From 8c0836627a36461687416962edb2b1091cb709fc Mon Sep 17 00:00:00 2001
From: liqiang-fit2cloud <liqiang@fit2cloud.com>
Date: Wed, 19 Nov 2025 17:16:22 +0800
Subject: [PATCH] refactor: remove print.

---
 .../impl/base_text_to_video_node.py                       | 1 -
 apps/application/flow/workflow_manage.py                  | 8 ++++----
 apps/common/auth/authenticate.py                          | 4 ++--
 apps/common/handle/impl/text/html_split_handle.py         | 2 +-
 apps/knowledge/task/sync.py                               | 1 -
 .../aliyun_bai_lian_model_provider/credential/asr_stt.py  | 5 ++---
 .../credential/embedding.py                               | 4 ++--
 .../aliyun_bai_lian_model_provider/credential/image.py    | 4 +---
 .../impl/aliyun_bai_lian_model_provider/credential/itv.py | 5 ++---
 .../impl/aliyun_bai_lian_model_provider/credential/llm.py | 5 ++---
 .../aliyun_bai_lian_model_provider/credential/omni_stt.py | 4 ++--
 .../aliyun_bai_lian_model_provider/credential/reranker.py | 5 ++---
 .../impl/aliyun_bai_lian_model_provider/credential/stt.py | 5 ++---
 .../impl/aliyun_bai_lian_model_provider/credential/tti.py | 5 ++---
 .../impl/aliyun_bai_lian_model_provider/credential/tts.py | 5 ++---
 .../impl/aliyun_bai_lian_model_provider/credential/ttv.py | 5 ++---
 .../impl/aliyun_bai_lian_model_provider/model/stt.py      | 1 -
 .../impl/anthropic_model_provider/credential/image.py     | 3 +--
 .../impl/anthropic_model_provider/credential/llm.py       | 5 ++---
 .../aws_bedrock_model_provider/credential/embedding.py    | 5 ++---
 .../impl/aws_bedrock_model_provider/credential/llm.py     | 5 ++---
 .../impl/azure_model_provider/credential/embedding.py     | 5 ++---
 .../impl/azure_model_provider/credential/image.py         | 3 +--
 .../impl/azure_model_provider/credential/llm.py           | 5 ++---
 .../impl/azure_model_provider/credential/stt.py           | 5 ++---
 .../impl/azure_model_provider/credential/tti.py           | 5 ++---
 .../impl/azure_model_provider/credential/tts.py           | 5 ++---
 .../impl/deepseek_model_provider/credential/llm.py        | 5 ++---
 .../impl/gemini_model_provider/credential/embedding.py    | 5 ++---
 .../impl/gemini_model_provider/credential/image.py        | 3 +--
 .../impl/gemini_model_provider/credential/llm.py          | 5 ++---
 .../impl/gemini_model_provider/credential/stt.py          | 5 ++---
 .../impl/kimi_model_provider/credential/llm.py            | 5 ++---
 .../local_model_provider/credential/embedding/model.py    | 5 ++---
 .../local_model_provider/credential/reranker/model.py     | 5 ++---
 .../impl/local_model_provider/model/reranker/web.py       | 1 -
 .../impl/openai_model_provider/credential/embedding.py    | 4 ++--
 .../impl/openai_model_provider/credential/image.py        | 3 +--
 .../impl/openai_model_provider/credential/llm.py          | 5 ++---
 .../impl/openai_model_provider/credential/stt.py          | 5 ++---
 .../impl/openai_model_provider/credential/tti.py          | 5 ++---
 .../impl/openai_model_provider/credential/tts.py          | 5 ++---
 .../impl/regolo_model_provider/credential/embedding.py    | 5 ++---
 .../impl/regolo_model_provider/credential/image.py        | 7 ++-----
 .../impl/regolo_model_provider/credential/llm.py          | 5 ++---
 .../impl/regolo_model_provider/credential/tti.py          | 6 ++----
 .../siliconCloud_model_provider/credential/embedding.py   | 5 ++---
 .../impl/siliconCloud_model_provider/credential/image.py  | 3 +--
 .../impl/siliconCloud_model_provider/credential/llm.py    | 5 ++---
 .../siliconCloud_model_provider/credential/reranker.py    | 5 ++---
 .../impl/siliconCloud_model_provider/credential/stt.py    | 5 ++---
 .../impl/siliconCloud_model_provider/credential/tti.py    | 5 ++---
 .../impl/siliconCloud_model_provider/credential/tts.py    | 4 ++--
 .../impl/tencent_cloud_model_provider/credential/llm.py   | 5 ++---
 .../impl/tencent_model_provider/credential/embedding.py   | 5 ++---
 .../impl/tencent_model_provider/credential/image.py       | 3 +--
 .../impl/tencent_model_provider/credential/llm.py         | 5 ++---
 .../impl/tencent_model_provider/credential/stt.py         | 5 ++---
 .../impl/tencent_model_provider/credential/tti.py         | 5 ++---
 .../impl/vllm_model_provider/credential/embedding.py      | 5 ++---
 .../impl/vllm_model_provider/credential/image.py          | 3 +--
 .../impl/vllm_model_provider/credential/llm.py            | 5 ++---
 .../impl/vllm_model_provider/credential/reranker.py       | 5 ++---
 .../credential/embedding.py                               | 5 ++---
 .../volcanic_engine_model_provider/credential/image.py    | 3 +--
 .../impl/volcanic_engine_model_provider/credential/llm.py | 5 ++---
 .../impl/volcanic_engine_model_provider/credential/stt.py | 4 ++--
 .../impl/volcanic_engine_model_provider/credential/tti.py | 5 ++---
 .../impl/volcanic_engine_model_provider/credential/tts.py | 5 ++---
 .../impl/volcanic_engine_model_provider/credential/ttv.py | 5 ++---
 .../impl/wenxin_model_provider/credential/embedding.py    | 5 ++---
 .../impl/wenxin_model_provider/credential/llm.py          | 5 ++---
 .../impl/xf_model_provider/credential/embedding.py        | 5 ++---
 .../impl/xf_model_provider/credential/image.py            | 5 ++---
 .../impl/xf_model_provider/credential/llm.py              | 5 ++---
 .../impl/xf_model_provider/credential/stt.py              | 5 ++---
 .../impl/xf_model_provider/credential/tts.py              | 5 ++---
 .../impl/xf_model_provider/credential/zh_en_stt.py        | 5 ++---
 .../impl/zhipu_model_provider/credential/image.py         | 3 +--
 .../impl/zhipu_model_provider/credential/llm.py           | 5 ++---
 .../impl/zhipu_model_provider/credential/tti.py           | 5 ++---
 81 files changed, 145 insertions(+), 222 deletions(-)

diff --git a/apps/application/flow/step_node/text_to_video_step_node/impl/base_text_to_video_node.py b/apps/application/flow/step_node/text_to_video_step_node/impl/base_text_to_video_node.py
index 2d8e3fc4c..9d1dba37d 100644
--- a/apps/application/flow/step_node/text_to_video_step_node/impl/base_text_to_video_node.py
+++ b/apps/application/flow/step_node/text_to_video_step_node/impl/base_text_to_video_node.py
@@ -37,7 +37,6 @@ class BaseTextToVideoNode(ITextToVideoNode):
         self.context['dialogue_type'] = dialogue_type
         self.context['negative_prompt'] = self.generate_prompt_question(negative_prompt)
         video_urls = ttv_model.generate_video(question, negative_prompt)
-        print('video_urls', video_urls)
         # 保存图片
         if video_urls is None:
             return NodeResult({'answer': gettext('Failed to generate video')}, {})
diff --git a/apps/application/flow/workflow_manage.py b/apps/application/flow/workflow_manage.py
index 343d6f9aa..2eeeaad3a 100644
--- a/apps/application/flow/workflow_manage.py
+++ b/apps/application/flow/workflow_manage.py
@@ -9,7 +9,6 @@
 import concurrent
 import json
 import threading
-import traceback
 from concurrent.futures import ThreadPoolExecutor
 from functools import reduce
 from typing import List, Dict
@@ -26,6 +25,7 @@ from application.flow.i_step_node import INode, WorkFlowPostHandler, NodeResult
 from application.flow.step_node import get_node
 from common.handle.base_to_response import BaseToResponse
 from common.handle.impl.response.system_to_response import SystemToResponse
+from common.utils.logger import maxkb_logger
 
 executor = ThreadPoolExecutor(max_workers=200)
 
