.

app/api/search.py

@@ -78,81 +78,7 @@ def search_docs(request: QueryRequest, user_id: str = Query(..., description="
         response = query_engine.query(request.query)
         logger.info(f"Query response: {response}")
 
-
-
-
-        # 打印出每个结果的向量和文本
-        if response and isinstance(response, list):  # 检查 response 是否有效且为可迭代的列表
-            for i, node in enumerate(response):
-                # 确保每个 node 是合法的，具有必要的方法和属性
-                if hasattr(node, 'get_content') and hasattr(node, 'embedding'):
-                    logger.info(f"Result {i + 1}:")
-                    logger.info(f"  Text: {node.get_content()}")  # 打印文本
-
-                    # 打印向量及其长度
-                    embedding = node.embedding
-                    logger.info(f"  Embedding (Vector): {embedding}")  # 打印向量
-                    logger.info(f"  Embedding Length: {len(embedding)}")  # 打印向量的长度（即向量的维度）
-                else:
-                    logger.warning(f"Result {i + 1} is missing necessary attributes.")
-        else:
-            logger.warning("No valid results found in response or response is not a list.")
-
-
-
-
-        # # 返回检索结果
-        # result = {
-        #     "user_id": user_id,
-        #     "query": request.query,
-        #     "results": [
-        #         {"score": float(node.score or 0), "text": node.get_content()}  # 确保从 Node 中获取文本
-        #         for node in response
-        #     ]
-        # }
-
-
-
-
-
-        # 确保 response 是一个有效的列表且非空
-        if isinstance(response, list) and response:  # 检查 response 是否是非空列表
-            # 返回检索结果
-            result = {
-                "user_id": user_id,
-                "query": request.query,
-                "results": []
-            }
-
-            for i, node in enumerate(response):
-                # 检查每个 node 是否具有必要的方法和属性
-                if hasattr(node, 'get_content') and hasattr(node, 'embedding'):
-                    result["results"].append({
-                        "score": float(node.score or 0),  # 评分（如果有的话）
-                        "text": node.get_content()        # 获取文本内容
-                    })
-                    # 打印相关信息（如果需要日志记录）
-                    logger.info(f"Result {i + 1}:")
-                    logger.info(f"  Text: {node.get_content()}")  # 打印文本
-                    embedding = node.embedding
-                    logger.info(f"  Embedding (Vector): {embedding}")  # 打印向量
-                    logger.info(f"  Embedding Length: {len(embedding)}")  # 打印向量长度（维度）
-                else:
-                    logger.warning(f"Result {i + 1} is missing necessary attributes.")
-        else:
-            logger.warning("No valid results found in response or response is not a list.")
-            result = {
-                "user_id": user_id,
-                "query": request.query,
-                "results": []  # 返回空结果
-            }
-
-
-
-
-
-        logger.info(f"Search results for user {user_id}: {result}")
-        return result
+        return response
 
     except Exception as e:
         logger.error(f"Error processing search request: {e}", exc_info=True)