.

app/api/search.py

@@ -114,32 +114,38 @@ def search_docs(request: QueryRequest, user_id: str = Query(..., description="
 
 
 
-        # 假设 response 是查询的返回结果
-        if response and hasattr(response, 'json'):
-            response_data = response.json()  # 提取 JSON 数据
 
-            # 检查 response_data 是否为列表且不为空
-            if isinstance(response_data, list) and len(response_data) > 0:
+        # 确保 response 是一个有效的列表
+        if response and isinstance(response, list):  # 检查 response 是否有效且为可迭代的列表
             # 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_data
-                    ]
+                "results": []
             }
-                logger.info(f"Search results for user {user_id}: {result}")
+            
+            # 遍历 response 中的每个 node
+            for i, node in enumerate(response):
+                # 确保每个 node 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:
-                # 如果没有有效结果
-                logger.warning("No valid results found in response_data or response_data is not a list.")
-                result = {
-                    "user_id": user_id,
-                    "query": request.query,
-                    "results": []  # 返回空结果
-                }
-        else:
-            logger.warning("Response is not iterable or invalid.")
+                    logger.warning(f"Result {i + 1} is missing necessary attributes.")
+            
+            # 如果没有有效的结果
+            if not result["results"]:
+                logger.warning("No valid results found in response.")
+        else:
+            logger.warning("No valid results found in response or response is not a list.")
             result = {
                 "user_id": user_id,
                 "query": request.query,
@@ -148,6 +154,9 @@ def search_docs(request: QueryRequest, user_id: str = Query(..., description="
 
 
 
+
+
+
         logger.info(f"Search results for user {user_id}: {result}")
         return result