diff --git a/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/file-list/header/breadcrumbs/dropdown/index.tsx b/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/file-list/header/breadcrumbs/dropdown/index.tsx
new file mode 100644
index 0000000000..8467281637
--- /dev/null
+++ b/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/file-list/header/breadcrumbs/dropdown/index.tsx
@@ -0,0 +1,61 @@
+import React, { useCallback, useState } from 'react'
+import {
+  PortalToFollowElem,
+  PortalToFollowElemContent,
+  PortalToFollowElemTrigger,
+} from '@/app/components/base/portal-to-follow-elem'
+import { RiMoreFill } from '@remixicon/react'
+import cn from '@/utils/classnames'
+import Menu from './menu'
+
+type DropdownProps = {
+  startIndex: number
+  breadcrumbs: string[]
+  onBreadcrumbClick: (index: number) => void
+}
+
+const Dropdown = ({
+  startIndex,
+  breadcrumbs,
+  onBreadcrumbClick,
+}: DropdownProps) => {
+  const [open, setOpen] = useState(false)
+
+  const handleTrigger = useCallback(() => {
+    setOpen(prev => !prev)
+  }, [])
+
+  return (
+    <PortalToFollowElem
+      open={open}
+      onOpenChange={setOpen}
+      placement='bottom-start'
+      offset={{
+        mainAxis: 4,
+        crossAxis: -13,
+      }}
+    >
+      <PortalToFollowElemTrigger onClick={handleTrigger}>
+        <button
+          type='button'
+          className={cn(
+            'rounded-md p-1',
+            open ? 'bg-state-base-hover' : 'hover:bg-state-base-hover',
+          )}
+        >
+          <RiMoreFill className='size-4 text-text-tertiary' />
+        </button>
+      </PortalToFollowElemTrigger>
+      <PortalToFollowElemContent className='z-[11]'>
+        <Menu
+          breadcrumbs={breadcrumbs}
+          startIndex={startIndex}
+          onBreadcrumbClick={onBreadcrumbClick}
+        />
+      </PortalToFollowElemContent>
+      <span className='system-xs-regular text-divider-deep'>/</span>
+    </PortalToFollowElem>
+  )
+}
+
+export default React.memo(Dropdown)
diff --git a/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/file-list/header/breadcrumbs/dropdown/item.tsx b/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/file-list/header/breadcrumbs/dropdown/item.tsx
new file mode 100644
index 0000000000..ead587b726
--- /dev/null
+++ b/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/file-list/header/breadcrumbs/dropdown/item.tsx
@@ -0,0 +1,28 @@
+import React, { useCallback } from 'react'
+
+type ItemProps = {
+  name: string
+  index: number
+  onBreadcrumbClick: (index: number) => void
+}
+
+const Item = ({
+  name,
+  index,
+  onBreadcrumbClick,
+}: ItemProps) => {
+  const handleClick = useCallback(() => {
+    onBreadcrumbClick(index)
+  }, [index, onBreadcrumbClick])
+
+  return (
+    <div
+      className='system-md-regular rounded-lg px-3 py-1.5 text-text-secondary hover:bg-state-base-hover'
+      onClick={handleClick}
+    >
+      {name}
+    </div>
+  )
+}
+
+export default React.memo(Item)
diff --git a/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/file-list/header/breadcrumbs/dropdown/menu.tsx b/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/file-list/header/breadcrumbs/dropdown/menu.tsx
new file mode 100644
index 0000000000..faf8e09c12
--- /dev/null
+++ b/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/file-list/header/breadcrumbs/dropdown/menu.tsx
@@ -0,0 +1,30 @@
+import React from 'react'
+import Item from './item'
+
+type MenuProps = {
+  breadcrumbs: string[]
+  startIndex: number
+  onBreadcrumbClick: (index: number) => void
+}
+
+const Menu = ({
+  breadcrumbs,
+  startIndex,
+  onBreadcrumbClick,
+}: MenuProps) => {
+  return (
+    <div className='flex w-[136px] flex-col rounded-xl border-[0.5px] border-components-panel-border bg-components-panel-bg-blur p-1 shadow-lg shadow-shadow-shadow-5 backdrop-blur-[5px]'>
+      {breadcrumbs.map((breadcrumb, index) => {
+        return (
+          <Item
+            name={breadcrumb}
+            index={startIndex + index}
+            onBreadcrumbClick={onBreadcrumbClick}
+          />
+        )
+      })}
+    </div>
+  )
+}
+
+export default React.memo(Menu)
diff --git a/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/file-list/header/breadcrumbs/index.tsx b/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/file-list/header/breadcrumbs/index.tsx
index 8078faffa9..ffe443b8ab 100644
--- a/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/file-list/header/breadcrumbs/index.tsx
+++ b/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/file-list/header/breadcrumbs/index.tsx
@@ -3,6 +3,7 @@ import { useTranslation } from 'react-i18next'
 import { useDataSourceStore } from '../../../../store'
 import Bucket from './bucket'
 import BreadcrumbItem from './item'
+import Dropdown from './dropdown'
 
