diff --git a/web/app/(commonLayout)/datasets/Container.tsx b/web/app/(commonLayout)/datasets/Container.tsx
index 9df1f5f524..a9e5e4a813 100644
--- a/web/app/(commonLayout)/datasets/Container.tsx
+++ b/web/app/(commonLayout)/datasets/Container.tsx
@@ -22,6 +22,8 @@ import { ApiConnectionMod } from '@/app/components/base/icons/src/vender/solid/d
 import CheckboxWithLabel from '@/app/components/datasets/create/website/base/checkbox-with-label'
 import CreateModal from '@/app/components/datasets/metadata/create-metadata-modal'
 import SelectMetadataModal from '@/app/components/datasets/metadata/select-metadata-modal'
+import DatasetMetadataDrawer from '@/app/components/datasets/metadata/dataset-metadata-drawer'
+
 // Services
 import { fetchDatasetApiBaseUrl } from '@/service/datasets'
 
@@ -30,6 +32,7 @@ import { useTabSearchParams } from '@/hooks/use-tab-searchparams'
 import { useStore as useTagStore } from '@/app/components/base/tag-management/store'
 import { useAppContext } from '@/context/app-context'
 import { useExternalApiPanel } from '@/context/external-api-panel-context'
+import { DataType } from '@/app/components/datasets/metadata/types'
 
 const Container = () => {
   const { t } = useTranslation()
@@ -82,11 +85,32 @@ const Container = () => {
       return router.replace('/apps')
   }, [currentWorkspace, router])
 
