Revert "不知道出了什么问题，先记录一下更新"

This reverts commit aca9e48683.

embedding_ollama.py

@@ -1,9 +1,14 @@
-import logging
+# embedding_ollama.py
 import requests
 from typing import List
-import traceback
 
 class OllamaEmbeddings:
+    """
+    Ollama 本地服务提供的 Embedding 接口，
+    本需求里我们最终拼出形如: http://localhost:11434/api/embed
+    即 base_url + "/embed"
+    """
+
     def __init__(self, model_name: str, base_url: str):
         self.model_name = model_name
         self.base_url = base_url  # 这里应形如 http://localhost:11434/api (不再含 /v1)
@@ -44,28 +49,6 @@ class OllamaEmbeddings:
             response = requests.post(url, json=data)
             response.raise_for_status()
             result = response.json()
-            print(result)
-
-            # 检查返回结果是否包含 'embedding' 字段
-            if "embedding" not in result:
-                logging.warning(f"No 'embedding' field in response. Returning empty embedding.")
-                return []  # 返回空列表
             return result["embedding"]
-
         except requests.exceptions.RequestException as e:
-            logging.error(f"Ollama embeddings request error: {e}")
-            logging.error(f"Request URL: {url}")
-            logging.error(f"Request Data: {data}")
-            logging.error("Full error details:\n" + traceback.format_exc())
-            return []
-
-        except ValueError as e:
-            logging.error(f"Invalid response structure: {e}")
-            logging.error(f"Response content: {response.text}")
-            logging.error("Full error details:\n" + traceback.format_exc())
-            return []
-
-        except Exception as e:
-            logging.error(f"Unexpected error: {e}")
-            logging.error("Full error details:\n" + traceback.format_exc())
-            return []
+            raise Exception(f"Ollama embeddings request error: {e}")