster82/Kwipu

Ask questions across your Markdown notes using a fully local Graph RAG engine. Built for Obsidian vaults, works with any folder of Markdown files. Extracts entity-relation triples from wikilinks & YAML frontmatter, retrieves answers via hybrid search (vector + BM25 + temporal). Multilingual. No cloud. Runs on Ollama.

zj-unicom-ai/UniEmployee

面向企业的数字员工构建与运行平台：把专业员工的经验、流程与判断标准，固化为可随时上岗、可配置、可审批、可观测的 AI 数字员工。

★ 608+38 todayPython

felladrin/MiniSearch

Minimalist web-searching platform with an AI assistant that runs directly from your browser. Demo: https://felladrin-minisearch.hf.space

★ 603+1 todayTypeScript