@@ -383,7 +383,7 @@ class WorkflowManage:
                 current_node, node_result_future)
             return result
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
         return None
 
     def hand_node_result(self, current_node, node_result_future):
@@ -395,7 +395,7 @@ class WorkflowManage:
                 list(result)
             return current_result
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             self.status = 500
             current_node.get_write_error_context(e)
             self.answer += str(e)
@@ -473,7 +473,7 @@ class WorkflowManage:
             return current_result
         except Exception as e:
             # 添加节点
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             chunk = self.base_to_response.to_stream_chunk_response(self.params['chat_id'],
                                                                    self.params['chat_record_id'],
                                                                    current_node.id,
diff --git a/apps/common/auth/authenticate.py b/apps/common/auth/authenticate.py
index a762fed11..30bccf590 100644
--- a/apps/common/auth/authenticate.py
+++ b/apps/common/auth/authenticate.py
@@ -6,7 +6,6 @@
     @date：2023/9/4 11:16
     @desc:  认证类
 """
-import traceback
 from importlib import import_module
 
 from django.conf import settings
@@ -18,6 +17,7 @@ from rest_framework.authentication import TokenAuthentication
 
 from common.exception.app_exception import AppAuthenticationFailed, AppEmbedIdentityFailed, AppChatNumOutOfBoundsFailed, \
     AppApiException
+from common.utils.logger import maxkb_logger
 
 token_cache = cache.caches['default']
 
@@ -88,7 +88,7 @@ class TokenAuth(TokenAuthentication):
                     return handle.handle(request, token, token_details.get_token_details)
             raise AppAuthenticationFailed(1002, _('Authentication information is incorrect! illegal user'))
         except Exception as e:
-            traceback.print_stack()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppEmbedIdentityFailed) or isinstance(e, AppChatNumOutOfBoundsFailed) or isinstance(e,
                                                                                                                  AppApiException):
                 raise e
diff --git a/apps/common/handle/impl/text/html_split_handle.py b/apps/common/handle/impl/text/html_split_handle.py
index a82cfdaec..6ac8c44d9 100644
--- a/apps/common/handle/impl/text/html_split_handle.py
+++ b/apps/common/handle/impl/text/html_split_handle.py
@@ -77,5 +77,5 @@ class HTMLSplitHandle(BaseSplitHandle):
             content = buffer.decode(encoding)
             return html2text(content)
         except BaseException as e:
-            traceback.print_exception(e)
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             return f'{e}'
diff --git a/apps/knowledge/task/sync.py b/apps/knowledge/task/sync.py
index 20d92386e..a113f7b48 100644
--- a/apps/knowledge/task/sync.py
+++ b/apps/knowledge/task/sync.py
@@ -7,7 +7,6 @@
     @desc:
 """
 
-import logging
 import traceback
 from typing import List
 
diff --git a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/asr_stt.py b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/asr_stt.py
index 93374e47d..64f0aea5b 100644
--- a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/asr_stt.py
+++ b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/asr_stt.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict, Any
 
 from common import forms
@@ -7,7 +6,7 @@ from common.exception.app_exception import AppApiException
 from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
 from django.utils.translation import gettext as _
-
+from common.utils.logger import maxkb_logger
 
 class AliyunBaiLianAsrSTTModelCredential(BaseForm, BaseModelCredential):
     api_url = forms.TextInputField(_('API URL'), required=True)
@@ -41,7 +40,7 @@ class AliyunBaiLianAsrSTTModelCredential(BaseForm, BaseModelCredential):
         try:
             model = provider.get_model(model_type, model_name, model_credential)
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/embedding.py b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/embedding.py
index 0a3c39107..28127c055 100644
--- a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/embedding.py
+++ b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/embedding.py
@@ -6,7 +6,6 @@
     @date：2024/10/16 17:01
     @desc:
 """
-import traceback
 from typing import Dict, Any
 
 from django.utils.translation import gettext as _
@@ -16,6 +15,7 @@ from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
 from models_provider.impl.aliyun_bai_lian_model_provider.model.embedding import AliyunBaiLianEmbedding
+from common.utils.logger import maxkb_logger
 
 class BaiLianEmbeddingModelParams(BaseForm):
     dimensions = forms.SingleSelect(
@@ -69,7 +69,7 @@ class AliyunBaiLianEmbeddingCredential(BaseForm, BaseModelCredential):
             model: AliyunBaiLianEmbedding = provider.get_model(model_type, model_name, model_credential)
             model.embed_query(_("Hello"))
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/image.py b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/image.py
index 444b1ff2f..24657f6f4 100644
--- a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/image.py
+++ b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/image.py
@@ -6,11 +6,9 @@
     @date：2024/7/11 18:41
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
-from langchain_core.messages import HumanMessage
 
 from common import forms
 from common.exception.app_exception import AppApiException
@@ -69,7 +67,7 @@ class QwenVLModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.check_auth(model_credential.get('api_key'))
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/itv.py b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/itv.py
index 81c4e2286..7f38f49c4 100644
--- a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/itv.py
+++ b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/itv.py
@@ -1,6 +1,5 @@
 # coding=utf-8
 
-import traceback
 from typing import Dict, Any
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -9,7 +8,7 @@ from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, PasswordInputField, SingleSelect, SliderField, TooltipLabel
 from common.forms.switch_field import SwitchField
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class QwenModelParams(BaseForm):
     """
@@ -85,7 +84,7 @@ class ImageToVideoModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             res = model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/llm.py b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/llm.py
index 53d9ebda9..9511e2ef0 100644
--- a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/llm.py
+++ b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/llm.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from langchain_core.messages import HumanMessage
@@ -9,7 +8,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class BaiLianLLMModelParams(BaseForm):
     temperature = forms.SliderField(
@@ -76,7 +75,7 @@ class BaiLianLLMModelCredential(BaseForm, BaseModelCredential):
             else:
                 model.invoke([HumanMessage(content=gettext('Hello'))])
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/omni_stt.py b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/omni_stt.py
index 0b704fbc4..6b1e2f894 100644
--- a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/omni_stt.py
+++ b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/omni_stt.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict, Any
 
 from common import forms
@@ -7,6 +6,7 @@ from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, PasswordInputField, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
 from django.utils.translation import gettext as _
+from common.utils.logger import maxkb_logger
 
 class AliyunBaiLianOmiSTTModelParams(BaseForm):
     CueWord = forms.TextInputField(
@@ -49,7 +49,7 @@ class AliyunBaiLianOmiSTTModelCredential(BaseForm, BaseModelCredential):
         try:
             model = provider.get_model(model_type, model_name, model_credential)
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/reranker.py b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/reranker.py
index f6131492a..a43b4007b 100644
--- a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/reranker.py
+++ b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/reranker.py
@@ -1,6 +1,5 @@
 # coding=utf-8
 
-import traceback
 from typing import Dict, Any
 
 from django.utils.translation import gettext as _
@@ -10,7 +9,7 @@ from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, PasswordInputField
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
 from models_provider.impl.aliyun_bai_lian_model_provider.model.reranker import AliyunBaiLianReranker
-
+from common.utils.logger import maxkb_logger
 
 class AliyunBaiLianRerankerCredential(BaseForm, BaseModelCredential):
     """
@@ -60,7 +59,7 @@ class AliyunBaiLianRerankerCredential(BaseForm, BaseModelCredential):
             model: AliyunBaiLianReranker = provider.get_model(model_type, model_name, model_credential)
             model.compress_documents([Document(page_content=_('Hello'))], _('Hello'))
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/stt.py b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/stt.py
index a6ee93912..dd2f56c23 100644
--- a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/stt.py
+++ b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/stt.py
@@ -1,6 +1,5 @@
 # coding=utf-8
 
