HKUDS/LightRAG

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

About the project

LightRAG is a retrieval-augmented generation system that combines language models with retrieved information and knowledge-graph data to answer questions using relevant sources. It is for building applications that search document or knowledge collections before generating responses.

Latest release v1.5.7 · 2 Sept 2026

4 files for Claude Code, Codex and OpenCode: SessionStart, LightRAG, LightRAG AGENTS.md, LightRAG CLAUDE.md — 7,651 tokens loaded in every session.

40,557Stars on the repository
4Files it configures its agents with
7,651Tokens loaded in every session
3Agents configured
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Instructions

Settings

Hooks

These files are HKUDS/LightRAG's own configuration — they tell Claude Code, Codex and OpenCode how to work on this repository, so they are not mods to install elsewhere. Copy one as a starting point and replace the parts that are about this project.