diff --git a/api/core/model_runtime/model_providers/ollama/ollama.yaml b/api/core/model_runtime/model_providers/ollama/ollama.yaml
index d796831461..782667fdab 100644
--- a/api/core/model_runtime/model_providers/ollama/ollama.yaml
+++ b/api/core/model_runtime/model_providers/ollama/ollama.yaml
@@ -11,7 +11,7 @@ help:
     en_US: How to integrate with Ollama
     zh_Hans: 如何集成 Ollama
   url:
-    en_US: https://docs.dify.ai/advanced/model-configuration/ollama
+    en_US: https://docs.dify.ai/tutorials/model-configuration/ollama
 supported_model_types:
   - llm
   - text-embedding
diff --git a/web/app/(commonLayout)/datasets/(datasetDetailLayout)/[datasetId]/layout.tsx b/web/app/(commonLayout)/datasets/(datasetDetailLayout)/[datasetId]/layout.tsx
index 86e3197d9e..89ff28e5ac 100644
--- a/web/app/(commonLayout)/datasets/(datasetDetailLayout)/[datasetId]/layout.tsx
+++ b/web/app/(commonLayout)/datasets/(datasetDetailLayout)/[datasetId]/layout.tsx
@@ -35,6 +35,7 @@ import FloatPopoverContainer from '@/app/components/base/float-popover-container
 import DatasetDetailContext from '@/context/dataset-detail'
 import { DataSourceType } from '@/models/datasets'
 import useBreakpoints, { MediaType } from '@/hooks/use-breakpoints'
+import { LanguagesSupported, getModelRuntimeSupported } from '@/utils/language'
 
 export type IAppDetailLayoutProps = {
   children: React.ReactNode
@@ -104,6 +105,7 @@ type IExtraInfoProps = {
 
 const ExtraInfo = ({ isMobile, relatedApps }: IExtraInfoProps) => {
   const locale = getLocaleOnClient()
+  const language = getModelRuntimeSupported(locale)
   const [isShowTips, { toggle: toggleTips, set: setShowTips }] = useBoolean(!isMobile)
   const { t } = useTranslation()
 
@@ -147,7 +149,11 @@ const ExtraInfo = ({ isMobile, relatedApps }: IExtraInfoProps) => {
           <div className='text-xs text-gray-500 mt-2'>{t('common.datasetMenus.emptyTip')}</div>
           <a
             className='inline-flex items-center text-xs text-primary-600 mt-2 cursor-pointer'
-            href={`https://docs.dify.ai/${locale === 'zh-Hans' ? 'v/zh-hans' : ''}/application/prompt-engineering`}
+            href={
+              language === LanguagesSupported[1]
+                ? 'https://docs.dify.ai/v/zh-hans/guides/application-design/prompt-engineering'
+                : 'https://docs.dify.ai/user-guide/creating-dify-apps/prompt-engineering'
+            }
             target='_blank'
           >
             <BookOpenIcon className='mr-1' />
diff --git a/web/app/activate/activateForm.tsx b/web/app/activate/activateForm.tsx
index 40595b71fd..5c79883d9e 100644
--- a/web/app/activate/activateForm.tsx
+++ b/web/app/activate/activateForm.tsx
@@ -207,7 +207,7 @@ const ActivateForm = () => {
                 <Link
                   className='text-primary-600'
                   target={'_blank'}
-                  href={`https://docs.dify.ai/${language !== LanguagesSupportedUnderscore[1] ? '' : `v/${locale.toLowerCase()}`}/community/open-source`}
+                  href={`https://docs.dify.ai/${language !== LanguagesSupportedUnderscore[1] ? 'user-agreement' : `v/${locale.toLowerCase()}/policies`}/open-source`}
                 >{t('login.license.link')}</Link>
               </div>
             </div>
diff --git a/web/app/components/app/configuration/config-prompt/conversation-histroy/history-panel.tsx b/web/app/components/app/configuration/config-prompt/conversation-histroy/history-panel.tsx
index ec6d20a590..40ed1e2324 100644
--- a/web/app/components/app/configuration/config-prompt/conversation-histroy/history-panel.tsx
+++ b/web/app/components/app/configuration/config-prompt/conversation-histroy/history-panel.tsx
@@ -7,6 +7,7 @@ import OperationBtn from '@/app/components/app/configuration/base/operation-btn'