-import traceback
 from typing import Dict, Any
 
 from django.utils.translation import gettext as _
@@ -9,7 +8,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, PasswordInputField, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class AliyunBaiLianSTTModelParams(BaseForm):
     sample_rate = forms.SliderField(
@@ -68,7 +67,7 @@ class AliyunBaiLianSTTModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential,**model_params)
             model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/tti.py b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/tti.py
index 5731b5a6d..82f1d7185 100644
--- a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/tti.py
+++ b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/tti.py
@@ -1,6 +1,5 @@
 # coding=utf-8
 
-import traceback
 from typing import Dict, Any
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -8,7 +7,7 @@ from django.utils.translation import gettext_lazy as _, gettext
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, PasswordInputField, SingleSelect, SliderField, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class QwenModelParams(BaseForm):
     """
@@ -110,7 +109,7 @@ class QwenTextToImageModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             res = model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/tts.py b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/tts.py
index 681b670fc..089d25900 100644
--- a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/tts.py
+++ b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/tts.py
@@ -1,6 +1,5 @@
 # coding=utf-8
 
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -8,7 +7,7 @@ from django.utils.translation import gettext_lazy as _, gettext
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, PasswordInputField, SingleSelect, SliderField, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class AliyunBaiLianTTSModelGeneralParams(BaseForm):
     """
@@ -103,7 +102,7 @@ class AliyunBaiLianTTSModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/ttv.py b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/ttv.py
index 14709bb90..b78f86ab9 100644
--- a/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/ttv.py
+++ b/apps/models_provider/impl/aliyun_bai_lian_model_provider/credential/ttv.py
@@ -1,6 +1,5 @@
 # coding=utf-8
 
-import traceback
 from typing import Dict, Any
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -9,7 +8,7 @@ from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, PasswordInputField, SingleSelect, SliderField, TooltipLabel
 from common.forms.switch_field import SwitchField
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class QwenModelParams(BaseForm):
     """
@@ -87,7 +86,7 @@ class TextToVideoModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             res = model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/aliyun_bai_lian_model_provider/model/stt.py b/apps/models_provider/impl/aliyun_bai_lian_model_provider/model/stt.py
index ece41f3dd..f48c0adf2 100644
--- a/apps/models_provider/impl/aliyun_bai_lian_model_provider/model/stt.py
+++ b/apps/models_provider/impl/aliyun_bai_lian_model_provider/model/stt.py
@@ -54,7 +54,6 @@ class AliyunBaiLianSpeechToText(MaxKBBaseModel, BaseSpeechToText):
             'callback': None,
             **self.params
         }
-        print(recognition_params)
         recognition = Recognition(**recognition_params)
 
 
diff --git a/apps/models_provider/impl/anthropic_model_provider/credential/image.py b/apps/models_provider/impl/anthropic_model_provider/credential/image.py
index ff824347e..9d0d01f00 100644
--- a/apps/models_provider/impl/anthropic_model_provider/credential/image.py
+++ b/apps/models_provider/impl/anthropic_model_provider/credential/image.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -54,7 +53,7 @@ class AnthropicImageModelCredential(BaseForm, BaseModelCredential):
             for chunk in res:
                 maxkb_logger.info(chunk)
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/anthropic_model_provider/credential/llm.py b/apps/models_provider/impl/anthropic_model_provider/credential/llm.py
index 38e0b3cf5..c90e8ff67 100644
--- a/apps/models_provider/impl/anthropic_model_provider/credential/llm.py
+++ b/apps/models_provider/impl/anthropic_model_provider/credential/llm.py
@@ -6,7 +6,6 @@
     @date：2024/7/11 18:32
     @desc:
 """
-import traceback
 from typing import Dict
 
 from langchain_core.messages import HumanMessage
@@ -16,7 +15,7 @@ from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
 from django.utils.translation import gettext_lazy as _, gettext
-
+from common.utils.logger import maxkb_logger
 
 class AnthropicLLMModelParams(BaseForm):
     temperature = forms.SliderField(TooltipLabel(_('Temperature'),
@@ -56,7 +55,7 @@ class AnthropicLLMModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential)
             model.invoke([HumanMessage(content=gettext('Hello'))])
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/aws_bedrock_model_provider/credential/embedding.py b/apps/models_provider/impl/aws_bedrock_model_provider/credential/embedding.py
index 0bb5e52af..8c73af139 100644
--- a/apps/models_provider/impl/aws_bedrock_model_provider/credential/embedding.py
+++ b/apps/models_provider/impl/aws_bedrock_model_provider/credential/embedding.py
@@ -1,4 +1,3 @@
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -8,7 +7,7 @@ from common.exception.app_exception import AppApiException
 from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
 from models_provider.impl.aws_bedrock_model_provider.model.embedding import BedrockEmbeddingModel
-
+from common.utils.logger import maxkb_logger
 
 class BedrockEmbeddingCredential(BaseForm, BaseModelCredential):
 
@@ -35,7 +34,7 @@ class BedrockEmbeddingCredential(BaseForm, BaseModelCredential):
         except AppApiException:
             raise
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if raise_exception:
                 raise AppApiException(ValidCode.valid_error.value,
                                       _('Verification failed, please check whether the parameters are correct: {error}').format(
diff --git a/apps/models_provider/impl/aws_bedrock_model_provider/credential/llm.py b/apps/models_provider/impl/aws_bedrock_model_provider/credential/llm.py
index 358e66309..32527dac0 100644
--- a/apps/models_provider/impl/aws_bedrock_model_provider/credential/llm.py
+++ b/apps/models_provider/impl/aws_bedrock_model_provider/credential/llm.py
@@ -1,4 +1,3 @@
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -8,7 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import ValidCode, BaseModelCredential
-
+from common.utils.logger import maxkb_logger
 
 class BedrockLLMModelParams(BaseForm):
     temperature = forms.SliderField(TooltipLabel(_('Temperature'),
@@ -54,7 +53,7 @@ class BedrockLLMModelCredential(BaseForm, BaseModelCredential):
         except AppApiException:
             raise
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if raise_exception:
                 raise AppApiException(ValidCode.valid_error.value,
                                       gettext(
diff --git a/apps/models_provider/impl/azure_model_provider/credential/embedding.py b/apps/models_provider/impl/azure_model_provider/credential/embedding.py
index 329b7acbd..c37f750b1 100644
--- a/apps/models_provider/impl/azure_model_provider/credential/embedding.py
+++ b/apps/models_provider/impl/azure_model_provider/credential/embedding.py
@@ -6,7 +6,6 @@
     @date：2024/7/11 17:08
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -15,7 +14,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class AzureOpenAIEmbeddingCredential(BaseForm, BaseModelCredential):
 
@@ -36,7 +35,7 @@ class AzureOpenAIEmbeddingCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential)
             model.embed_query(_('Hello'))
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/azure_model_provider/credential/image.py b/apps/models_provider/impl/azure_model_provider/credential/image.py
index b5d07d667..eefd0ea98 100644
--- a/apps/models_provider/impl/azure_model_provider/credential/image.py
+++ b/apps/models_provider/impl/azure_model_provider/credential/image.py
@@ -1,7 +1,6 @@
 # coding=utf-8
 import base64
 import os
-import traceback
 from typing import Dict
 
 from langchain_core.messages import HumanMessage
@@ -57,7 +56,7 @@ class AzureOpenAIImageModelCredential(BaseForm, BaseModelCredential):
             for chunk in res:
                 maxkb_logger.info(chunk)
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/azure_model_provider/credential/llm.py b/apps/models_provider/impl/azure_model_provider/credential/llm.py
index 1e1967f6f..f9f3ad86b 100644
--- a/apps/models_provider/impl/azure_model_provider/credential/llm.py
+++ b/apps/models_provider/impl/azure_model_provider/credential/llm.py
@@ -6,7 +6,6 @@
     @date：2024/7/11 17:08
     @desc:
 """
-import traceback
 from typing import Dict
 
