LightRAG — security grade CAUTION, quality 62/100

Security audit verdict: CAUTION · quality 62/100

Flagged: curl | sh installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by HKUDS · Agent Tool · ★ 39.0k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

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About LightRAG

🚀 LightRAG: Simple and Fast Retrieval-Augmented Generation <img src="https://img.shie

doclinggenaigptgraphragknowledge-graphlarge-language-modelsllmmineruragragas

Quick Facts

Stars38,970
Forks5,483
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score61.948305801124/100
Open Issues209
Last Updated2026-08-19
Created2024-10-02
Platformscli, python
Est. Tokens~21k

Compatible Skills

These tools work well together with LightRAG for enhanced workflows:

  • ragflow — semantic(0.44)+complementary+rare_topics+same_lang+similar_pop+shared_platform (74%)
  • langroid — semantic(0.42)+complementary+rare_topics+same_lang+similar_pop+shared_platform (64%)
  • PocketFlow — semantic(0.27)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
  • MemOS — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)

LightRAG alternative? Top 6 similar tools

Looking for a LightRAG alternative? If you're comparing LightRAG with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • dify by langgenius · ⭐ 152.9k

    Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. De

  • ragflow by infiniflow · ⭐ 87.1k

    RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with

  • code-review-graph by tirth8205 · ⭐ 30.6k

    Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding too

  • repomix by yamadashy · ⭐ 27.9k

    📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for w

  • ai-guide by liyupi · ⭐ 18.1k

    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、Pr

  • open-webui by open-webui · ⭐ 149.2k

    User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

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Frequently Asked Questions

What is LightRAG?

LightRAG is [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation. It is categorized as a Agent Tool with 39.0k GitHub stars.

What programming language is LightRAG written in?

LightRAG is primarily written in Python. It covers topics such as docling, genai, gpt.

How do I install or use LightRAG?

You can find installation instructions and usage details in the LightRAG GitHub repository at github.com/HKUDS/LightRAG. The project has 39.0k stars and 5483 forks, indicating an active community.

What license does LightRAG use?

LightRAG is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to LightRAG?

The top alternatives to LightRAG on Agent Skills Hub include dify, ragflow, code-review-graph. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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