diff --git a/apps/common/handle/impl/common_handle.py b/apps/common/handle/impl/common_handle.py
index 48692f244..1a796fbe4 100644
--- a/apps/common/handle/impl/common_handle.py
+++ b/apps/common/handle/impl/common_handle.py
@@ -7,6 +7,8 @@
     @desc:
 """
 import io
+import logging
+
 import uuid_utils.compat as uuid
 from functools import reduce
 from io import BytesIO
@@ -73,7 +75,7 @@ def handle_images(deps, archive: ZipFile) -> []:
             image_io = archive.read(dep.target)
             image = openpyxl_Image(BytesIO(image_io))
         except Exception as e:
-            print(e)
+            logging.getLogger("max_kb_error").error(f"Error reading image {dep.target}: {e}")
             continue
         image.embed = dep.id  # 文件rId
         image.target = dep.target  # 文件地址
diff --git a/apps/common/handle/impl/text/doc_split_handle.py b/apps/common/handle/impl/text/doc_split_handle.py
index 740f37c6c..2c7472b5d 100644
--- a/apps/common/handle/impl/text/doc_split_handle.py
+++ b/apps/common/handle/impl/text/doc_split_handle.py
@@ -7,6 +7,7 @@
     @desc:
 """
 import io
+import logging
 import os
 import re
 import traceback
@@ -78,7 +79,7 @@ def get_paragraph_element_txt(paragraph_element, doc: Document, images_list, get
             return paragraph_element.text
         return ""
     except Exception as e:
-        print(e)
+        logging.getLogger("max_kb_error").error(f'Error getting paragraph element text: {e}')
     return ""
 
 
diff --git a/apps/common/utils/fork.py b/apps/common/utils/fork.py
index 4405b9b76..0672e4f90 100644
--- a/apps/common/utils/fork.py
+++ b/apps/common/utils/fork.py
@@ -173,6 +173,6 @@ class Fork:
 
 
 def handler(base_url, response: Fork.Response):
-    print(base_url.url, base_url.tag.text if base_url.tag else None, response.content)
+    logging.getLogger("max_kb").info(base_url.url, base_url.tag.text if base_url.tag else None, response.content)
 
 # ForkManage('https://bbs.fit2cloud.com/c/de/6', ['.md-content']).fork(3, set(), handler)
diff --git a/apps/knowledge/serializers/knowledge.py b/apps/knowledge/serializers/knowledge.py
index 05f606efc..693eae6bd 100644
--- a/apps/knowledge/serializers/knowledge.py
+++ b/apps/knowledge/serializers/knowledge.py
@@ -617,7 +617,7 @@ class KnowledgeSerializer(serializers.Serializer):
                         document_name = child_link.tag.text if child_link.tag is not None and len(
                             child_link.tag.text.strip()) > 0 else child_link.url
                         paragraphs = get_split_model('web.md').parse(response.content)
-                        print(child_link.url.strip())
+                        logging.getLogger("max_kb").info(child_link.url.strip())
                         first = QuerySet(Document).filter(
                             meta__source_url=child_link.url.strip(),
                             knowledge=knowledge
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 903424fe1..cf91d1622 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
@@ -48,8 +48,6 @@ class QwenVLModelCredential(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()
             if isinstance(e, AppApiException):
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 d256d6ce8..5731b5a6d 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
@@ -109,7 +109,6 @@ class QwenTextToImageModelCredential(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()
             if isinstance(e, AppApiException):
diff --git a/apps/models_provider/impl/aliyun_bai_lian_model_provider/model/tti.py b/apps/models_provider/impl/aliyun_bai_lian_model_provider/model/tti.py
index 48db77831..3e25f47c9 100644
--- a/apps/models_provider/impl/aliyun_bai_lian_model_provider/model/tti.py
+++ b/apps/models_provider/impl/aliyun_bai_lian_model_provider/model/tti.py
@@ -6,10 +6,12 @@ from dashscope import ImageSynthesis
 from django.utils.translation import gettext
 from langchain_community.chat_models import ChatTongyi
 from langchain_core.messages import HumanMessage
-
+import logging
 from models_provider.base_model_provider import MaxKBBaseModel
 from models_provider.impl.base_tti import BaseTextToImage
 
+max_kb_error = logging.getLogger("max_kb_error")
+
 
 class QwenTextToImageModel(MaxKBBaseModel, BaseTextToImage):
     api_key: str
@@ -54,6 +56,6 @@ class QwenTextToImageModel(MaxKBBaseModel, BaseTextToImage):
             for result in rsp.output.results:
                 file_urls.append(result.url)
         else:
-            print('sync_call Failed, status_code: %s, code: %s, message: %s' %
-                  (rsp.status_code, rsp.code, rsp.message))
+            max_kb_error.error('sync_call Failed, status_code: %s, code: %s, message: %s' %
+                               (rsp.status_code, rsp.code, rsp.message))
         return file_urls
diff --git a/apps/models_provider/impl/aliyun_bai_lian_model_provider/model/tts.py b/apps/models_provider/impl/aliyun_bai_lian_model_provider/model/tts.py
index a42d1824c..cceabce41 100644
--- a/apps/models_provider/impl/aliyun_bai_lian_model_provider/model/tts.py
+++ b/apps/models_provider/impl/aliyun_bai_lian_model_provider/model/tts.py
@@ -49,7 +49,6 @@ class AliyunBaiLianTextToSpeech(MaxKBBaseModel, BaseTextToSpeech):
         if audio is None:
             raise Exception('Failed to generate audio')
         if type(audio) == str:
-            print(audio)
             raise Exception(audio)
         return audio
 
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 50bec62ce..1d23e3688 100644
--- a/apps/models_provider/impl/anthropic_model_provider/credential/image.py
+++ b/apps/models_provider/impl/anthropic_model_provider/credential/image.py
@@ -31,8 +31,6 @@ class AnthropicImageModelCredential(BaseForm, BaseModelCredential):
         try:
             model = provider.get_model(model_type, model_name, model_credential)
             res = model.stream([HumanMessage(content=[{"type": "text", "text": gettext("Hello")}])])
-            for chunk in res:
-                print(chunk)
         except Exception as e:
             traceback.print_exc()
             if isinstance(e, AppApiException):
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 6a7192a92..0bb5e52af 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
@@ -32,7 +32,6 @@ class BedrockEmbeddingCredential(BaseForm, BaseModelCredential):
         try:
             model: BedrockEmbeddingModel = provider.get_model(model_type, model_name, model_credential)
             aa = model.embed_query(_('Hello'))
-            print(aa)
         except AppApiException:
             raise
         except Exception as e:
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 fb2e7c0fd..e0322e043 100644
--- a/apps/models_provider/impl/azure_model_provider/credential/image.py
+++ b/apps/models_provider/impl/azure_model_provider/credential/image.py
@@ -38,8 +38,6 @@ class AzureOpenAIImageModelCredential(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()
             if isinstance(e, AppApiException):
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 bd53d6574..a4eef6b61 100644
--- a/apps/models_provider/impl/azure_model_provider/credential/tti.py
+++ b/apps/models_provider/impl/azure_model_provider/credential/tti.py
@@ -66,7 +66,6 @@ class AzureOpenAITextToImageModelCredential(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()
             if isinstance(e, AppApiException):
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 a7919b230..a83551bca 100644
--- a/apps/models_provider/impl/gemini_model_provider/credential/image.py
+++ b/apps/models_provider/impl/gemini_model_provider/credential/image.py
@@ -30,8 +30,6 @@ class GeminiImageModelCredential(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()
             if isinstance(e, AppApiException):
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 1bc6f5750..f369eb309 100644
--- a/apps/models_provider/impl/gemini_model_provider/credential/llm.py
+++ b/apps/models_provider/impl/gemini_model_provider/credential/llm.py
@@ -55,7 +55,6 @@ class GeminiLLMModelCredential(BaseForm, BaseModelCredential):
         try:
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             res = model.invoke([HumanMessage(content=gettext('Hello'))])
-            print(res)
         except Exception as e:
             traceback.print_exc()
             if isinstance(e, AppApiException):
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 a3177f30b..85519a960 100644
--- a/apps/models_provider/impl/openai_model_provider/credential/image.py
+++ b/apps/models_provider/impl/openai_model_provider/credential/image.py
@@ -33,8 +33,6 @@ class OpenAIImageModelCredential(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()
             if isinstance(e, AppApiException):
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 a266d9b87..e999f385c 100644
--- a/apps/models_provider/impl/openai_model_provider/credential/tti.py
+++ b/apps/models_provider/impl/openai_model_provider/credential/tti.py
@@ -69,7 +69,6 @@ class OpenAITextToImageModelCredential(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()
             if isinstance(e, AppApiException):
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 584daeaae..6aefdf50c 100644
--- a/apps/models_provider/impl/siliconCloud_model_provider/credential/image.py
+++ b/apps/models_provider/impl/siliconCloud_model_provider/credential/image.py
@@ -33,8 +33,6 @@ class SiliconCloudImageModelCredential(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()
             if isinstance(e, AppApiException):
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 7a29d6e44..c90cf135a 100644
--- a/apps/models_provider/impl/siliconCloud_model_provider/credential/tti.py
+++ b/apps/models_provider/impl/siliconCloud_model_provider/credential/tti.py
@@ -69,7 +69,6 @@ class SiliconCloudTextToImageModelCredential(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()
             if isinstance(e, AppApiException):
diff --git a/apps/models_provider/impl/siliconCloud_model_provider/model/tts.py b/apps/models_provider/impl/siliconCloud_model_provider/model/tts.py
index 9d3bb77f5..b5ddd6c86 100644
--- a/apps/models_provider/impl/siliconCloud_model_provider/model/tts.py
+++ b/apps/models_provider/impl/siliconCloud_model_provider/model/tts.py
@@ -81,7 +81,5 @@ class SiliconCloudTextToSpeech(MaxKBBaseModel, BaseTextToSpeech):
 