+  const [userMetadata, setUserMetadata] = useState([
+    { id: '1', name: 'name1', type: DataType.string, valueLength: 1 },
+    { id: '2', name: 'name2', type: DataType.number, valueLength: 2 },
+    { id: '3', name: 'name3', type: DataType.time, valueLength: 3 },
+  ])
+
   return (
     <div ref={containerRef} className='grow relative flex flex-col bg-background-body overflow-y-auto scroll-container'>
       <div className='ml-[600px] mt-[300px]'>
         <SelectMetadataModal trigger={<Button className='w-[200px]'>select</Button>} onSave={(data) => { console.log(data) }} />
         <CreateModal trigger={<Button className='w-[200px]'>add</Button>} hasBack onSave={(data) => { console.log(data) }} />
+        <Button className='flex w-[200px]' size="medium" onClick={() => setShowExternalApiPanel(true)}>
+          Metadata
+        </Button>
+        <DatasetMetadataDrawer
+          userMetadata={userMetadata}
+          onChange={setUserMetadata}
+          builtInMetadata={[
+            { id: '1', name: 'name1', type: DataType.string, valueLength: 1 },
+            { id: '2', name: 'name2', type: DataType.number, valueLength: 2 },
+            { id: '3', name: 'name3', type: DataType.time, valueLength: 3 },
+          ]}
+          isBuiltInEnabled={false}
+          onIsBuiltInEnabledChange={() => { }}
+          onClose={() => { }}
+        />
       </div>
       <div className='sticky top-0 flex justify-between pt-4 px-12 pb-2 leading-[56px] bg-background-body z-10 flex-wrap gap-y-2'>
         <TabSliderNew
diff --git a/web/app/components/base/drawer/index.tsx b/web/app/components/base/drawer/index.tsx
index e34dc7697a..269cbce5a9 100644
--- a/web/app/components/base/drawer/index.tsx
+++ b/web/app/components/base/drawer/index.tsx
@@ -53,15 +53,18 @@ export default function Drawer({
         />
         <div className={cn('relative z-50 flex flex-col justify-between bg-components-panel-bg w-full max-w-sm p-6 overflow-hidden text-left align-middle shadow-xl', panelClassname)}>
           <>
-            {title && <Dialog.Title
-              as="h3"
-              className="text-lg font-medium leading-6 text-text-primary"
-            >
-              {title}
-            </Dialog.Title>}
-            {showClose && <Dialog.Title className="flex items-center mb-4" as="div">
-              <XMarkIcon className='w-4 h-4 text-text-tertiary' onClick={onClose} />
-            </Dialog.Title>}
+            <div className='flex justify-between'>
+              {title && <Dialog.Title
+                as="h3"
+                className="text-lg font-medium leading-6 text-text-primary"
+              >
+                {title}
+              </Dialog.Title>}
+              {showClose && <Dialog.Title className="flex items-center mb-4" as="div">
+                <XMarkIcon className='w-4 h-4 text-text-tertiary' onClick={onClose} />
+              </Dialog.Title>}
+            </div>
+
             {description && <Dialog.Description className='text-text-tertiary text-xs font-normal mt-2'>{description}</Dialog.Description>}
             {children}
           </>
diff --git a/web/app/components/datasets/metadata/dataset-metadata-drawer.tsx b/web/app/components/datasets/metadata/dataset-metadata-drawer.tsx
new file mode 100644
index 0000000000..91f2899486
--- /dev/null
+++ b/web/app/components/datasets/metadata/dataset-metadata-drawer.tsx
@@ -0,0 +1,187 @@
+'use client'
+import type { FC } from 'react'
+import React, { useCallback, useState } from 'react'
+import type { MetadataItemWithValueLength } from './types'
+import Drawer from '../../base/drawer'
+import Button from '@/app/components/base/button'
+import { RiAddLine, RiDeleteBinLine, RiEditLine } from '@remixicon/react'
+import { getIcon } from './utils/get-icon'
+import cn from '@/utils/classnames'
+import Modal from '../../base/modal'
+import Field from './field'
+import Input from '@/app/components/base/input'
+import { useTranslation } from 'react-i18next'
+import produce from 'immer'
+import Switch from '../../base/switch'
+import Tooltip from '../../base/tooltip'
+import CreateModal from '@/app/components/datasets/metadata/create-metadata-modal'
+
+const i18nPrefix = 'dataset.metadata.datasetMetadata'
+
+type Props = {
+  userMetadata: MetadataItemWithValueLength[]
+  builtInMetadata: MetadataItemWithValueLength[]
+  isBuiltInEnabled: boolean
+  onIsBuiltInEnabledChange: (value: boolean) => void
+  onClose: () => void
+  onChange: (data: MetadataItemWithValueLength[]) => void
+}
+
+type ItemProps = {
+  readonly?: boolean
+  payload: MetadataItemWithValueLength
+  onRename?: () => void
+  onDelete?: () => void
+}
+const Item: FC<ItemProps> = ({
+  readonly,
+  payload,
+  onRename,
+  onDelete,
+}) => {
+  const Icon = getIcon(payload.type)
+
+  const handleRename = useCallback(() => {
+    onRename?.()
+  }, [onRename])
+
+  const handleDelete = useCallback(() => {
+    onDelete?.()
+  }, [onDelete])
+
+  return (
+    <div
+      key={payload.id}
+      className={cn(!readonly && 'group/item', 'mx-1 flex items-center h-6  px-3 justify-between rounded-md hover:bg-state-base-hover cursor-pointer')}
+    >
+      <div className='w-0 grow flex items-center h-full text-text-secondary'>
+        <Icon className='shrink-0 mr-[5px] size-3.5' />
+        <div className='w-0 grow truncate system-sm-medium'>{payload.name}</div>
+      </div>
+      <div className='group-hover/item:hidden ml-1 shrink-0 system-xs-regular text-text-tertiary'>
+        {payload.valueLength || 0} values
+      </div>
+      <div className='group-hover/item:flex hidden items-center h-6 px-3 text-text-secondary rounded-md hover:bg-state-base-hover cursor-pointer space-x-1'>
+        <RiEditLine className='size-4 cursor-pointer' onClick={handleRename} />
+        <RiDeleteBinLine className='size-4 cursor-pointer' onClick={handleDelete} />
+      </div>
+    </div>
+  )
+}
+
+const DatasetMetadataDrawer: FC<Props> = ({
+  userMetadata,
+  builtInMetadata,
+  isBuiltInEnabled,
+  onIsBuiltInEnabledChange,
+  onClose,
+  onChange,
+}) => {
+  const { t } = useTranslation()
+  const [isShowRenameModal, setIsShowRenameModal] = useState(false)
+  const [currPayload, setCurrPayload] = useState<MetadataItemWithValueLength | null>(null)
+  const [templeName, setTempleName] = useState('')
+  const handleRename = useCallback((payload: MetadataItemWithValueLength) => {
+    return () => {
+      setCurrPayload(payload)
+      setTempleName(payload.name)
+      setIsShowRenameModal(true)
+    }
+  }, [setCurrPayload, setIsShowRenameModal])
+
+  const handleAdd = useCallback((data: MetadataItemWithValueLength) => {
+    const nextUserMetadata = produce(userMetadata, (draft) => {
+      draft.push(data)
+    })
+    onChange(nextUserMetadata)
+  }, [userMetadata, onChange])
+
+  const handleRenamed = useCallback(() => {
+    const nextUserMetadata = produce(userMetadata, (draft) => {
+      const index = draft.findIndex(p => p.id === currPayload?.id)
+      if (index !== -1)
+        draft[index].name = templeName!
+    })
+
+    onChange(nextUserMetadata)
+    setIsShowRenameModal(false)
+  }, [currPayload, templeName, userMetadata, onChange])
+
+  const handleDelete = useCallback((payload: MetadataItemWithValueLength) => {
+    return () => {
+      const nextUserMetadata = userMetadata.filter(p => p.id !== payload.id)
+      onChange(nextUserMetadata)
+    }
+  }, [userMetadata, onChange])
+
+  return (
+    <Drawer
+      isOpen={true}
+      onClose={onClose}
+      showClose
+      title='Metadata'
+      footer={null}
+      panelClassname='block !max-w-[420px] my-2 rounded-l-2xl'
+    >
+      <div className='system-sm-regular text-text-tertiary'>You can manage all metadata in this knowledge here. Modifications will be synchronized to every document.</div>
+
+      <CreateModal trigger={<Button variant='primary' className='mt-3'>
+        <RiAddLine className='mr-1' />
+        Add Metadata
+      </Button>} hasBack onSave={handleAdd} />
+
+      {userMetadata.map(payload => (
+        <Item
+          key={payload.id}
+          payload={payload}
+          onRename={handleRename(payload)}
+          onDelete={handleDelete(payload)}
+        />
+      ))}
+
+      <div className='flex'>
+        <Switch
+          defaultValue={isBuiltInEnabled}
+          onChange={onIsBuiltInEnabledChange}
+        />
+        <div>Built-in</div>
+        <Tooltip popupContent="xxx" />
+      </div>
+
+      {builtInMetadata.map(payload => (
+        <Item
+          key={payload.id}
+          readonly
+          payload={payload}
+        />
+      ))}
+
+      {isShowRenameModal && (
+        <Modal isShow title="rename">
+          <Field label={t(`${i18nPrefix}.name`)}>
+            <Input
+              value={templeName}
+              onChange={e => setTempleName(e.target.value)}
+              placeholder={t(`${i18nPrefix}.namePlaceholder`)}
+            />
+          </Field>
+          <div className='mt-4 flex justify-end'>
+            <Button
+              className='mr-2'
+              onClick={() => {
+                setIsShowRenameModal(false)
+                setTempleName(currPayload!.name)
+              }}>{t('common.operation.cancel')}</Button>
+            <Button
+              onClick={handleRenamed}
+              variant='primary'
+              disabled={!templeName}
+            >{t('common.operation.save')}</Button>
+          </div>
+        </Modal>
+      )}
+
+    </Drawer>
+  )
+}
+export default React.memo(DatasetMetadataDrawer)
diff --git a/web/app/components/datasets/metadata/select-metadata.tsx b/web/app/components/datasets/metadata/select-metadata.tsx
index 641c79419f..9e41512980 100644
--- a/web/app/components/datasets/metadata/select-metadata.tsx
+++ b/web/app/components/datasets/metadata/select-metadata.tsx
@@ -1,11 +1,11 @@
 'use client'
 import type { FC } from 'react'
 import React, { useState } from 'react'
-import { DataType } from './types'
 import type { MetadataItem } from './types'
 import SearchInput from '../../base/search-input'
-import { RiAddLine, RiArrowRightUpLine, RiHashtag, RiTextSnippet, RiTimeLine } from '@remixicon/react'
+import { RiAddLine, RiArrowRightUpLine } from '@remixicon/react'
 import { useTranslation } from 'react-i18next'
+import { getIcon } from './utils/get-icon'
 
