From 2fa4cb900667c2412b18ab036cf2b49ae0780861 Mon Sep 17 00:00:00 2001
From: YangQianli92 <108046369+YangQianli92@users.noreply.github.com>
Date: Wed, 17 Apr 2024 11:23:24 +0800
Subject: [PATCH] Update base.py

---
 metagpt/rag/benchmark/base.py | 17 ++++++++---------
 1 file changed, 8 insertions(+), 9 deletions(-)

diff --git a/metagpt/rag/benchmark/base.py b/metagpt/rag/benchmark/base.py
index 0ba52e324..2634f139f 100644
--- a/metagpt/rag/benchmark/base.py
+++ b/metagpt/rag/benchmark/base.py
@@ -184,14 +184,13 @@ if __name__ == "__main__":
     answer = "是的，根据提供的信息，2023年7月20日，应急管理部和财政部确实联合发布了《因灾倒塌、损坏住房恢复重建救助工作规范》的通知。这份《规范》旨在进一步规范因灾倒塌、损坏住房的恢复重建救助相关工作。它明确了地方各级政府负责实施救助工作，应急管理部和财政部则负责统筹指导。地方财政应安排足够的资金，中央财政也会提供适当的补助。救助资金将通过专账管理，并采取特定的管理方式。救助对象是那些因自然灾害导致住房倒塌或损坏，并向政府提出申请且符合条件的受灾家庭。相关部门将组织调查统计救助对象信息，并建立档案。此外，《规范》还强调了资金发放的具体方式和公开透明的要求。"
     ground_truth = "“启明行动”是为了防控儿童青少年的近视问题，并发布了《防控儿童青少年近视核心知识十条》。"
     bleu_avg, bleu1, bleu2, bleu3, bleu4 = benchmark.bleu_score(answer, ground_truth)
-    logger.info(f"bleu_avg = {bleu_avg}")
-    logger.info(f"bleu1 = {bleu1}")
-    logger.info(f"bleu2 = {bleu2}")
-    logger.info(f"bleu3 = {bleu3}")
-    logger.info(f"bleu4 = {bleu4}")
-
     rougeL_score = benchmark.rougel_score(answer, ground_truth)
-    logger.info(f"rougeL_score = {rougeL_score}")
-
     similarity = asyncio.run(benchmark.SemanticSimilarity(answer, ground_truth))
-    logger.info(f"similarity = {similarity}")
+
+    logger.info(
+        f"BLEU Scores: bleu_avg = {bleu_avg}, bleu1 = {bleu1}, bleu2 = {bleu2}, bleu3 = {bleu3}, bleu4 = {bleu4}, "
+        f"RougeL Score: {rougeL_score}, "
+        f"Semantic Similarity: {similarity}"
+    )
+
+