diff --git a/web/app/components/explore/app-list/__tests__/index.spec.tsx b/web/app/components/explore/app-list/__tests__/index.spec.tsx
index 7598a2c2ca..dd1b5e3dce 100644
--- a/web/app/components/explore/app-list/__tests__/index.spec.tsx
+++ b/web/app/components/explore/app-list/__tests__/index.spec.tsx
@@ -9,6 +9,7 @@ import { fetchAppDetail } from '@/service/explore'
 import { useMembers } from '@/service/use-common'
 import { renderWithNuqs } from '@/test/nuqs-testing'
 import { AppModeEnum } from '@/types/app'
+import { LEARN_DIFY_HIDDEN_STORAGE_KEY } from '../../learn-dify/storage'
 import AppList from '../index'
 
 let mockExploreData: { categories: string[], allList: App[] } | undefined = { categories: [], allList: [] }
@@ -170,6 +171,7 @@ describe('AppList', () => {
   beforeEach(() => {
     vi.useFakeTimers()
     vi.clearAllMocks()
+    localStorage.clear()
     mockExploreData = { categories: [], allList: [] }
     mockIsLoading = false
     mockIsError = false
@@ -234,6 +236,28 @@ describe('AppList', () => {
       expect(screen.queryByText('workflow')).not.toBeInTheDocument()
       expect(screen.queryByText('3 min')).not.toBeInTheDocument()
     })
+
+    it('should collapse learn dify and persist hidden state when hide is clicked', async () => {
+      mockExploreData = {
+        categories: ['Writing'],
+        allList: [createApp()],
+      }
+
+      renderAppList()
+
+      fireEvent.click(screen.getByRole('button', { name: 'explore.learnDify.hide' }))
+
+      const learnDifySection = screen.getByRole('heading', { name: 'explore.learnDify.title' }).closest('section')
+      expect(learnDifySection).toHaveClass('z-50', 'opacity-20')
+      expect(learnDifySection).toHaveStyle({ transform: 'scale(0.08)' })
+
+      await act(async () => {
+        await vi.advanceTimersByTimeAsync(800)
+      })
+
+      expect(screen.queryByRole('heading', { name: 'explore.learnDify.title' })).not.toBeInTheDocument()
+      expect(localStorage.getItem(LEARN_DIFY_HIDDEN_STORAGE_KEY)).toBe('true')
+    })
   })
 
   describe('Props', () => {
diff --git a/web/app/components/explore/learn-dify/index.tsx b/web/app/components/explore/learn-dify/index.tsx
index 83184664bc..e30a1703d4 100644
--- a/web/app/components/explore/learn-dify/index.tsx
+++ b/web/app/components/explore/learn-dify/index.tsx
@@ -2,10 +2,12 @@
 
 import { cn } from '@langgenius/dify-ui/cn'
 import * as React from 'react'
+import { useEffect, useRef, useState } from 'react'
 import { useTranslation } from 'react-i18next'
 import Link from '@/next/link'
 import { learnDifyItems } from './data'
 import LearnDifyItem from './item'
+import { useLearnDifyHiddenState } from './storage'
 
 type LearnDifyProps = {
   className?: string
@@ -15,16 +17,62 @@ const LearnDify = ({
   className,
 }: LearnDifyProps) => {
   const { t } = useTranslation()
+  const [hidden, setHidden] = useLearnDifyHiddenState()
+  const [isClosing, setIsClosing] = useState(false)
+  const [collapseTransform, setCollapseTransform] = useState<string>()
+  const hideTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null)
+  const sectionRef = useRef<HTMLElement>(null)
+
+  useEffect(() => {
+    return () => {
+      if (hideTimerRef.current)
+        clearTimeout(hideTimerRef.current)
+    }
+  }, [])
+
+  const handleHide = () => {
+    const sectionRect = sectionRef.current?.getBoundingClientRect()
+    const helpTargetRect = document.querySelector('[data-learn-dify-help-target]')?.getBoundingClientRect()
+    if (sectionRect && helpTargetRect) {
+      const sectionCenterX = sectionRect.left + sectionRect.width / 2
+      const sectionCenterY = sectionRect.top + sectionRect.height / 2
+      const helpCenterX = helpTargetRect.left + helpTargetRect.width / 2
+      const helpCenterY = helpTargetRect.top + helpTargetRect.height / 2
+
+      setCollapseTransform(`translate3d(${helpCenterX - sectionCenterX}px, ${helpCenterY - sectionCenterY}px, 0) scale(0.08)`)
+    }
+    else {
+      setCollapseTransform('scale(0.08)')
+    }
+    setIsClosing(true)
+    hideTimerRef.current = setTimeout(() => {
+      setHidden(true)
+      setIsClosing(false)
+      setCollapseTransform(undefined)
+    }, 800)
+  }
+
+  if (hidden)
+    return null
 
