'commit'

dsSchoolBuddy/ElasticSearch/T2_BgeM3.py

@@ -78,12 +78,29 @@ if len(results) > 1:
         response.raise_for_status()  # 检查请求是否成功
         rerank_result = response.json()
 
-        # 处理重排结果，保留分数
-        for item in rerank_result.get("results", []):
+        # 打印完整响应以调试
+        print("重排API响应:", json.dumps(rerank_result, ensure_ascii=False, indent=2))
+
+        # 尝试提取分数，兼容不同的字段名称
+        if "results" in rerank_result:
+            # 处理BAAI/bge-reranker-v2-m3模型的响应格式
+            for item in rerank_result["results"]:
                 doc_idx = item.get("index")
-            score = item.get("score", 0.0)  # 获取可信度分数
+                # 尝试不同的分数字段名称
+                score = item.get("score", item.get("relevance_score", 0.0))
                 if 0 <= doc_idx < len(results):
                     reranked_docs_with_scores.append((results[doc_idx], score))
+        elif "rankings" in rerank_result:
+            # 处理其他可能的响应格式
+            for item in rerank_result["rankings"]:
+                doc_idx = item.get("index")
+                score = item.get("score", item.get("relevance_score", 0.0))
+                if 0 <= doc_idx < len(results):
+                    reranked_docs_with_scores.append((results[doc_idx], score))
+        else:
+            print("警告: 无法识别重排API响应格式")
+            # 使用原始结果，分数设为0.0
+            reranked_docs_with_scores = [(doc, 0.0) for doc in results]
 
         print("重排后结果数量：", len(reranked_docs_with_scores))
     except Exception as e: