diff --git a/rag/llm/chat_model.py b/rag/llm/chat_model.py
index e1d3dcf01..a28f56fb8 100644
--- a/rag/llm/chat_model.py
+++ b/rag/llm/chat_model.py
@@ -146,7 +146,7 @@ class Base(ABC):
 
         response = self.client.chat.completions.create(model=self.model_name, messages=history, **gen_conf, **kwargs)
 
-        if (not response.choices or not response.choices[0].message or not response.choices[0].message.content):
+        if not response.choices or not response.choices[0].message or not response.choices[0].message.content:
             return "", 0
         ans = response.choices[0].message.content.strip()
         if response.choices[0].finish_reason == "length":
@@ -457,7 +457,7 @@ class Base(ABC):
         yield total_tokens
 
     def total_token_count(self, resp):
-       return total_token_count_from_response(resp)
+        return total_token_count_from_response(resp)
 
     def _calculate_dynamic_ctx(self, history):
         """Calculate dynamic context window size"""
@@ -1305,10 +1305,6 @@ class LiteLLMBase(ABC):
         "302.AI",
     ]
 
-    import litellm
-
-    litellm._turn_on_debug()
-
     def __init__(self, key, model_name, base_url=None, **kwargs):
         self.timeout = int(os.environ.get("LM_TIMEOUT_SECONDS", 600))
         self.provider = kwargs.get("provider", "")
diff --git a/web/src/locales/de.ts b/web/src/locales/de.ts
index 19ccb12b4..e00f1fb06 100644
--- a/web/src/locales/de.ts
+++ b/web/src/locales/de.ts
@@ -624,6 +624,10 @@ export default {
       baseUrl: 'Basis-URL',
       baseUrlTip:
         'Wenn Ihr API-Schlüssel von OpenAI stammt, ignorieren Sie dies. Andere Zwischenanbieter geben diese Basis-URL mit dem API-Schlüssel an.',
+      tongyiBaseUrlTip:
+        'Für chinesische Benutzer ist keine Eingabe erforderlich oder verwenden Sie https://dashscope.aliyuncs.com/compatible-mode/v1. Für internationale Benutzer verwenden Sie https://dashscope-intl.aliyuncs.com/compatible-mode/v1',
+      tongyiBaseUrlPlaceholder:
+        '(Nur für internationale Benutzer, bitte Hinweis beachten)',
       modify: 'Ändern',
       systemModelSettings: 'Standardmodelle festlegen',
       chatModel: 'Chat-Modell',
diff --git a/web/src/locales/en.ts b/web/src/locales/en.ts
index 8d9a9c3f1..192afe284 100644
--- a/web/src/locales/en.ts
+++ b/web/src/locales/en.ts
@@ -701,6 +701,9 @@ This auto-tagging feature enhances retrieval by adding another layer of domain-s
       baseUrl: 'Base-Url',
       baseUrlTip:
         'If your API key is from OpenAI, just ignore it. Any other intermediate providers will give this base url with the API key.',
+      tongyiBaseUrlTip:
+        'For Chinese users, no need to fill in or use https://dashscope.aliyuncs.com/compatible-mode/v1. For international users, use https://dashscope-intl.aliyuncs.com/compatible-mode/v1',
+      tongyiBaseUrlPlaceholder: '(International users only, please see tip)',
       modify: 'Modify',
       systemModelSettings: 'Set default models',
       chatModel: 'Chat model',
@@ -972,14 +975,14 @@ This auto-tagging feature enhances retrieval by adding another layer of domain-s
       addTools: 'Add Tools',
       sysPromptDefultValue: `
       <role>
-        You are a helpful assistant, an AI assistant specialized in problem-solving for the user. 
+        You are a helpful assistant, an AI assistant specialized in problem-solving for the user.
         If a specific domain is provided, adapt your expertise to that domain; otherwise, operate as a generalist.
       </role>
       <instructions>
-        1. Understand the user’s request.  
-        2. Decompose it into logical subtasks.  
-        3. Execute each subtask step by step, reasoning transparently.  
-        4. Validate accuracy and consistency.  
+        1. Understand the user’s request.
+        2. Decompose it into logical subtasks.
+        3. Execute each subtask step by step, reasoning transparently.
+        4. Validate accuracy and consistency.