   return (
-    <section className={cn('px-12 pb-6', className)} aria-labelledby="learn-dify-title">
+    <section
+      ref={sectionRef}
+      className={cn(
+        'px-12 pb-6 transition-all duration-800 ease-in-out',
+        isClosing && 'pointer-events-none relative z-50 opacity-20',
+        className,
+      )}
+      style={isClosing ? { transform: collapseTransform, transformOrigin: 'center center' } : undefined}
+      aria-labelledby="learn-dify-title"
+    >
       <div className="flex min-h-12 items-end justify-between gap-4 pb-2">
         <div className="min-w-0 flex-1">
           <div className="flex items-center justify-between gap-4">
             <h2 id="learn-dify-title" className="min-w-0 truncate system-xl-semibold text-text-primary">
               {t('learnDify.title', { ns: 'explore' })}
             </h2>
-            <button type="button" className="shrink-0 system-sm-medium text-text-primary">
+            <button type="button" className="shrink-0 system-sm-medium text-text-primary" onClick={handleHide}>
               {t('learnDify.hide', { ns: 'explore' })}
             </button>
           </div>
diff --git a/web/app/components/explore/learn-dify/storage.ts b/web/app/components/explore/learn-dify/storage.ts
new file mode 100644
index 0000000000..9f37c31615
--- /dev/null
+++ b/web/app/components/explore/learn-dify/storage.ts
@@ -0,0 +1,39 @@
+'use client'
+
+import { useLocalStorageState } from 'ahooks'
+import { useCallback, useEffect } from 'react'
+
+export const LEARN_DIFY_HIDDEN_STORAGE_KEY = 'explore-learn-dify-hidden'
+export const LEARN_DIFY_VISIBILITY_CHANGE_EVENT = 'explore-learn-dify-visibility-change'
+
+type LearnDifyVisibilityChangeEvent = CustomEvent<{ hidden: boolean }>
+
+export const dispatchLearnDifyVisibilityChange = (hidden: boolean) => {
+  window.dispatchEvent(new CustomEvent(LEARN_DIFY_VISIBILITY_CHANGE_EVENT, {
+    detail: { hidden },
+  }))
+}
+
+export const useLearnDifyHiddenState = () => {
+  const [rawHidden, setRawHidden] = useLocalStorageState<boolean>(LEARN_DIFY_HIDDEN_STORAGE_KEY, {
+    defaultValue: false,
+  })
+
+  useEffect(() => {
+    const handleVisibilityChange = (event: Event) => {
+      setRawHidden((event as LearnDifyVisibilityChangeEvent).detail.hidden)
+    }
+
+    window.addEventListener(LEARN_DIFY_VISIBILITY_CHANGE_EVENT, handleVisibilityChange)
+    return () => {
+      window.removeEventListener(LEARN_DIFY_VISIBILITY_CHANGE_EVENT, handleVisibilityChange)
+    }
+  }, [setRawHidden])
+
+  const setHidden = useCallback((nextHidden: boolean) => {
+    setRawHidden(nextHidden)
+    dispatchLearnDifyVisibilityChange(nextHidden)
+  }, [setRawHidden])
+
+  return [rawHidden ?? false, setHidden] as const
+}
diff --git a/web/app/components/main-nav/__tests__/index.spec.tsx b/web/app/components/main-nav/__tests__/index.spec.tsx
index f594f2f7ca..eca37f00cf 100644
--- a/web/app/components/main-nav/__tests__/index.spec.tsx
+++ b/web/app/components/main-nav/__tests__/index.spec.tsx
@@ -6,6 +6,7 @@ import type { InstalledApp } from '@/models/explore'
 import { fireEvent, screen, waitFor } from '@testing-library/react'
 import { renderWithSystemFeatures } from '@/__tests__/utils/mock-system-features'
 import { Plan } from '@/app/components/billing/type'
+import { LEARN_DIFY_HIDDEN_STORAGE_KEY } from '@/app/components/explore/learn-dify/storage'
 import { GOTO_ANYTHING_OPEN_EVENT } from '@/app/components/goto-anything/hooks'
 import { ACCOUNT_SETTING_TAB } from '@/app/components/header/account-setting/constants'
 import { useAppContext } from '@/context/app-context'
@@ -70,6 +71,10 @@ vi.mock('@langgenius/dify-ui/toast', async (importOriginal) => {
   }
 })
 