 type BreadcrumbsProps = {
   prefix: string[]
@@ -55,11 +56,11 @@ const Breadcrumbs = ({
   }, [setFileList, setPrefix, setSelectedFileList])
 
   const handleClickBreadcrumb = useCallback((index: number) => {
-    const newPrefix = breadcrumbs.prefixBreadcrumbs.slice(0, index - 1)
+    const newPrefix = prefix.slice(0, index - 1)
     setFileList([])
     setSelectedFileList([])
     setPrefix(newPrefix)
-  }, [breadcrumbs.prefixBreadcrumbs, setFileList, setPrefix, setSelectedFileList])
+  }, [prefix, setFileList, setPrefix, setSelectedFileList])
 
   return (
     <div className='flex grow items-center py-1'>
@@ -106,6 +107,33 @@ const Breadcrumbs = ({
               })}
             </>
           )}
+          {breadcrumbs.needCollapsed && (
+            <>
+              {breadcrumbs.prefixBreadcrumbs.map((breadcrumb, index) => {
+                return (
+                  <BreadcrumbItem
+                    key={`${breadcrumb}-${index}`}
+                    index={index}
+                    handleClick={handleClickBreadcrumb}
+                    name={breadcrumb}
+                  />
+                )
+              })}
+              <Dropdown
+                startIndex={breadcrumbs.prefixBreadcrumbs.length}
+                breadcrumbs={breadcrumbs.collapsedBreadcrumbs}
+                onBreadcrumbClick={handleClickBreadcrumb}
+              />
+              <BreadcrumbItem
+                index={prefix.length - 1}
+                handleClick={handleClickBreadcrumb}
+                name={breadcrumbs.lastBreadcrumb}
+                isActive={true}
+                disabled={true}
+                showSeparator={false}
+              />
+            </>
+          )}
         </div>
       )}
     </div>
diff --git a/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/index.tsx b/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/index.tsx
index 75067215f5..3674031f42 100644
--- a/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/index.tsx
+++ b/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/index.tsx
@@ -60,7 +60,7 @@ const OnlineDrive = ({
       },
       {
         onDataSourceNodeCompleted: (documentsData: DataSourceNodeCompletedResponse) => {
-          const newFileList = convertOnlineDriveDataToFileList(documentsData.data)
+          const newFileList = convertOnlineDriveDataToFileList(documentsData.data, prefix)
           setFileList([...fileList, ...newFileList])
           setIsLoading(false)
         },
diff --git a/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/utils.ts b/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/utils.ts
index 47286850f7..24c28618bd 100644
--- a/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/utils.ts
+++ b/web/app/components/datasets/documents/create-from-pipeline/data-source/online-drive/utils.ts
@@ -7,14 +7,18 @@ export const isFile = (path: string): boolean => {
   return filePathRegex.test(path)
 }
 
-export const hasBuckets = (data: OnlineDriveData[]): boolean => {
+export const isBucketListInitiation = (data: OnlineDriveData[], prefix: string[]): boolean => {
+  if (prefix.length > 0) return false
   return data.length > 1 || (data.length === 1 && data[0].files.length === 0)
 }
 
-export const convertOnlineDriveDataToFileList = (data: OnlineDriveData[]): OnlineDriveFile[] => {
+export const convertOnlineDriveDataToFileList = (data: OnlineDriveData[], prefix: string[]): OnlineDriveFile[] => {
   const fileList: OnlineDriveFile[] = []
 
-  if (hasBuckets(data)) {
+  if (data.length === 0)
+    return fileList
+
+  if (isBucketListInitiation(data, prefix)) {
     data.forEach((item) => {
       fileList.push({
         key: item.bucket,