         response = requests.request("POST", url, json=payload, headers=headers)
 
-        print(response.text)
-
     def is_cache_model(self):
         return False
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 67701ae01..4ad6fa83b 100644
--- a/apps/models_provider/impl/tencent_model_provider/credential/image.py
+++ b/apps/models_provider/impl/tencent_model_provider/credential/image.py
@@ -35,8 +35,6 @@ class TencentVisionModelCredential(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()
             if isinstance(e, AppApiException):
diff --git a/apps/models_provider/impl/tencent_model_provider/model/tti.py b/apps/models_provider/impl/tencent_model_provider/model/tti.py
index d737f5f85..bad4433b8 100644
--- a/apps/models_provider/impl/tencent_model_provider/model/tti.py
+++ b/apps/models_provider/impl/tencent_model_provider/model/tti.py
@@ -1,6 +1,7 @@
 # coding=utf-8
 
 import json
+import logging
 from typing import Dict
 
 from django.utils.translation import gettext as _
@@ -13,6 +14,7 @@ from tencentcloud.hunyuan.v20230901 import hunyuan_client, models
 from models_provider.base_model_provider import MaxKBBaseModel
 from models_provider.impl.base_tti import BaseTextToImage
 from models_provider.impl.tencent_model_provider.model.hunyuan import ChatHunyuan
+max_kb_error = logging.getLogger("max_kb_error")
 
 
 class TencentTextToImageModel(MaxKBBaseModel, BaseTextToImage):
@@ -82,11 +84,9 @@ class TencentTextToImageModel(MaxKBBaseModel, BaseTextToImage):
 
             # 返回的resp是一个TextToImageLiteResponse的实例，与请求对象对应
             resp = client.TextToImageLite(req)
-            # 输出json格式的字符串回包
-            print(resp.to_json_string())
             file_urls = []
 
