https://github.com/alchemine/lightrag-tutorial
LightRAG tutorial
https://github.com/alchemine/lightrag-tutorial
graphrag python rag
Last synced: 2 months ago
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LightRAG tutorial
- Host: GitHub
- URL: https://github.com/alchemine/lightrag-tutorial
- Owner: alchemine
- Created: 2024-11-30T03:53:21.000Z (10 months ago)
- Default Branch: develop
- Last Pushed: 2024-12-01T19:30:59.000Z (10 months ago)
- Last Synced: 2025-04-23T12:54:10.607Z (6 months ago)
- Topics: graphrag, python, rag
- Language: HTML
- Homepage:
- Size: 14.4 MB
- Stars: 1
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# lightrag-tutorial
LightRAG tutorial
# Install
```bash
pip install -r requirements.txt
git clone https://github.com/HKUDS/LightRAG.git
cd LightRAG
pip install -e .
```
# Experiment result
1. GraphRAG vs LightRAG
- Question: `What is the difference between GraphRAG vs LightRAG? Answer in Korean.`
- Code: `playground/paper_demo.py`
- Input:
- `data/graph-1, result-1`: GraphRAG paper
- `data/graph-2, result-2`: LightRAG paper
- `data/graph-12, result-12`: GraphRAG paper + LightRAG paper