diff --git a/web/app/components/base/prompt-editor/plugins/memory-popup-plugin/index.tsx b/web/app/components/base/prompt-editor/plugins/memory-popup-plugin/index.tsx
index ecc37a3eb2..7d48fd6e43 100644
--- a/web/app/components/base/prompt-editor/plugins/memory-popup-plugin/index.tsx
+++ b/web/app/components/base/prompt-editor/plugins/memory-popup-plugin/index.tsx
@@ -15,6 +15,10 @@ import {
   size,
   useFloating,
 } from '@floating-ui/react'
+import {
+  RiAddLine,
+} from '@remixicon/react'
+import { Memory } from '@/app/components/base/icons/src/vender/line/others'
 import {
   $getSelection,
   $isRangeSelection,
@@ -231,7 +235,20 @@ export default function MemoryPopupPlugin({
               </div>
             </>
           )}
-          <div>{t('workflow.nodes.llm.memory.createButton')}</div>
+          {!memoryVarInNode.length && !memoryVarInApp.length && (
+            <div className='p-2'>
+              <div className='flex flex-col gap-2 rounded-[10px] bg-workflow-process-bg p-4'>
+                <div className='flex h-10 w-10 items-center justify-center rounded-lg border-[0.5px] border-components-card-border bg-components-card-bg shadow-lg backdrop-blur-sm'>
+                  <Memory className='h-5 w-5 text-util-colors-teal-teal-700' />
+                </div>
+                <div className='system-sm-medium text-text-secondary'>{t('workflow.nodes.llm.memory.emptyState')}</div>
+              </div>
+            </div>
+          )}
+          <div className='system-xs-medium flex items-center gap-1 border-t border-divider-subtle px-4 py-2 text-text-accent-light-mode-only'>
+            <RiAddLine className='h-4 w-4' />
+            <div>{t('workflow.nodes.llm.memory.createButton')}</div>
+          </div>
         </div>
       </div>
     </div>,
diff --git a/web/i18n/en-US/workflow.ts b/web/i18n/en-US/workflow.ts
index 0993dc98a9..d7a1757c7a 100644
--- a/web/i18n/en-US/workflow.ts
+++ b/web/i18n/en-US/workflow.ts
@@ -528,6 +528,7 @@ const translation = {
         addButton: 'Add Memory',
         currentNodeLabel: 'Current Node scope',
         conversationScopeLabel: 'Conversation scope',
+        emptyState: 'Create memory variables to enable Memory Block',
         createButton: 'Create memory variable',
       },
     },
diff --git a/web/i18n/zh-Hans/workflow.ts b/web/i18n/zh-Hans/workflow.ts
index 36646b7a13..e320d97d55 100644
--- a/web/i18n/zh-Hans/workflow.ts
+++ b/web/i18n/zh-Hans/workflow.ts
@@ -528,6 +528,7 @@ const translation = {
         addButton: '添加记忆',
         currentNodeLabel: '当前节点范围',
         conversationScopeLabel: '会话范围',
+        emptyState: '创建记忆变量以启用记忆块',
         createButton: '创建记忆变量',
       },
     },