LightRAG

by HKUDS · AI Tool · ★ 30.9k

About LightRAG

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

genaigptgpt-4graphragknowledge-graphlarge-language-modelsllmragretrieval-augmented-generation

Quick Facts

Stars30,933
Forks4,414
LanguagePython
CategoryAI Tool
LicenseMIT
Quality Score30.75/100
Open Issues197
Last Updated2026-03-29
Created2024-10-02
Platformspython
Est. Tokens~5669k

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 AI Tool with 30.9k GitHub stars.

What programming language is LightRAG written in?

LightRAG is primarily written in Python. It covers topics such as genai, gpt, gpt-4.

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 30.9k stars and 4414 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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