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Best RAG Tools

RAG (retrieval-augmented generation) connects your documents and data to LLMs. Browse frameworks and platforms below, then compare top picks for stack fit.

Open compare table Related: Best LLM Chat Tools · Best Coding Agent Tools · Best Open Source AI Tools · Best AI Automation Tools

Top tools

459 tools · sorted by quality

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IHUI-AI

Eight-platform full-stack AI operating system - unifies 176 LLMs via LangGraph + MCP + A2A. Multi-tenant RLS over 340 tables, RAG knowledge...

Score 87 GitHub stars 28 Open source
awesome-foundry-nextgen

Hands-on labs for Microsoft Foundry - Azure's unified PaaS for enterprise AI. Notebooks + Bicep covering provisioning, agents (incl. hosted...

Score 87 GitHub stars 27 Open source
m3-memory

Local-first Memory Framework for AI Agents · 99.2% LongMemEval-S retrieval @ k=10 · Supports Claude · Antigravity · LangChain · Hermes · Gem...

Score 87 GitHub stars 25 Open source
console

Open-source, self-hosted AI gateway for multi-tenant orgs: OpenAI-compatible LLM routing, RAG & vector stores, MCP hub, GPU fleet (MIG slici...

Score 87 GitHub stars 24 Open source
run402

Full-stack backend infrastructure for AI agents: Postgres, auth, storage, serverless functions and atomic deploys. TypeScript SDK, CLI and M...

Score 87 GitHub stars 24 Open source
aiplane

croit AIplane — one plane for all your AI. Self-hosted AI infrastructure connecting applications and users with models, agents, tools and en...

Score 87 GitHub stars 23 Open source
SOTA-skills

Engineering best practices that AI coding agents actually apply — 40+ skills, from secure coding and cloud to compliance and UX writing. BUI...

Score 87 GitHub stars 22 Open source
RAG_Poisoning_POC

Stealthy Prompt Injection and Poisoning in RAG Systems via Vector Database Embeddings

Score 87 GitHub stars 22 Open source
James-RAG-Evol

🔐 Replayable RAG — a local-first, auditable knowledge-reasoning platform. Graph-RAG + append-only audit log + deterministic contradiction a...

Score 87 GitHub stars 22 Open source
vybe-intelligence-vault

An auto-updating open-source vault for AI agents, RAG systems, MCP servers, prompts, tools, templates, and next-generation web development.

Score 87 GitHub stars 21 Open source
codesage

Code intelligence engine for AI coding agents. Structural graph queries plus semantic search, exposed via CLI and MCP.

Score 87 GitHub stars 20 Open source
goal-flight

Claude/Grokbot plugin and scripts: long-running controller pattern to chunk and delegate code work to cli-agents, with embedded adversarial...

Score 87 GitHub stars 20 Open source
template

GitHub template for reproducible research repos — two-layer Python 3.10+/uv monorepo splitting generic infrastructure from per-project code,...

Score 87 GitHub stars 20 Open source
rag-rat

Local repo-intelligence index + MCP server: semantic search, symbol/graph navigation, impact-surface preflight, git + GitHub papertrail, and...

Score 87 GitHub stars 20 Open source
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/

Score 85 GitHub stars 11,313 Open source
Haznox Cleaner for UpdraftPlus

Automatically deletes local UpdraftPlus backup files after confirmed remote upload to Google Drive or any other configured remote storage.

Score 85 Active installs 10 Open source
AgentGuide

https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强...

Score 85 GitHub stars 9,889 Open source
Hands-On-AI-Engineering

A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases.

Score 83 GitHub stars 3,698 Open source
MODA Fashion Search

Try and compare HopitAI MODA fashion retrieval models.

Score 82 Likes 3 Open source
deepagents-in-action

📚 《Deep Agents 实战》—— LangChain 官方大使出品,基于 LangChain / LangGraph 生态,从零构建生产级 AI Agent 的完整指南

Score 82 GitHub stars 2,484 Open source
Aix-DB

Aix-DB 基于 LangChain/LangGraph 框架,结合 MCP Skills 多智能体协作架构,实现自然语言到数据洞察的端到端转换。

Score 82 GitHub stars 2,250 Open source
VORTEXRAG

7-Layer RAG: +13.6 EM, 0.94 Faithfulness

Score 82 Likes 2 Open source
yu-ai-code-mother

编程导航 AI + 微服务全栈新项目,基于 Spring Boot 3 + LangChain4j 的大厂 AI 应用生成平台,支持多种模式的智能代码生成、可视化编辑预览、一键部...

Score 81 GitHub stars 1,943 Open source
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