 from langchain_core.messages import HumanMessage
@@ -17,7 +16,7 @@ from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
 from django.utils.translation import gettext_lazy as _, gettext
-
+from common.utils.logger import maxkb_logger
 
 class AzureLLMModelParams(BaseForm):
     temperature = forms.SliderField(TooltipLabel(_('Temperature'),
@@ -68,7 +67,7 @@ class AzureLLMModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.invoke([HumanMessage(content=gettext('Hello'))])
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException) or isinstance(e, BadRequestError):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/azure_model_provider/credential/stt.py b/apps/models_provider/impl/azure_model_provider/credential/stt.py
index cd115473f..ac82e00d4 100644
--- a/apps/models_provider/impl/azure_model_provider/credential/stt.py
+++ b/apps/models_provider/impl/azure_model_provider/credential/stt.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -8,7 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class AzureOpenAISTTModelCredential(BaseForm, BaseModelCredential):
     api_version = forms.TextInputField("API Version", required=True)
@@ -32,7 +31,7 @@ class AzureOpenAISTTModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/azure_model_provider/credential/tti.py b/apps/models_provider/impl/azure_model_provider/credential/tti.py
index a4eef6b61..c370eaa4e 100644
--- a/apps/models_provider/impl/azure_model_provider/credential/tti.py
+++ b/apps/models_provider/impl/azure_model_provider/credential/tti.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -8,7 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class AzureOpenAITTIModelParams(BaseForm):
     size = forms.SingleSelect(
@@ -67,7 +66,7 @@ class AzureOpenAITextToImageModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             res = model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/azure_model_provider/credential/tts.py b/apps/models_provider/impl/azure_model_provider/credential/tts.py
index 7c575b900..c5e6318cf 100644
--- a/apps/models_provider/impl/azure_model_provider/credential/tts.py
+++ b/apps/models_provider/impl/azure_model_provider/credential/tts.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -8,7 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class AzureOpenAITTSModelGeneralParams(BaseForm):
     # alloy, echo, fable, onyx, nova, shimmer
@@ -50,7 +49,7 @@ class AzureOpenAITTSModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/deepseek_model_provider/credential/llm.py b/apps/models_provider/impl/deepseek_model_provider/credential/llm.py
index 7943c4077..d06997dba 100644
--- a/apps/models_provider/impl/deepseek_model_provider/credential/llm.py
+++ b/apps/models_provider/impl/deepseek_model_provider/credential/llm.py
@@ -6,7 +6,6 @@
     @date：2024/7/11 17:51
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -16,7 +15,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class DeepSeekLLMModelParams(BaseForm):
     temperature = forms.SliderField(TooltipLabel(_('Temperature'),
@@ -56,7 +55,7 @@ class DeepSeekLLMModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.invoke([HumanMessage(content=gettext('Hello'))])
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/gemini_model_provider/credential/embedding.py b/apps/models_provider/impl/gemini_model_provider/credential/embedding.py
index 5d88b9fc1..126398495 100644
--- a/apps/models_provider/impl/gemini_model_provider/credential/embedding.py
+++ b/apps/models_provider/impl/gemini_model_provider/credential/embedding.py
@@ -6,7 +6,6 @@
     @date：2024/7/12 16:45
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -15,7 +14,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class GeminiEmbeddingCredential(BaseForm, BaseModelCredential):
     def is_valid(self, model_type: str, model_name, model_credential: Dict[str, object], model_params, provider,
@@ -35,7 +34,7 @@ class GeminiEmbeddingCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential)
             model.embed_query(_('Hello'))
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/gemini_model_provider/credential/image.py b/apps/models_provider/impl/gemini_model_provider/credential/image.py
index 026ed2e80..4539957b6 100644
--- a/apps/models_provider/impl/gemini_model_provider/credential/image.py
+++ b/apps/models_provider/impl/gemini_model_provider/credential/image.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -53,7 +52,7 @@ class GeminiImageModelCredential(BaseForm, BaseModelCredential):
             for chunk in res:
                 maxkb_logger.info(chunk)
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/gemini_model_provider/credential/llm.py b/apps/models_provider/impl/gemini_model_provider/credential/llm.py
index f369eb309..d1eb5b876 100644
--- a/apps/models_provider/impl/gemini_model_provider/credential/llm.py
+++ b/apps/models_provider/impl/gemini_model_provider/credential/llm.py
@@ -6,7 +6,6 @@
     @date：2024/7/11 17:57
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -16,7 +15,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class GeminiLLMModelParams(BaseForm):
     temperature = forms.SliderField(TooltipLabel(_('Temperature'),
@@ -56,7 +55,7 @@ class GeminiLLMModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             res = model.invoke([HumanMessage(content=gettext('Hello'))])
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/gemini_model_provider/credential/stt.py b/apps/models_provider/impl/gemini_model_provider/credential/stt.py
index 475cf4c2e..470185fa2 100644
--- a/apps/models_provider/impl/gemini_model_provider/credential/stt.py
+++ b/apps/models_provider/impl/gemini_model_provider/credential/stt.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -8,7 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class GeminiSTTModelCredential(BaseForm, BaseModelCredential):
     api_key = forms.PasswordInputField('API Key', required=True)
@@ -30,7 +29,7 @@ class GeminiSTTModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential)
             model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/kimi_model_provider/credential/llm.py b/apps/models_provider/impl/kimi_model_provider/credential/llm.py
index 7c2e4b174..d451e39f3 100644
--- a/apps/models_provider/impl/kimi_model_provider/credential/llm.py
+++ b/apps/models_provider/impl/kimi_model_provider/credential/llm.py
@@ -6,7 +6,6 @@
     @date：2024/7/11 18:06
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -16,7 +15,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class KimiLLMModelParams(BaseForm):
     temperature = forms.SliderField(TooltipLabel(_('Temperature'),
@@ -56,7 +55,7 @@ class KimiLLMModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.invoke([HumanMessage(content=gettext('Hello'))])
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/local_model_provider/credential/embedding/model.py b/apps/models_provider/impl/local_model_provider/credential/embedding/model.py
index d9ec4c3da..402c48c12 100644
--- a/apps/models_provider/impl/local_model_provider/credential/embedding/model.py
+++ b/apps/models_provider/impl/local_model_provider/credential/embedding/model.py
@@ -6,7 +6,6 @@
     @date：2025/11/7 14:02
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -16,7 +15,7 @@ from common.exception.app_exception import AppApiException
 from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
 from models_provider.impl.local_model_provider.model.embedding import LocalEmbedding
-
+from common.utils.logger import maxkb_logger
 
 class LocalEmbeddingCredential(BaseForm, BaseModelCredential):
 
@@ -35,7 +34,7 @@ class LocalEmbeddingCredential(BaseForm, BaseModelCredential):
             model: LocalEmbedding = provider.get_model(model_type, model_name, model_credential)
             model.embed_query(gettext('Hello'))
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/local_model_provider/credential/reranker/model.py b/apps/models_provider/impl/local_model_provider/credential/reranker/model.py
index 85b2abce9..3c6fa4e32 100644
--- a/apps/models_provider/impl/local_model_provider/credential/reranker/model.py
+++ b/apps/models_provider/impl/local_model_provider/credential/reranker/model.py
@@ -6,7 +6,6 @@
     @date：2025/11/7 14:23
     @desc:
 """
-import traceback
 from typing import Dict
 
 from langchain_core.documents import Document
@@ -17,7 +16,7 @@ from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
 from models_provider.impl.local_model_provider.model.reranker import LocalReranker
 from django.utils.translation import gettext_lazy as _, gettext
-
+from common.utils.logger import maxkb_logger
 
 class LocalRerankerCredential(BaseForm, BaseModelCredential):
 
@@ -36,7 +35,7 @@ class LocalRerankerCredential(BaseForm, BaseModelCredential):
             model: LocalReranker = provider.get_model(model_type, model_name, model_credential)
             model.compress_documents([Document(page_content=gettext('Hello'))], gettext('Hello'))
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/local_model_provider/model/reranker/web.py b/apps/models_provider/impl/local_model_provider/model/reranker/web.py
index 45ab6978a..8be3850be 100644
--- a/apps/models_provider/impl/local_model_provider/model/reranker/web.py
+++ b/apps/models_provider/impl/local_model_provider/model/reranker/web.py
@@ -32,7 +32,6 @@ class LocalReranker(MaxKBBaseModel, BaseModel, BaseDocumentCompressor):
 
     def __init__(self, **kwargs):
         super().__init__(**kwargs)
-        print('ssss', kwargs.get('model_id', None))
         self.model_id = kwargs.get('model_id', None)
 
     def compress_documents(self, documents: Sequence[Document], query: str, callbacks: Optional[Callbacks] = None) -> \
diff --git a/apps/models_provider/impl/openai_model_provider/credential/embedding.py b/apps/models_provider/impl/openai_model_provider/credential/embedding.py
index b86285a4e..4be5f32a8 100644
--- a/apps/models_provider/impl/openai_model_provider/credential/embedding.py
+++ b/apps/models_provider/impl/openai_model_provider/credential/embedding.py
@@ -6,7 +6,6 @@
     @date：2024/7/12 16:45
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -15,6 +14,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
+from common.utils.logger import maxkb_logger
 
 class OpenAIEmbeddingModelParams(BaseForm):
     dimensions = forms.SingleSelect(
@@ -53,7 +53,7 @@ class OpenAIEmbeddingCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential)
             model.embed_query(_('Hello'))
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/openai_model_provider/credential/image.py b/apps/models_provider/impl/openai_model_provider/credential/image.py
index 3f9a6cc3a..071a8335b 100644
--- a/apps/models_provider/impl/openai_model_provider/credential/image.py
+++ b/apps/models_provider/impl/openai_model_provider/credential/image.py
@@ -1,7 +1,6 @@
 # coding=utf-8
 import base64
 import os
-import traceback
 from typing import Dict
 
 from langchain_core.messages import HumanMessage
@@ -56,7 +55,7 @@ class OpenAIImageModelCredential(BaseForm, BaseModelCredential):
             for chunk in res:
                 maxkb_logger.info(chunk)
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/openai_model_provider/credential/llm.py b/apps/models_provider/impl/openai_model_provider/credential/llm.py
index c97476c33..a2db9fe68 100644
--- a/apps/models_provider/impl/openai_model_provider/credential/llm.py
+++ b/apps/models_provider/impl/openai_model_provider/credential/llm.py
@@ -6,7 +6,6 @@
     @date：2024/7/11 18:32
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -17,7 +16,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class OpenAILLMModelParams(BaseForm):
     temperature = forms.SliderField(TooltipLabel(_('Temperature'),
@@ -58,7 +57,7 @@ class OpenAILLMModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.invoke([HumanMessage(content=gettext('Hello'))])
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException) or isinstance(e, BadRequestError):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/openai_model_provider/credential/stt.py b/apps/models_provider/impl/openai_model_provider/credential/stt.py
index b70785bc6..1675835c1 100644
--- a/apps/models_provider/impl/openai_model_provider/credential/stt.py
+++ b/apps/models_provider/impl/openai_model_provider/credential/stt.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -8,7 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class OpenAISTTModelParams(BaseForm):
     language = forms.TextInputField(
@@ -38,7 +37,7 @@ class OpenAISTTModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/openai_model_provider/credential/tti.py b/apps/models_provider/impl/openai_model_provider/credential/tti.py
index e999f385c..ba8826742 100644
--- a/apps/models_provider/impl/openai_model_provider/credential/tti.py
+++ b/apps/models_provider/impl/openai_model_provider/credential/tti.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -8,7 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class OpenAITTIModelParams(BaseForm):
     size = forms.SingleSelect(
@@ -70,7 +69,7 @@ class OpenAITextToImageModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             res = model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/openai_model_provider/credential/tts.py b/apps/models_provider/impl/openai_model_provider/credential/tts.py
index b499f3506..6c70aca87 100644
--- a/apps/models_provider/impl/openai_model_provider/credential/tts.py
+++ b/apps/models_provider/impl/openai_model_provider/credential/tts.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -8,7 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class OpenAITTSModelGeneralParams(BaseForm):
     # alloy, echo, fable, onyx, nova, shimmer
@@ -49,7 +48,7 @@ class OpenAITTSModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/regolo_model_provider/credential/embedding.py b/apps/models_provider/impl/regolo_model_provider/credential/embedding.py
index c935d2c54..3a447036c 100644
--- a/apps/models_provider/impl/regolo_model_provider/credential/embedding.py
+++ b/apps/models_provider/impl/regolo_model_provider/credential/embedding.py
@@ -6,7 +6,6 @@
     @date：2024/7/12 16:45
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -15,7 +14,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class RegoloEmbeddingCredential(BaseForm, BaseModelCredential):
     def is_valid(self, model_type: str, model_name, model_credential: Dict[str, object], model_params, provider,
@@ -35,7 +34,7 @@ class RegoloEmbeddingCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential)
             model.embed_query(_('Hello'))
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/regolo_model_provider/credential/image.py b/apps/models_provider/impl/regolo_model_provider/credential/image.py
index 6f845fdc7..c45790319 100644
--- a/apps/models_provider/impl/regolo_model_provider/credential/image.py
+++ b/apps/models_provider/impl/regolo_model_provider/credential/image.py
@@ -1,7 +1,6 @@
 # coding=utf-8
 import base64
 import os
-import traceback
 from typing import Dict
 
 from langchain_core.messages import HumanMessage
@@ -12,7 +11,7 @@ from common.forms import BaseForm, TooltipLabel
 from django.utils.translation import gettext_lazy as _, gettext
 
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class RegoloImageModelParams(BaseForm):
     temperature = forms.SliderField(TooltipLabel(_('Temperature'),
@@ -53,10 +52,8 @@ class RegoloImageModelCredential(BaseForm, BaseModelCredential):
         try:
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             res = model.stream([HumanMessage(content=[{"type": "text", "text": gettext('Hello')}])])
-            for chunk in res:
-                print(chunk)
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/regolo_model_provider/credential/llm.py b/apps/models_provider/impl/regolo_model_provider/credential/llm.py
index 46012ea76..d30bca684 100644
--- a/apps/models_provider/impl/regolo_model_provider/credential/llm.py
+++ b/apps/models_provider/impl/regolo_model_provider/credential/llm.py
@@ -6,7 +6,6 @@
     @date：2024/7/11 18:32
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -16,7 +15,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class RegoloLLMModelParams(BaseForm):
     temperature = forms.SliderField(TooltipLabel(_('Temperature'),
@@ -57,7 +56,7 @@ class RegoloLLMModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.invoke([HumanMessage(content=gettext('Hello'))])
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/regolo_model_provider/credential/tti.py b/apps/models_provider/impl/regolo_model_provider/credential/tti.py
index 8f203cf2d..3fa0eca67 100644
--- a/apps/models_provider/impl/regolo_model_provider/credential/tti.py
+++ b/apps/models_provider/impl/regolo_model_provider/credential/tti.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -8,7 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class RegoloTTIModelParams(BaseForm):
     size = forms.SingleSelect(
@@ -68,9 +67,8 @@ class RegoloTextToImageModelCredential(BaseForm, BaseModelCredential):
         try:
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             res = model.check_auth()
-            print(res)
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/siliconCloud_model_provider/credential/embedding.py b/apps/models_provider/impl/siliconCloud_model_provider/credential/embedding.py
index 0e9dc2e5f..92fa5778d 100644
--- a/apps/models_provider/impl/siliconCloud_model_provider/credential/embedding.py
+++ b/apps/models_provider/impl/siliconCloud_model_provider/credential/embedding.py
@@ -6,7 +6,6 @@
     @date：2024/7/12 16:45
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -15,7 +14,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class SiliconCloudEmbeddingCredential(BaseForm, BaseModelCredential):
     def is_valid(self, model_type: str, model_name, model_credential: Dict[str, object], model_params, provider,
@@ -35,7 +34,7 @@ class SiliconCloudEmbeddingCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential)
             model.embed_query(_('Hello'))
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/siliconCloud_model_provider/credential/image.py b/apps/models_provider/impl/siliconCloud_model_provider/credential/image.py
index 3c1664f5e..92b9f83e7 100644
--- a/apps/models_provider/impl/siliconCloud_model_provider/credential/image.py
+++ b/apps/models_provider/impl/siliconCloud_model_provider/credential/image.py
@@ -1,7 +1,6 @@
 # coding=utf-8
 import base64
 import os
-import traceback
 from typing import Dict
 
 from langchain_core.messages import HumanMessage
@@ -56,7 +55,7 @@ class SiliconCloudImageModelCredential(BaseForm, BaseModelCredential):
             for chunk in res:
                 maxkb_logger.info(chunk)
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/siliconCloud_model_provider/credential/llm.py b/apps/models_provider/impl/siliconCloud_model_provider/credential/llm.py
index 903ffd7a2..e096ba2bc 100644
--- a/apps/models_provider/impl/siliconCloud_model_provider/credential/llm.py
+++ b/apps/models_provider/impl/siliconCloud_model_provider/credential/llm.py
@@ -6,7 +6,6 @@
     @date：2024/7/11 18:32
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -16,7 +15,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class SiliconCloudLLMModelParams(BaseForm):
     temperature = forms.SliderField(TooltipLabel(_('Temperature'),
@@ -57,7 +56,7 @@ class SiliconCloudLLMModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.invoke([HumanMessage(content=gettext('Hello'))])
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/siliconCloud_model_provider/credential/reranker.py b/apps/models_provider/impl/siliconCloud_model_provider/credential/reranker.py
index a7c94a0e2..7a0b17ba6 100644
--- a/apps/models_provider/impl/siliconCloud_model_provider/credential/reranker.py
+++ b/apps/models_provider/impl/siliconCloud_model_provider/credential/reranker.py
@@ -6,7 +6,6 @@
     @date：2024/9/9 17:51
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -17,7 +16,7 @@ from common.exception.app_exception import AppApiException
 from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
 from models_provider.impl.siliconCloud_model_provider.model.reranker import SiliconCloudReranker
-
+from common.utils.logger import maxkb_logger
 
 class SiliconCloudRerankerCredential(BaseForm, BaseModelCredential):
 
@@ -36,7 +35,7 @@ class SiliconCloudRerankerCredential(BaseForm, BaseModelCredential):
             model: SiliconCloudReranker = provider.get_model(model_type, model_name, model_credential)
             model.compress_documents([Document(page_content=_('Hello'))], _('Hello'))
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/siliconCloud_model_provider/credential/stt.py b/apps/models_provider/impl/siliconCloud_model_provider/credential/stt.py
index 13e9cbe0e..83efa7d0f 100644
--- a/apps/models_provider/impl/siliconCloud_model_provider/credential/stt.py
+++ b/apps/models_provider/impl/siliconCloud_model_provider/credential/stt.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -8,7 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class SiliconCloudSTTModelCredential(BaseForm, BaseModelCredential):
     api_base = forms.TextInputField('API URL', required=True)
@@ -31,7 +30,7 @@ class SiliconCloudSTTModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential,**model_params)
             model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/siliconCloud_model_provider/credential/tti.py b/apps/models_provider/impl/siliconCloud_model_provider/credential/tti.py
index c90cf135a..6c252b05c 100644
--- a/apps/models_provider/impl/siliconCloud_model_provider/credential/tti.py
+++ b/apps/models_provider/impl/siliconCloud_model_provider/credential/tti.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -8,7 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class SiliconCloudTTIModelParams(BaseForm):
     size = forms.SingleSelect(
@@ -70,7 +69,7 @@ class SiliconCloudTextToImageModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             res = model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/siliconCloud_model_provider/credential/tts.py b/apps/models_provider/impl/siliconCloud_model_provider/credential/tts.py
index e28048323..216b0f160 100644
--- a/apps/models_provider/impl/siliconCloud_model_provider/credential/tts.py
+++ b/apps/models_provider/impl/siliconCloud_model_provider/credential/tts.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -8,6 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
+from common.utils.logger import maxkb_logger
 
 class SiliconCloudTTSModelGeneralParams(BaseForm):
     # alloy, echo, fable, onyx, nova, shimmer
@@ -50,7 +50,7 @@ class SiliconCloudTTSModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/tencent_cloud_model_provider/credential/llm.py b/apps/models_provider/impl/tencent_cloud_model_provider/credential/llm.py
index 8612956f2..422e63726 100644
--- a/apps/models_provider/impl/tencent_cloud_model_provider/credential/llm.py
+++ b/apps/models_provider/impl/tencent_cloud_model_provider/credential/llm.py
@@ -6,7 +6,6 @@
     @date：2024/7/11 18:32
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -16,7 +15,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class TencentCloudLLMModelParams(BaseForm):
     temperature = forms.SliderField(TooltipLabel(_('Temperature'),
@@ -57,7 +56,7 @@ class TencentCloudLLMModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.invoke([HumanMessage(content=gettext('Hello'))])
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/tencent_model_provider/credential/embedding.py b/apps/models_provider/impl/tencent_model_provider/credential/embedding.py
index 1b36f7251..4f31cc110 100644
--- a/apps/models_provider/impl/tencent_model_provider/credential/embedding.py
+++ b/apps/models_provider/impl/tencent_model_provider/credential/embedding.py
@@ -1,4 +1,3 @@
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -7,7 +6,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class TencentEmbeddingCredential(BaseForm, BaseModelCredential):
 
@@ -22,7 +21,7 @@ class TencentEmbeddingCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential)
             model.embed_query(_('Hello'))
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/tencent_model_provider/credential/image.py b/apps/models_provider/impl/tencent_model_provider/credential/image.py
index 7da20412d..e344ee5d3 100644
--- a/apps/models_provider/impl/tencent_model_provider/credential/image.py
+++ b/apps/models_provider/impl/tencent_model_provider/credential/image.py
@@ -6,7 +6,6 @@
     @date：2024/7/11 18:41
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -58,7 +57,7 @@ class TencentVisionModelCredential(BaseForm, BaseModelCredential):
             for chunk in res:
                 maxkb_logger.info(chunk)
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/tencent_model_provider/credential/llm.py b/apps/models_provider/impl/tencent_model_provider/credential/llm.py
index 0357c097b..b4d254ee0 100644
--- a/apps/models_provider/impl/tencent_model_provider/credential/llm.py
+++ b/apps/models_provider/impl/tencent_model_provider/credential/llm.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 
 from django.utils.translation import gettext_lazy as _, gettext
 from langchain_core.messages import HumanMessage
@@ -8,7 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class TencentLLMModelParams(BaseForm):
     temperature = forms.SliderField(TooltipLabel(_('Temperature'),
@@ -50,7 +49,7 @@ class TencentLLMModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.invoke([HumanMessage(content=gettext('Hello'))])
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if raise_exception:
                 raise AppApiException(ValidCode.valid_error.value,
                                       gettext(
diff --git a/apps/models_provider/impl/tencent_model_provider/credential/stt.py b/apps/models_provider/impl/tencent_model_provider/credential/stt.py
index 3eea500f2..a03684cb4 100644
--- a/apps/models_provider/impl/tencent_model_provider/credential/stt.py
+++ b/apps/models_provider/impl/tencent_model_provider/credential/stt.py
@@ -1,4 +1,3 @@
-import traceback
 
 from common import forms
 from common.exception.app_exception import AppApiException
@@ -6,7 +5,7 @@ from common.forms import BaseForm, TooltipLabel
 from django.utils.translation import gettext_lazy as _, gettext
 
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class TencentSSTModelParams(BaseForm):
     EngSerViceType = forms.SingleSelect(
@@ -71,7 +70,7 @@ class TencentSTTModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if raise_exception:
                 raise AppApiException(ValidCode.valid_error.value,
                                       gettext(
diff --git a/apps/models_provider/impl/tencent_model_provider/credential/tti.py b/apps/models_provider/impl/tencent_model_provider/credential/tti.py
index 464c06b17..98df630b4 100644
--- a/apps/models_provider/impl/tencent_model_provider/credential/tti.py
+++ b/apps/models_provider/impl/tencent_model_provider/credential/tti.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 
 from django.utils.translation import gettext_lazy as _, gettext
 
@@ -7,7 +6,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class TencentTTIModelParams(BaseForm):
     Style = forms.SingleSelect(
@@ -97,7 +96,7 @@ class TencentTTIModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if raise_exception:
                 raise AppApiException(ValidCode.valid_error.value,
                                       gettext(
diff --git a/apps/models_provider/impl/vllm_model_provider/credential/embedding.py b/apps/models_provider/impl/vllm_model_provider/credential/embedding.py
index 9ba9967d6..89a4f19e3 100644
--- a/apps/models_provider/impl/vllm_model_provider/credential/embedding.py
+++ b/apps/models_provider/impl/vllm_model_provider/credential/embedding.py
@@ -6,7 +6,6 @@
     @date：2024/7/12 16:45
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -15,7 +14,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class VllmEmbeddingCredential(BaseForm, BaseModelCredential):
     def is_valid(self, model_type: str, model_name, model_credential: Dict[str, object], model_params, provider,
@@ -35,7 +34,7 @@ class VllmEmbeddingCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential)
             model.embed_query(_('Hello'))
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/vllm_model_provider/credential/image.py b/apps/models_provider/impl/vllm_model_provider/credential/image.py
index 663121810..d8a0b235a 100644
--- a/apps/models_provider/impl/vllm_model_provider/credential/image.py
+++ b/apps/models_provider/impl/vllm_model_provider/credential/image.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -54,7 +53,7 @@ class VllmImageModelCredential(BaseForm, BaseModelCredential):
             for chunk in res:
                 maxkb_logger.info(chunk)
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/vllm_model_provider/credential/llm.py b/apps/models_provider/impl/vllm_model_provider/credential/llm.py
index 02b1b9a67..e15d858e2 100644
--- a/apps/models_provider/impl/vllm_model_provider/credential/llm.py
+++ b/apps/models_provider/impl/vllm_model_provider/credential/llm.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -9,7 +8,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class VLLMModelParams(BaseForm):
     temperature = forms.SliderField(TooltipLabel(_('Temperature'),
@@ -49,7 +48,7 @@ class VLLMModelCredential(BaseForm, BaseModelCredential):
         try:
             res = model.invoke([HumanMessage(content=gettext('Hello'))])
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             raise AppApiException(ValidCode.valid_error.value,
                                   gettext(
                                       'Verification failed, please check whether the parameters are correct: {error}').format(
diff --git a/apps/models_provider/impl/vllm_model_provider/credential/reranker.py b/apps/models_provider/impl/vllm_model_provider/credential/reranker.py
index a2ae71e73..881c85179 100644
--- a/apps/models_provider/impl/vllm_model_provider/credential/reranker.py
+++ b/apps/models_provider/impl/vllm_model_provider/credential/reranker.py
@@ -1,4 +1,3 @@
-import traceback
 from typing import Dict
 
 from langchain_core.documents import Document
@@ -10,7 +9,7 @@ from models_provider.base_model_provider import BaseModelCredential, ValidCode
 from django.utils.translation import gettext_lazy as _
 
 from models_provider.impl.vllm_model_provider.model.reranker import VllmBgeReranker
-
+from common.utils.logger import maxkb_logger
 
 class VllmRerankerCredential(BaseForm, BaseModelCredential):
     api_url = forms.TextInputField('API URL', required=True)
@@ -34,7 +33,7 @@ class VllmRerankerCredential(BaseForm, BaseModelCredential):
             test_text = str(_('Hello'))
             model.compress_documents([Document(page_content=test_text)], test_text)
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/volcanic_engine_model_provider/credential/embedding.py b/apps/models_provider/impl/volcanic_engine_model_provider/credential/embedding.py
index e2950940c..5cda8fd88 100644
--- a/apps/models_provider/impl/volcanic_engine_model_provider/credential/embedding.py
+++ b/apps/models_provider/impl/volcanic_engine_model_provider/credential/embedding.py
@@ -6,7 +6,6 @@
     @date：2024/7/12 16:45
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -15,7 +14,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class VolcanicEmbeddingCredential(BaseForm, BaseModelCredential):
     def is_valid(self, model_type: str, model_name, model_credential: Dict[str, object], model_params, provider,
@@ -35,7 +34,7 @@ class VolcanicEmbeddingCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential)
             model.embed_query(_('Hello'))
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/volcanic_engine_model_provider/credential/image.py b/apps/models_provider/impl/volcanic_engine_model_provider/credential/image.py
index ee44b35cc..0801ff62e 100644
--- a/apps/models_provider/impl/volcanic_engine_model_provider/credential/image.py
+++ b/apps/models_provider/impl/volcanic_engine_model_provider/credential/image.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -54,7 +53,7 @@ class VolcanicEngineImageModelCredential(BaseForm, BaseModelCredential):
             for chunk in res:
                 maxkb_logger.info(chunk)
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/volcanic_engine_model_provider/credential/llm.py b/apps/models_provider/impl/volcanic_engine_model_provider/credential/llm.py
index bc15cff4c..7d330fa98 100644
--- a/apps/models_provider/impl/volcanic_engine_model_provider/credential/llm.py
+++ b/apps/models_provider/impl/volcanic_engine_model_provider/credential/llm.py
@@ -6,7 +6,6 @@
     @date：2024/7/11 17:57
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -16,7 +15,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class VolcanicEngineLLMModelParams(BaseForm):
     temperature = forms.SliderField(TooltipLabel(_('Temperature'),
@@ -56,7 +55,7 @@ class VolcanicEngineLLMModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             res = model.invoke([HumanMessage(content=gettext('Hello'))])
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/volcanic_engine_model_provider/credential/stt.py b/apps/models_provider/impl/volcanic_engine_model_provider/credential/stt.py
index 12c18325f..60fed88d0 100644
--- a/apps/models_provider/impl/volcanic_engine_model_provider/credential/stt.py
+++ b/apps/models_provider/impl/volcanic_engine_model_provider/credential/stt.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -8,6 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
+from common.utils.logger import maxkb_logger
 
 class VolcanicEngineSTTModelParams(BaseForm):
     uid = forms.TextInputField(
@@ -42,7 +42,7 @@ class VolcanicEngineSTTModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/volcanic_engine_model_provider/credential/tti.py b/apps/models_provider/impl/volcanic_engine_model_provider/credential/tti.py
index 480dcff8e..c8269a0a1 100644
--- a/apps/models_provider/impl/volcanic_engine_model_provider/credential/tti.py
+++ b/apps/models_provider/impl/volcanic_engine_model_provider/credential/tti.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -8,7 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class VolcanicEngineTTIModelGeneralParams(BaseForm):
     size = forms.SingleSelect(
@@ -52,7 +51,7 @@ class VolcanicEngineTTIModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/volcanic_engine_model_provider/credential/tts.py b/apps/models_provider/impl/volcanic_engine_model_provider/credential/tts.py
index 2bef1211d..2fda2db37 100644
--- a/apps/models_provider/impl/volcanic_engine_model_provider/credential/tts.py
+++ b/apps/models_provider/impl/volcanic_engine_model_provider/credential/tts.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -8,7 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class VolcanicEngineTTSModelGeneralParams(BaseForm):
     voice_type = forms.SingleSelect(
@@ -60,7 +59,7 @@ class VolcanicEngineTTSModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/volcanic_engine_model_provider/credential/ttv.py b/apps/models_provider/impl/volcanic_engine_model_provider/credential/ttv.py
index bdb92a63d..304b415d7 100644
--- a/apps/models_provider/impl/volcanic_engine_model_provider/credential/ttv.py
+++ b/apps/models_provider/impl/volcanic_engine_model_provider/credential/ttv.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -9,7 +8,7 @@ from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel, SingleSelect, TextInputField
 from common.forms.switch_field import SwitchField
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class VolcanicEngineTTVModelGeneralParams(BaseForm):
     resolution = SingleSelect(
@@ -72,7 +71,7 @@ class VolcanicEngineTTVModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/wenxin_model_provider/credential/embedding.py b/apps/models_provider/impl/wenxin_model_provider/credential/embedding.py
index a0fc15d13..b250dffe9 100644
--- a/apps/models_provider/impl/wenxin_model_provider/credential/embedding.py
+++ b/apps/models_provider/impl/wenxin_model_provider/credential/embedding.py
@@ -6,7 +6,6 @@
     @date：2024/10/17 15:40
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -15,7 +14,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class QianfanEmbeddingCredential(BaseForm, BaseModelCredential):
 