 const i18nPrefix = 'dataset.metadata.selectMetadata'
 
@@ -16,14 +16,6 @@ type Props = {
   onManage: () => void
 }
 
-const getIcon = (type: DataType) => {
-  return ({
-    [DataType.string]: RiTextSnippet,
-    [DataType.number]: RiHashtag,
-    [DataType.time]: RiTimeLine,
-  }[type] || RiTextSnippet)
-}
-
 const SelectMetadata: FC<Props> = ({
   list,
   onSelect,
diff --git a/web/app/components/datasets/metadata/types.ts b/web/app/components/datasets/metadata/types.ts
index 5d58c1995c..ee44a1ce91 100644
--- a/web/app/components/datasets/metadata/types.ts
+++ b/web/app/components/datasets/metadata/types.ts
@@ -9,3 +9,7 @@ export type MetadataItem = {
   type: DataType
   name: string
 }
+
+export type MetadataItemWithValueLength = MetadataItem & {
+  valueLength: number
+}
diff --git a/web/app/components/datasets/metadata/utils/get-icon.ts b/web/app/components/datasets/metadata/utils/get-icon.ts
new file mode 100644
index 0000000000..69b9bb18dc
--- /dev/null
+++ b/web/app/components/datasets/metadata/utils/get-icon.ts
@@ -0,0 +1,10 @@
+import { DataType } from '../types'
+import { RiHashtag, RiTextSnippet, RiTimeLine } from '@remixicon/react'
+
+export const getIcon = (type: DataType) => {
+  return ({
+    [DataType.string]: RiTextSnippet,
+    [DataType.number]: RiHashtag,
+    [DataType.time]: RiTimeLine,
+  }[type] || RiTextSnippet)
+}