mirrors/hkuds--lightrag
1
0
Fork 0
Code Issues Pull Requests Actions Deployments Models Agent Notes Packages Projects Releases Wiki Activity

chore: import upstream snapshot with attribution

Browse Source
This commit is contained in:
wehub-resource-sync
2026-07-13 12:08:54 +08:00
commit 4a4a1fed67
721 changed files with 262090 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files
lightrag/evaluation/sample_documents/README.md
+21
View File
@@ -0,0 +1,21 @@
# Sample Documents for Evaluation
These markdown files correspond to test questions in `../sample_dataset.json`.
## Usage
1. **Index documents** into LightRAG (via WebUI, API, or Python)
2. **Run evaluation**: `python lightrag/evaluation/eval_rag_quality.py`
3. **Expected results**: ~91-100% RAGAS score per question
## Files
- `01_lightrag_overview.md` - LightRAG framework and hallucination problem
- `02_rag_architecture.md` - RAG system components
- `03_lightrag_improvements.md` - LightRAG vs traditional RAG
- `04_supported_databases.md` - Vector database support
- `05_evaluation_and_deployment.md` - Metrics and deployment
## Note
Documents use clear entity-relationship patterns for LightRAG's default entity extraction prompts. For better results with your data, customize `lightrag/prompt.py`.