@@ -46,7 +45,7 @@ class QianfanEmbeddingCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential)
             model.embed_query(_('Hello'))
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/wenxin_model_provider/credential/llm.py b/apps/models_provider/impl/wenxin_model_provider/credential/llm.py
index 48a636a86..0f30adc6b 100644
--- a/apps/models_provider/impl/wenxin_model_provider/credential/llm.py
+++ b/apps/models_provider/impl/wenxin_model_provider/credential/llm.py
@@ -6,7 +6,6 @@
     @date：2024/7/12 10:19
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -16,7 +15,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class WenxinLLMModelParams(BaseForm):
     temperature = forms.SliderField(TooltipLabel(_('Temperature'),
@@ -66,7 +65,7 @@ class WenxinLLMModelCredential(BaseForm, BaseModelCredential):
             model.invoke(
                 [HumanMessage(content=gettext('Hello'))])
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             raise e
         return True
 
diff --git a/apps/models_provider/impl/xf_model_provider/credential/embedding.py b/apps/models_provider/impl/xf_model_provider/credential/embedding.py
index d945da82a..4227f29f8 100644
--- a/apps/models_provider/impl/xf_model_provider/credential/embedding.py
+++ b/apps/models_provider/impl/xf_model_provider/credential/embedding.py
@@ -6,7 +6,6 @@
     @date：2024/10/17 15:40
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -15,7 +14,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class XFEmbeddingCredential(BaseForm, BaseModelCredential):
 
@@ -30,7 +29,7 @@ class XFEmbeddingCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential)
             model.embed_query(_('Hello'))
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/xf_model_provider/credential/image.py b/apps/models_provider/impl/xf_model_provider/credential/image.py
index e952ea349..7336d1355 100644
--- a/apps/models_provider/impl/xf_model_provider/credential/image.py
+++ b/apps/models_provider/impl/xf_model_provider/credential/image.py
@@ -1,7 +1,6 @@
 # coding=utf-8
 import base64
 import os
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -12,7 +11,7 @@ from common.exception.app_exception import AppApiException
 from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
 from models_provider.impl.xf_model_provider.model.image import ImageMessage
-
+from common.utils.logger import maxkb_logger
 
 class XunFeiImageModelCredential(BaseForm, BaseModelCredential):
     spark_api_url = forms.TextInputField('API URL', required=True,
@@ -42,7 +41,7 @@ class XunFeiImageModelCredential(BaseForm, BaseModelCredential):
                                 HumanMessage(_('Please outline this picture'))]
                 model.stream(message_list)
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/xf_model_provider/credential/llm.py b/apps/models_provider/impl/xf_model_provider/credential/llm.py
index 5a3de3c1b..5fa6b2bbd 100644
--- a/apps/models_provider/impl/xf_model_provider/credential/llm.py
+++ b/apps/models_provider/impl/xf_model_provider/credential/llm.py
@@ -6,7 +6,6 @@
     @date：2024/7/12 10:29
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -16,7 +15,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class XunFeiLLMModelGeneralParams(BaseForm):
     temperature = forms.SliderField(TooltipLabel(_('Temperature'),
@@ -75,7 +74,7 @@ class XunFeiLLMModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.invoke([HumanMessage(content=gettext('Hello'))])
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/xf_model_provider/credential/stt.py b/apps/models_provider/impl/xf_model_provider/credential/stt.py
index 67da706ba..e9cee6a4f 100644
--- a/apps/models_provider/impl/xf_model_provider/credential/stt.py
+++ b/apps/models_provider/impl/xf_model_provider/credential/stt.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -8,7 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class XunFeiSTTModelParams(BaseForm):
     language = forms.TextInputField(
@@ -51,7 +50,7 @@ class XunFeiSTTModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/xf_model_provider/credential/tts.py b/apps/models_provider/impl/xf_model_provider/credential/tts.py
index 68a481b29..121c7be91 100644
--- a/apps/models_provider/impl/xf_model_provider/credential/tts.py
+++ b/apps/models_provider/impl/xf_model_provider/credential/tts.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -8,7 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class XunFeiTTSModelGeneralParams(BaseForm):
     vcn = forms.SingleSelect(
@@ -56,7 +55,7 @@ class XunFeiTTSModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/xf_model_provider/credential/zh_en_stt.py b/apps/models_provider/impl/xf_model_provider/credential/zh_en_stt.py
index ebf5ce29c..b4f90e72e 100644
--- a/apps/models_provider/impl/xf_model_provider/credential/zh_en_stt.py
+++ b/apps/models_provider/impl/xf_model_provider/credential/zh_en_stt.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -8,7 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 
 class ZhEnXunFeiSTTModelCredential(BaseForm, BaseModelCredential):
@@ -38,7 +37,7 @@ class ZhEnXunFeiSTTModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/zhipu_model_provider/credential/image.py b/apps/models_provider/impl/zhipu_model_provider/credential/image.py
index a4baf259a..3fb4a7258 100644
--- a/apps/models_provider/impl/zhipu_model_provider/credential/image.py
+++ b/apps/models_provider/impl/zhipu_model_provider/credential/image.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -53,7 +52,7 @@ class ZhiPuImageModelCredential(BaseForm, BaseModelCredential):
             for chunk in res:
                 maxkb_logger.info(chunk)
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/zhipu_model_provider/credential/llm.py b/apps/models_provider/impl/zhipu_model_provider/credential/llm.py
index 9be8a4beb..dea09abdb 100644
--- a/apps/models_provider/impl/zhipu_model_provider/credential/llm.py
+++ b/apps/models_provider/impl/zhipu_model_provider/credential/llm.py
@@ -6,7 +6,6 @@
     @date：2024/7/12 10:46
     @desc:
 """
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -16,7 +15,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class ZhiPuLLMModelParams(BaseForm):
     temperature = forms.SliderField(TooltipLabel(_('Temperature'),
@@ -55,7 +54,7 @@ class ZhiPuLLMModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             model.invoke([HumanMessage(content=gettext('Hello'))])
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception:
diff --git a/apps/models_provider/impl/zhipu_model_provider/credential/tti.py b/apps/models_provider/impl/zhipu_model_provider/credential/tti.py
index 9cca94dab..2767bf8af 100644
--- a/apps/models_provider/impl/zhipu_model_provider/credential/tti.py
+++ b/apps/models_provider/impl/zhipu_model_provider/credential/tti.py
@@ -1,5 +1,4 @@
 # coding=utf-8
-import traceback
 from typing import Dict
 
 from django.utils.translation import gettext_lazy as _, gettext
@@ -8,7 +7,7 @@ from common import forms
 from common.exception.app_exception import AppApiException
 from common.forms import BaseForm, TooltipLabel
 from models_provider.base_model_provider import BaseModelCredential, ValidCode
-
+from common.utils.logger import maxkb_logger
 
 class ZhiPuTTIModelParams(BaseForm):
     size = forms.SingleSelect(
@@ -49,7 +48,7 @@ class ZhiPuTextToImageModelCredential(BaseForm, BaseModelCredential):
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             res = model.check_auth()
         except Exception as e:
-            traceback.print_exc()
+            maxkb_logger.error(f'Exception: {e}', exc_info=True)
             if isinstance(e, AppApiException):
                 raise e
             if raise_exception: