LightRAG

by HKUDS · Agent Tool · ★ 39.1k

About LightRAG

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

doclinggenaigptgraphragknowledge-graphlarge-language-modelsllmmineruragragas

Quick Facts

Stars39,105
Forks5,499
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score61.948305801124/100
Open Issues214
Last Updated2026-08-23
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%)
  • BRAD-Video — semantic(0.62)+complementary+rare_topics+same_lang+shared_platform (61%)
  • 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%)

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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 39.1k 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 39.1k stars and 5499 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.

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