         5. Summarize the final result clearly.
       </instructions>`,
       singleLineText: 'Single-line text',
diff --git a/web/src/locales/es.ts b/web/src/locales/es.ts
index 57d3a29db..a94651540 100644
--- a/web/src/locales/es.ts
+++ b/web/src/locales/es.ts
@@ -340,6 +340,10 @@ export default {
       baseUrl: 'URL base',
       baseUrlTip:
         'Si tu clave API es de OpenAI, ignora esto. Cualquier otro proveedor intermedio proporcionará esta URL base junto con la clave API.',
+      tongyiBaseUrlTip:
+        'Para usuarios chinos, no es necesario rellenar o usar https://dashscope.aliyuncs.com/compatible-mode/v1. Para usuarios internacionales, usar https://dashscope-intl.aliyuncs.com/compatible-mode/v1',
+      tongyiBaseUrlPlaceholder:
+        '(Solo para usuarios internacionales, por favor ver consejo)',
       modify: 'Modificar',
       systemModelSettings: 'Establecer modelos predeterminados',
       chatModel: 'Modelo de chat',
diff --git a/web/src/locales/fr.ts b/web/src/locales/fr.ts
index 1d9286015..40e02b2a8 100644
--- a/web/src/locales/fr.ts
+++ b/web/src/locales/fr.ts
@@ -522,6 +522,10 @@ export default {
       baseUrl: 'URL de base',
       baseUrlTip:
         "Si votre clé API provient d'OpenAI, ignorez ceci. Tout autre fournisseur intermédiaire fournira cette URL de base avec la clé API.",
+      tongyiBaseUrlTip:
+        'Pour les utilisateurs chinois, pas besoin de remplir ou utiliser https://dashscope.aliyuncs.com/compatible-mode/v1. Pour les utilisateurs internationaux, utilisez https://dashscope-intl.aliyuncs.com/compatible-mode/v1',
+      tongyiBaseUrlPlaceholder:
+        "(Utilisateurs internationaux uniquement, veuillez consulter l'astuce)",
       modify: 'Modifier',
       systemModelSettings: 'Définir les modèles par défaut',
       chatModel: 'Modèle de chat',
@@ -783,7 +787,7 @@ export default {
         'Un composant qui recherche sur duckduckgo.com, vous permettant de spécifier le nombre de résultats avec TopN. Il complète les bases de connaissances existantes.',
       searXNG: 'SearXNG',
       searXNGDescription:
-        'Un composant qui effectue des recherches via la URL de l\'instance de SearXNG que vous fournissez. Spécifiez TopN et l\'URL de l\'instance.',
+        "Un composant qui effectue des recherches via la URL de l'instance de SearXNG que vous fournissez. Spécifiez TopN et l'URL de l'instance.",
       channel: 'Canal',
       channelTip:
         "Effectuer une recherche de texte ou d'actualités sur l'entrée du composant",
diff --git a/web/src/locales/id.ts b/web/src/locales/id.ts
index 6cec4894b..57dbae0e9 100644
--- a/web/src/locales/id.ts
+++ b/web/src/locales/id.ts
@@ -512,6 +512,10 @@ export default {
       baseUrl: 'Base-Url',
       baseUrlTip:
         'Jika kunci API Anda berasal dari OpenAI, abaikan saja. Penyedia perantara lainnya akan memberikan base url ini dengan kunci API.',
+      tongyiBaseUrlTip:
+        'Untuk pengguna Tiongkok, tidak perlu diisi atau gunakan https://dashscope.aliyuncs.com/compatible-mode/v1. Untuk pengguna internasional, gunakan https://dashscope-intl.aliyuncs.com/compatible-mode/v1',
+      tongyiBaseUrlPlaceholder:
+        '(Hanya untuk pengguna internasional, silakan lihat tip)',
       modify: 'Ubah',
       systemModelSettings: 'Tetapkan model default',
       chatModel: 'Model Obrolan',
diff --git a/web/src/locales/ja.ts b/web/src/locales/ja.ts
index b3a2a920f..1d71fb734 100644
--- a/web/src/locales/ja.ts
+++ b/web/src/locales/ja.ts
@@ -554,6 +554,9 @@ export default {
       baseUrl: 'ベースURL',
       baseUrlTip:
         'APIキーがOpenAIからのものであれば無視してください。他の中間プロバイダーはAPIキーと共にこのベースURLを提供します。',
+      tongyiBaseUrlTip:
+        '中国ユーザーの場合、記入不要または https://dashscope.aliyuncs.com/compatible-mode/v1 を使用してください。国際ユーザーは https://dashscope-intl.aliyuncs.com/compatible-mode/v1 を使用してください',
+      tongyiBaseUrlPlaceholder: '（国際ユーザーのみ、ヒントをご覧ください）',
       modify: '変更',
       systemModelSettings: 'デフォルトモデルを設定する',
       chatModel: 'チャットモデル',