+vi.mock('@/app/components/header/github-star', () => ({
+  default: ({ className }: { className?: string }) => <span className={className}>1,234</span>,
+}))
+
 vi.mock('@/context/i18n', () => ({
   useLocale: () => 'en-US',
   useDocLink: () => (path: string) => `https://docs.dify.ai${path}`,
@@ -156,6 +161,7 @@ const renderMainNav = () => renderWithSystemFeatures(<MainNav />, {
 describe('MainNav', () => {
   beforeEach(() => {
     vi.clearAllMocks()
+    localStorage.clear()
     mockPathname = '/apps'
     mockInstalledApps = []
 
@@ -335,6 +341,20 @@ describe('MainNav', () => {
     window.removeEventListener(GOTO_ANYTHING_OPEN_EVENT, handleOpen)
   })
 
+  it('shows hidden Learn Dify in help menu and restores it from localStorage', async () => {
+    localStorage.setItem(LEARN_DIFY_HIDDEN_STORAGE_KEY, 'true')
+
+    renderMainNav()
+
+    fireEvent.click(screen.getByRole('button', { name: 'common.mainNav.help.openMenu' }))
+    fireEvent.click(await screen.findByText('common.mainNav.help.learnDify'))
+
+    await waitFor(() => {
+      expect(localStorage.getItem(LEARN_DIFY_HIDDEN_STORAGE_KEY)).toBe('false')
+    })
+    expect(mockPush).toHaveBeenCalledWith('/explore/apps')
+  })
+
   it('opens workspace settings, members, provider credits, upgrade, and workspace switching actions', async () => {
     renderMainNav()
 
diff --git a/web/app/components/main-nav/components/help-menu.tsx b/web/app/components/main-nav/components/help-menu.tsx
index b9e54c2ce7..18e399644b 100644
--- a/web/app/components/main-nav/components/help-menu.tsx
+++ b/web/app/components/main-nav/components/help-menu.tsx
@@ -13,6 +13,7 @@ import {
 import { useSuspenseQuery } from '@tanstack/react-query'
 import { useState } from 'react'
 import { useTranslation } from 'react-i18next'
+import { useLearnDifyHiddenState } from '@/app/components/explore/learn-dify/storage'
 import AccountAbout from '@/app/components/header/account-about'
 import Compliance from '@/app/components/header/account-dropdown/compliance'
 import { ExternalLinkIndicator, MenuItemContent } from '@/app/components/header/account-dropdown/menu-item-content'
@@ -23,6 +24,7 @@ import { IS_CLOUD_EDITION } from '@/config'
 import { useAppContext } from '@/context/app-context'
 import { useDocLink } from '@/context/i18n'
 import { env } from '@/env'
+import { useRouter } from '@/next/navigation'
 import { systemFeaturesQueryOptions } from '@/service/system-features'
 
 const HelpMenu = () => {
@@ -30,6 +32,8 @@ const HelpMenu = () => {
   const docLink = useDocLink()
   const { data: systemFeatures } = useSuspenseQuery(systemFeaturesQueryOptions())
   const { langGeniusVersionInfo, isCurrentWorkspaceOwner } = useAppContext()
+  const router = useRouter()
+  const [learnDifyHidden, setLearnDifyHidden] = useLearnDifyHiddenState()
   const [aboutVisible, setAboutVisible] = useState(false)
   const [open, setOpen] = useState(false)
 
@@ -38,8 +42,9 @@ const HelpMenu = () => {
       <DropdownMenu open={open} onOpenChange={setOpen}>
         <DropdownMenuTrigger
           aria-label={t('mainNav.help.openMenu', { ns: 'common' })}
+          data-learn-dify-help-target
           className={cn(
-            'flex items-center justify-center overflow-hidden rounded-full border border-components-card-border bg-components-card-bg p-0.5 text-components-main-nav-text shadow-[0px_0px_0px_1px_var(--color-components-button-button-seam)] transition-colors hover:bg-components-card-bg-alt hover:text-text-accent hover:shadow-[0px_0px_0px_1px_var(--color-components-button-button-seam),0px_1px_2px_0px_var(--color-shadow-shadow-3)]',
+            'text-components-main-nav-text flex items-center justify-center overflow-hidden rounded-full border border-components-card-border bg-components-card-bg p-0.5 shadow-[0px_0px_0px_1px_var(--color-components-button-button-seam)] transition-colors hover:bg-components-card-bg-alt hover:text-text-accent hover:shadow-[0px_0px_0px_1px_var(--color-components-button-button-seam),0px_1px_2px_0px_var(--color-shadow-shadow-3)]',
             open && 'bg-components-card-bg-alt text-text-accent shadow-[0px_0px_0px_1px_var(--color-components-button-button-seam),0px_1px_2px_0px_var(--color-shadow-shadow-3)]',
           )}
         >
@@ -61,6 +66,21 @@ const HelpMenu = () => {
                   />
                 </DropdownMenuLinkItem>
                 <Support closeAccountDropdown={() => setOpen(false)} />
+                {learnDifyHidden && (
+                  <DropdownMenuItem
+                    className="mx-0 h-8 gap-1 px-3 py-1.5"
+                    onClick={() => {
+                      setLearnDifyHidden(false)
+                      setOpen(false)
+                      router.push('/explore/apps')
+                    }}
+                  >
+                    <MenuItemContent
+                      iconClassName="i-ri-graduation-cap-line"
+                      label={t('mainNav.help.learnDify', { ns: 'common' })}
+                    />
+                  </DropdownMenuItem>
+                )}
                 {IS_CLOUD_EDITION && isCurrentWorkspaceOwner && <Compliance />}
               </DropdownMenuGroup>
               <DropdownMenuSeparator className="my-0!" />
diff --git a/web/i18n/en-US/common.json b/web/i18n/en-US/common.json
index 9d363366af..5442dab625 100644
--- a/web/i18n/en-US/common.json
+++ b/web/i18n/en-US/common.json
@@ -221,6 +221,7 @@
   "license.unlimited": "Unlimited",
   "loading": "Loading",
   "mainNav.help.docs": "Docs",
+  "mainNav.help.learnDify": "Learn Dify",
   "mainNav.help.openMenu": "Open help menu",
   "mainNav.home": "Home",
   "mainNav.integrations": "Integrations",
diff --git a/web/i18n/zh-Hans/common.json b/web/i18n/zh-Hans/common.json
index b0d1c23332..bcc6857c82 100644
--- a/web/i18n/zh-Hans/common.json
+++ b/web/i18n/zh-Hans/common.json
@@ -221,6 +221,7 @@
   "license.unlimited": "无限制",
   "loading": "加载中",
   "mainNav.help.docs": "文档",
+  "mainNav.help.learnDify": "学习 Dify",
   "mainNav.help.openMenu": "打开帮助菜单",
   "mainNav.home": "首页",
   "mainNav.integrations": "集成",