 import Panel from '@/app/components/app/configuration/base/feature-panel'
 import { MessageClockCircle } from '@/app/components/base/icons/src/vender/solid/general'
 import I18n from '@/context/i18n'
+import { LanguagesSupported, getModelRuntimeSupported } from '@/utils/language'
 
 type Props = {
   showWarning: boolean
@@ -19,6 +20,7 @@ const HistoryPanel: FC<Props> = ({
 }) => {
   const { t } = useTranslation()
   const { locale } = useContext(I18n)
+  const language = getModelRuntimeSupported(locale)
 
   return (
     <Panel
@@ -43,7 +45,14 @@ const HistoryPanel: FC<Props> = ({
     >
       {showWarning && (
         <div className='flex justify-between py-2 px-3 rounded-b-xl bg-[#FFFAEB] text-xs text-gray-700'>
-          <div>{t('appDebug.feature.conversationHistory.tip')} <a href={`https://docs.dify.ai/${locale === 'zh-Hans' ? 'v/zh-hans/' : ''}advanced/prompt-engineering`} target='_blank' className='text-[#155EEF]'>{t('appDebug.feature.conversationHistory.learnMore')}</a></div>
+          <div>{t('appDebug.feature.conversationHistory.tip')}
+            <a href={`${language === LanguagesSupported[1]
+              ? 'https://docs.dify.ai/v/zh-hans/guides/application-design/prompt-engineering'
+              : 'https://docs.dify.ai/features/prompt-engineering'}`}
+            target='_blank'
+            className='text-[#155EEF]'>{t('appDebug.feature.conversationHistory.learnMore')}
+            </a>
+          </div>
         </div>
       )}
     </Panel>
diff --git a/web/app/components/app/configuration/dataset-config/settings-modal/index.tsx b/web/app/components/app/configuration/dataset-config/settings-modal/index.tsx
index e87a69767e..c9336b2386 100644
--- a/web/app/components/app/configuration/dataset-config/settings-modal/index.tsx
+++ b/web/app/components/app/configuration/dataset-config/settings-modal/index.tsx
@@ -163,7 +163,7 @@ const SettingsModal: FC<SettingsModalProps> = ({
               className='block px-3 py-2 w-full h-[88px] rounded-lg bg-gray-100 text-sm outline-none appearance-none resize-none'
               placeholder={t('datasetSettings.form.descPlaceholder') || ''}
             />
-            <a className='mt-2 flex items-center h-[18px] px-3 text-xs text-gray-500' href="https://docs.dify.ai/advanced/datasets#how-to-write-a-good-dataset-description" target='_blank'>
+            <a className='mt-2 flex items-center h-[18px] px-3 text-xs text-gray-500' href="https://docs.dify.ai/features/datasets#how-to-write-a-good-dataset-description" target='_blank'>
               <BookOpenIcon className='w-3 h-[18px] mr-1' />
               {t('datasetSettings.form.descWrite')}
             </a>
@@ -226,7 +226,7 @@ const SettingsModal: FC<SettingsModalProps> = ({
             <div>
               <div>{t('datasetSettings.form.retrievalSetting.title')}</div>
               <div className='leading-[18px] text-xs font-normal text-gray-500'>
-                <a target='_blank' href='https://docs.dify.ai/advanced/retrieval-augment' className='text-[#155eef]'>{t('datasetSettings.form.retrievalSetting.learnMore')}</a>
+                <a target='_blank' href='https://docs.dify.ai/features/retrieval-augment' className='text-[#155eef]'>{t('datasetSettings.form.retrievalSetting.learnMore')}</a>
                 {t('datasetSettings.form.retrievalSetting.description')}
               </div>
             </div>
diff --git a/web/app/components/app/configuration/prompt-mode/advanced-mode-waring.tsx b/web/app/components/app/configuration/prompt-mode/advanced-mode-waring.tsx
index 2eaa1f83f9..9f1a9eaabe 100644
--- a/web/app/components/app/configuration/prompt-mode/advanced-mode-waring.tsx
+++ b/web/app/components/app/configuration/prompt-mode/advanced-mode-waring.tsx