diff --git a/web/src/locales/pt-br.ts b/web/src/locales/pt-br.ts
index 59ae2692d..64f9edb3a 100644
--- a/web/src/locales/pt-br.ts
+++ b/web/src/locales/pt-br.ts
@@ -504,6 +504,10 @@ export default {
       baseUrl: 'URL Base',
       baseUrlTip:
         'Se sua chave da API for do OpenAI, ignore isso. Outros provedores intermediários fornecerão essa URL base com a chave da API.',
+      tongyiBaseUrlTip:
+        'Para usuários chineses, não é necessário preencher ou usar https://dashscope.aliyuncs.com/compatible-mode/v1. Para usuários internacionais, use https://dashscope-intl.aliyuncs.com/compatible-mode/v1',
+      tongyiBaseUrlPlaceholder:
+        '(Apenas para usuários internacionais, consulte a dica)',
       modify: 'Modificar',
       systemModelSettings: 'Definir modelos padrão',
       chatModel: 'Modelo de chat',
diff --git a/web/src/locales/ru.ts b/web/src/locales/ru.ts
index 61faafd5d..296e878c8 100644
--- a/web/src/locales/ru.ts
+++ b/web/src/locales/ru.ts
@@ -671,6 +671,10 @@ export default {
       baseUrl: 'Базовый URL',
       baseUrlTip:
         'Если ваш API ключ от OpenAI, оставьте пустым. Другие провайдеры предоставляют базовый URL с API ключом.',
+      tongyiBaseUrlTip:
+        'Для китайских пользователей не нужно заполнять, используйте https://dashscope.aliyuncs.com/compatible-mode/v1. Для международных пользователей используйте https://dashscope-intl.aliyuncs.com/compatible-mode/v1',
+      tongyiBaseUrlPlaceholder:
+        '(Только для международных пользователей, см. подсказку)',
       modify: 'Изменить',
       systemModelSettings: 'Установить модели по умолчанию',
       chatModel: 'Модель чата',
diff --git a/web/src/locales/zh-traditional.ts b/web/src/locales/zh-traditional.ts
index 40faa6680..e589a4599 100644
--- a/web/src/locales/zh-traditional.ts
+++ b/web/src/locales/zh-traditional.ts
@@ -593,6 +593,9 @@ export default {
       baseUrl: 'base-url',
       baseUrlTip:
         '如果您的 API 密鑰來自 OpenAI，請忽略它。任何其他中間提供商都會提供帶有 API 密鑰的基本 URL。',
+      tongyiBaseUrlTip:
+        '中國用戶無需填寫或使用 https://dashscope.aliyuncs.com/compatible-mode/v1。國際用戶請使用 https://dashscope-intl.aliyuncs.com/compatible-mode/v1',
+      tongyiBaseUrlPlaceholder: '（僅國際用戶，請參閱提示）',
       modify: '修改',
       systemModelSettings: '設定預設模型',
       chatModel: '聊天模型',
diff --git a/web/src/locales/zh.ts b/web/src/locales/zh.ts
index 0b4d8a4d2..c4c79d89c 100644
--- a/web/src/locales/zh.ts
+++ b/web/src/locales/zh.ts
@@ -689,6 +689,9 @@ General：实体和关系提取提示来自 GitHub - microsoft/graphrag：基于
       baseUrl: 'Base-Url',
       baseUrlTip:
         '如果您的 API 密钥来自 OpenAI，请忽略它。 任何其他中间提供商都会提供带有 API 密钥的基本 URL。',
+      tongyiBaseUrlTip:
+        '对于中国用户，不需要填写或使用 https://dashscope.aliyuncs.com/compatible-mode/v1。对于国际用户，使用 https://dashscope-intl.aliyuncs.com/compatible-mode/v1。',
+      tongyiBaseUrlPlaceholder: '(仅国际用户需要)',
       modify: '修改',
       systemModelSettings: '设置默认模型',
       chatModel: '聊天模型',
diff --git a/web/src/pages/user-setting/setting-model/api-key-modal/index.tsx b/web/src/pages/user-setting/setting-model/api-key-modal/index.tsx
index b0c5e1451..0212c40a4 100644
--- a/web/src/pages/user-setting/setting-model/api-key-modal/index.tsx
+++ b/web/src/pages/user-setting/setting-model/api-key-modal/index.tsx
@@ -88,10 +88,18 @@ const ApiKeyModal = ({
           <Form.Item<FieldType>
             label={t('baseUrl')}
             name="base_url"
-            tooltip={t('baseUrlTip')}
+            tooltip={
+              llmFactory === LLMFactory.TongYiQianWen
+                ? t('tongyiBaseUrlTip')
+                : t('baseUrlTip')
+            }
           >
             <Input
-              placeholder="https://api.openai.com/v1"
+              placeholder={
+                llmFactory === LLMFactory.TongYiQianWen
+                  ? t('tongyiBaseUrlPlaceholder')
+                  : 'https://api.openai.com/v1'
+              }
               onKeyDown={handleKeyDown}
             />
           </Form.Item>