LightRAG

Q: What is LightRAG?

LightRAG is [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation. It is categorized as a AI 工具 with 39.5k GitHub stars.

Q: What programming language is LightRAG written in?

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

Q: 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 39.5k stars and 5556 forks, indicating an active community.

Q: What license does LightRAG use?

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

by HKUDS · AI 工具 · ★ 39.5k

About LightRAG

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

docling genai gpt graphrag knowledge-graph large-language-models llm mineru rag ragas

Quick Facts

Stars	39,493
Forks	5,556
Language	Python
Category	AI 工具
License	MIT
Quality Score	61.948305801124/100
Open Issues	236
Last Updated	2026-09-08
Created	2024-10-02
Platforms	cli, 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%)

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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 工具 with 39.5k 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 39.5k stars and 5556 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.

View on GitHub → Browse AI 工具 tools