             file_urls.append(resp.ResultImage)
             return file_urls
         except TencentCloudSDKException as err:
-            print(err)
+            max_kb_error.error(f"Tencent Text to Image API call failed: {err}")
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 62ab56881..bcafece89 100644
--- a/apps/models_provider/impl/vllm_model_provider/credential/image.py
+++ b/apps/models_provider/impl/vllm_model_provider/credential/image.py
@@ -30,8 +30,6 @@ class VllmImageModelCredential(BaseForm, BaseModelCredential):
         try:
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             res = model.stream([HumanMessage(content=[{"type": "text", "text": "你好"}])])
-            for chunk in res:
-                print(chunk)
         except Exception as e:
             traceback.print_exc()
             if isinstance(e, AppApiException):
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 753664bc1..2670719c3 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
@@ -30,8 +30,6 @@ class VolcanicEngineImageModelCredential(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()
             if isinstance(e, AppApiException):
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 70c373a35..bc15cff4c 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
@@ -55,7 +55,6 @@ class VolcanicEngineLLMModelCredential(BaseForm, BaseModelCredential):
         try:
             model = provider.get_model(model_type, model_name, model_credential, **model_params)
             res = model.invoke([HumanMessage(content=gettext('Hello'))])
-            print(res)
         except Exception as e:
             traceback.print_exc()
             if isinstance(e, AppApiException):
diff --git a/apps/models_provider/impl/volcanic_engine_model_provider/model/stt.py b/apps/models_provider/impl/volcanic_engine_model_provider/model/stt.py
index 35e9167cf..35890251e 100644
--- a/apps/models_provider/impl/volcanic_engine_model_provider/model/stt.py
+++ b/apps/models_provider/impl/volcanic_engine_model_provider/model/stt.py
@@ -11,6 +11,7 @@ import base64
 import gzip
 import hmac
 import json
+import logging
 import os
 import ssl
 import uuid_utils.compat as uuid
@@ -24,6 +25,7 @@ import websockets
 
 from models_provider.base_model_provider import MaxKBBaseModel
 from models_provider.impl.base_stt import BaseSpeechToText
+max_kb_error = logging.getLogger("max_kb_error")
 
 audio_format = "mp3"  # wav 或者 mp3，根据实际音频格式设置
 
@@ -145,7 +147,7 @@ def parse_response(res):
         result['code'] = code
         payload_size = int.from_bytes(payload[4:8], "big", signed=False)
         payload_msg = payload[8:]
-        print(f"Error code: {code}, message: {payload_msg}")
+        max_kb_error.error(f"Error code: {code}, message: {payload_msg}")
     if payload_msg is None:
         return result
     if message_compression == GZIP:
diff --git a/apps/models_provider/impl/volcanic_engine_model_provider/model/tti.py b/apps/models_provider/impl/volcanic_engine_model_provider/model/tti.py
index 9b478b442..b07200a19 100644
--- a/apps/models_provider/impl/volcanic_engine_model_provider/model/tti.py
+++ b/apps/models_provider/impl/volcanic_engine_model_provider/model/tti.py
@@ -12,6 +12,7 @@ import datetime
 import hashlib
 import hmac
 import json
+import logging
 import sys
 from typing import Dict
 
@@ -34,6 +35,8 @@ req_key_dict = {
     'anime_v1.3.1': 'high_aes',
 }
 
+max_kb = logging.getLogger("max_kb")
+
 
 def sign(key, msg):
     return hmac.new(key, msg.encode('utf-8'), hashlib.sha256).digest()
@@ -57,7 +60,7 @@ def formatQuery(parameters):
 
 def signV4Request(access_key, secret_key, service, req_query, req_body):
     if access_key is None or secret_key is None:
-        print('No access key is available.')
+        max_kb.info('No access key is available.')
         sys.exit()
 
     t = datetime.datetime.utcnow()
@@ -74,47 +77,46 @@ def signV4Request(access_key, secret_key, service, req_query, req_body):
                         '\n' + 'x-date:' + current_date + '\n'
     canonical_request = method + '\n' + canonical_uri + '\n' + canonical_querystring + \
                         '\n' + canonical_headers + '\n' + signed_headers + '\n' + payload_hash
-    # print(canonical_request)
+    # max_kb.info(canonical_request)
     algorithm = 'HMAC-SHA256'
     credential_scope = datestamp + '/' + region + '/' + service + '/' + 'request'
     string_to_sign = algorithm + '\n' + current_date + '\n' + credential_scope + '\n' + hashlib.sha256(
         canonical_request.encode('utf-8')).hexdigest()
-    # print(string_to_sign)
+    # max_kb.info(string_to_sign)
     signing_key = getSignatureKey(secret_key, datestamp, region, service)
-    # print(signing_key)
+    # max_kb.info(signing_key)
     signature = hmac.new(signing_key, (string_to_sign).encode(
         'utf-8'), hashlib.sha256).hexdigest()
-    # print(signature)
+    # max_kb.info(signature)
 
     authorization_header = algorithm + ' ' + 'Credential=' + access_key + '/' + \
                            credential_scope + ', ' + 'SignedHeaders=' + \
                            signed_headers + ', ' + 'Signature=' + signature
-    # print(authorization_header)
+    # max_kb.info(authorization_header)
     headers = {'X-Date': current_date,
                'Authorization': authorization_header,
                'X-Content-Sha256': payload_hash,
                'Content-Type': content_type
                }
-    # print(headers)
+    # max_kb.info(headers)
 
