gmakstutis/LightRAG
1
0
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity Actions

Merge remote-tracking branch 'lightrag-fork/feat/ragas-evaluation' into feat/ragas-evaluation

Browse source
This commit is contained in:
anouarbm 2025-11-02 18:47:40 +01:00
commit 77db08038c
1 changed files with 6 additions and 6 deletions
Show stats Download patch file Download diff file Expand all files Collapse all files

12
lightrag/evaluation/eval_rag_quality.py
View file

@ -547,14 +547,14 @@ class RAGEvaluator:
# Print benchmark metrics # Print benchmark metrics
logger.info("") logger.info("")
logger.info("%s", "=" * 70) logger.info("%s", "=" * 70)
logger.info("📈 BENCHMARK RESULTS (Moyennes)") logger.info("📈 BENCHMARK RESULTS (Average)")
logger.info("%s", "=" * 70) logger.info("%s", "=" * 70)
avg = benchmark_stats["average_metrics"] avg = benchmark_stats["average_metrics"]
logger.info("Moyenne Faithfulness: %.4f", avg["faithfulness"]) logger.info("Average Faithfulness: %.4f", avg["faithfulness"])
logger.info("Moyenne Answer Relevance: %.4f", avg["answer_relevance"]) logger.info("Average Answer Relevance: %.4f", avg["answer_relevance"])
logger.info("Moyenne Context Recall: %.4f", avg["context_recall"]) logger.info("Average Context Recall: %.4f", avg["context_recall"])
logger.info("Moyenne Context Precision: %.4f", avg["context_precision"]) logger.info("Average Context Precision: %.4f", avg["context_precision"])
logger.info("Moyenne RAGAS Score: %.4f", avg["ragas_score"]) logger.info("Average RAGAS Score: %.4f", avg["ragas_score"])
logger.info("") logger.info("")
logger.info( logger.info(
"Min RAGAS Score: %.4f", "Min RAGAS Score: %.4f",