@@ -5,7 +5,7 @@ import { useTranslation } from 'react-i18next'
 import { useContext } from 'use-context-selector'
 import I18n from '@/context/i18n'
 import { FlipBackward } from '@/app/components/base/icons/src/vender/line/arrows'
-
+import { LanguagesSupported, getModelRuntimeSupported } from '@/utils/language'
 type Props = {
   onReturnToSimpleMode: () => void
 }
@@ -15,6 +15,7 @@ const AdvancedModeWarning: FC<Props> = ({
 }) => {
   const { t } = useTranslation()
   const { locale } = useContext(I18n)
+  const language = getModelRuntimeSupported(locale)
   const [show, setShow] = React.useState(true)
   if (!show)
     return null
@@ -26,7 +27,7 @@ const AdvancedModeWarning: FC<Props> = ({
           <span className='text-gray-700'>{t('appDebug.promptMode.advancedWarning.description')}</span>
           <a
             className='font-medium text-[#155EEF]'
-            href={`https://docs.dify.ai/${locale === 'zh-Hans' ? 'v/zh-hans/' : ''}advanced/prompt-engineering`}
+            href={`https://docs.dify.ai/${language === LanguagesSupported[1] ? 'v/zh-hans/guides/application-design/prompt-engineering' : 'features/prompt-engineering'}`}
             target='_blank'
           >
             {t('appDebug.promptMode.advancedWarning.learnMore')}
diff --git a/web/app/components/app/overview/customize/index.tsx b/web/app/components/app/overview/customize/index.tsx
index 1f52561918..bc3ef3f2ce 100644
--- a/web/app/components/app/overview/customize/index.tsx
+++ b/web/app/components/app/overview/customize/index.tsx
@@ -100,7 +100,16 @@ const CustomizeModal: FC<IShareLinkProps> = ({
       <p className='mt-2 text-base font-medium text-gray-800'>{t(`${prefixCustomize}.way2.name`)}</p>
       <Button
         className='w-36 mt-2'
-        onClick={() => window.open(`https://docs.dify.ai/${language !== LanguagesSupportedUnderscore[1] ? '' : `v/${locale.toLowerCase()}`}/application/developing-with-apis`, '_blank')}
+        onClick={() =>
+          window.open(
+            `https://docs.dify.ai/${
+              language !== LanguagesSupportedUnderscore[1]
+                ? 'user-guide/launching-dify-apps/developing-with-apis'
+                : `v/${locale.toLowerCase()}/guides/application-publishing/developing-with-apis`
+            }`,
+            '_blank',
+          )
+        }
       >
         <span className='text-sm text-gray-800'>{t(`${prefixCustomize}.way2.operation`)}</span>
         <ArrowTopRightOnSquareIcon className='w-4 h-4 ml-1 text-gray-800 shrink-0' />
diff --git a/web/app/components/datasets/create/step-two/index.tsx b/web/app/components/datasets/create/step-two/index.tsx
index c894f13747..3db88b9342 100644
--- a/web/app/components/datasets/create/step-two/index.tsx
+++ b/web/app/components/datasets/create/step-two/index.tsx
@@ -738,7 +738,7 @@ const StepTwo = ({
                   <div className={s.label}>
                     {t('datasetSettings.form.retrievalSetting.title')}
                     <div className='leading-[18px] text-xs font-normal text-gray-500'>
-                      <a target='_blank' href='https://docs.dify.ai/advanced/retrieval-augment' className='text-[#155eef]'>{t('datasetSettings.form.retrievalSetting.learnMore')}</a>
+                      <a target='_blank' href='https://docs.dify.ai/features/retrieval-augment' className='text-[#155eef]'>{t('datasetSettings.form.retrievalSetting.learnMore')}</a>
                       {t('datasetSettings.form.retrievalSetting.longDescription')}
                     </div>
                   </div>
diff --git a/web/app/components/datasets/hit-testing/modify-retrieval-modal.tsx b/web/app/components/datasets/hit-testing/modify-retrieval-modal.tsx
index 0aed0a02fa..062c32b96e 100644