     # ************* SEND THE REQUEST *************
     request_url = endpoint + '?' + canonical_querystring
 
-    print('\nBEGIN REQUEST++++++++++++++++++++++++++++++++++++')
-    print('Request URL = ' + request_url)
+    max_kb.info('\nBEGIN REQUEST++++++++++++++++++++++++++++++++++++')
+    max_kb.info('Request URL = ' + request_url)
     try:
         r = requests.post(request_url, headers=headers, data=req_body)
     except Exception as err:
-        print(f'error occurred: {err}')
+        max_kb.info(f'error occurred: {err}')
         raise
     else:
-        print('\nRESPONSE++++++++++++++++++++++++++++++++++++')
-        print(f'Response code: {r.status_code}\n')
+        max_kb.info('\nRESPONSE++++++++++++++++++++++++++++++++++++')
+        max_kb.info(f'Response code: {r.status_code}\n')
         # 使用 replace 方法将 \u0026 替换为 &
         resp_str = r.text.replace("\\u0026", "&")
         if r.status_code != 200:
             raise Exception(f'Error: {resp_str}')
-        print(f'Response body: {resp_str}\n')
         return json.loads(resp_str)['data']['image_urls']
 
 
@@ -146,7 +148,6 @@ class VolcanicEngineTextToImage(MaxKBBaseModel, BaseTextToImage):
 
     def check_auth(self):
         res = self.generate_image('生成一张小猫图片')
-        print(res)
 
     def generate_image(self, prompt: str, negative_prompt: str = None):
         # 请求Query，按照接口文档中填入即可
diff --git a/apps/models_provider/impl/xinference_model_provider/credential/image.py b/apps/models_provider/impl/xinference_model_provider/credential/image.py
index 0bbfb1622..e9ebbf7e2 100644
--- a/apps/models_provider/impl/xinference_model_provider/credential/image.py
+++ b/apps/models_provider/impl/xinference_model_provider/credential/image.py
@@ -30,8 +30,6 @@ class XinferenceImageModelCredential(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:
             if isinstance(e, AppApiException):
                 raise e
diff --git a/apps/models_provider/impl/xinference_model_provider/credential/tti.py b/apps/models_provider/impl/xinference_model_provider/credential/tti.py
index 20e899493..2abc4f691 100644
--- a/apps/models_provider/impl/xinference_model_provider/credential/tti.py
+++ b/apps/models_provider/impl/xinference_model_provider/credential/tti.py
@@ -67,7 +67,6 @@ class XinferenceTextToImageModelCredential(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:
             if isinstance(e, AppApiException):
                 raise e
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 34fd599bd..5e28ddc27 100644
--- a/apps/models_provider/impl/zhipu_model_provider/credential/image.py
+++ b/apps/models_provider/impl/zhipu_model_provider/credential/image.py
@@ -29,8 +29,6 @@ class ZhiPuImageModelCredential(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()
             if isinstance(e, AppApiException):
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 82cf3a483..9cca94dab 100644
--- a/apps/models_provider/impl/zhipu_model_provider/credential/tti.py
+++ b/apps/models_provider/impl/zhipu_model_provider/credential/tti.py
@@ -48,7 +48,6 @@ class ZhiPuTextToImageModelCredential(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()
             if isinstance(e, AppApiException):
diff --git a/apps/ops/celery/logger.py b/apps/ops/celery/logger.py
index 1b2843c2b..9ac47511b 100644
--- a/apps/ops/celery/logger.py
+++ b/apps/ops/celery/logger.py
@@ -1,3 +1,4 @@
+import logging
 from logging import StreamHandler
 from threading import get_ident
 
@@ -208,7 +209,7 @@ class CeleryThreadTaskFileHandler(CeleryThreadingLoggerHandler):
             f.flush()
 
     def handle_task_start(self, task_id):
-        print('handle_task_start')
+        logging.getLogger("max_kb").info('handle_task_start')
         log_path = get_celery_task_log_path(task_id)
         thread_id = self.get_current_thread_id()
         self.task_id_thread_id_mapper[task_id] = thread_id