--- a/web/app/components/datasets/hit-testing/modify-retrieval-modal.tsx
+++ b/web/app/components/datasets/hit-testing/modify-retrieval-modal.tsx
@@ -76,7 +76,7 @@ const ModifyRetrievalModal: FC<Props> = ({
         <div className='text-base font-semibold text-gray-900'>
           <div>{t('datasetSettings.form.retrievalSetting.title')}</div>
           <div className='leading-[18px] text-xs font-normal text-gray-500'>
-            <a target='_blank' href='https://docs.dify.ai/advanced/retrieval-augment' className='text-[#155eef]'>{t('datasetSettings.form.retrievalSetting.learnMore')}</a>
+            <a target='_blank' href='https://docs.dify.ai/features/retrieval-augment' className='text-[#155eef]'>{t('datasetSettings.form.retrievalSetting.learnMore')}</a>
             {t('datasetSettings.form.retrievalSetting.description')}
           </div>
         </div>
diff --git a/web/app/components/datasets/settings/form/index.tsx b/web/app/components/datasets/settings/form/index.tsx
index b919ef11cf..6fab9bb2d4 100644
--- a/web/app/components/datasets/settings/form/index.tsx
+++ b/web/app/components/datasets/settings/form/index.tsx
@@ -146,7 +146,7 @@ const Form = () => {
             value={description}
             onChange={e => setDescription(e.target.value)}
           />
-          <a className='flex items-center h-[18px] px-3 text-xs text-gray-500' href="https://docs.dify.ai/advanced/datasets#how-to-write-a-good-dataset-description" target='_blank'>
+          <a className='flex items-center h-[18px] px-3 text-xs text-gray-500' href="https://docs.dify.ai/features/datasets#how-to-write-a-good-dataset-description" target='_blank'>
             <BookOpenIcon className='w-3 h-[18px] mr-1' />
             {t('datasetSettings.form.descWrite')}
           </a>
@@ -209,7 +209,7 @@ const Form = () => {
           <div>
             <div>{t('datasetSettings.form.retrievalSetting.title')}</div>
             <div className='leading-[18px] text-xs font-normal text-gray-500'>
-              <a target='_blank' href='https://docs.dify.ai/advanced/retrieval-augment' className='text-[#155eef]'>{t('datasetSettings.form.retrievalSetting.learnMore')}</a>
+              <a target='_blank' href='https://docs.dify.ai/features/retrieval-augment' className='text-[#155eef]'>{t('datasetSettings.form.retrievalSetting.learnMore')}</a>
               {t('datasetSettings.form.retrievalSetting.description')}
             </div>
           </div>
diff --git a/web/i18n/lang/common.en.ts b/web/i18n/lang/common.en.ts
index 2b08c05cb8..a31c2d1510 100644
--- a/web/i18n/lang/common.en.ts
+++ b/web/i18n/lang/common.en.ts
@@ -345,7 +345,7 @@ const translation = {
   apiBasedExtension: {
     title: 'API extensions provide centralized API management, simplifying configuration for easy use across Dify\'s applications.',
     link: 'Learn how to develop your own API Extension.',
-    linkUrl: 'https://docs.dify.ai/advanced/api_based_extension',
+    linkUrl: 'https://docs.dify.ai/features/extension/api_based_extension',
     add: 'Add API Extension',
     selector: {
       title: 'API Extension',
diff --git a/web/i18n/lang/common.pt.ts b/web/i18n/lang/common.pt.ts
index 2709692a21..a0957bb23c 100644
--- a/web/i18n/lang/common.pt.ts
+++ b/web/i18n/lang/common.pt.ts
@@ -174,7 +174,7 @@ const translation = {
   apiBasedExtension: {
     title: 'As extensões de API fornecem gerenciamento centralizado de API, simplificando a configuração para uso fácil em aplicativos da Dify.',
     link: 'Saiba como desenvolver sua própria Extensão de API.',
-    linkUrl: 'https://docs.dify.ai/advanced/api_based_extension',
+    linkUrl: 'https://docs.dify.ai/features/extension/api_based_extension',
     add: 'Adicionar Extensão de API',
     selector: {
       title: 'Extensão de API',