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 7d48fd6e43..f825349434 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
@@ -25,7 +25,7 @@ import {
 } from 'lexical'
 import { useLexicalComposerContext } from '@lexical/react/LexicalComposerContext'
 import { useEventEmitterContextContext } from '@/context/event-emitter'
-import { MEMORY_POPUP_SHOW_BY_EVENT_EMITTER } from '@/app/components/workflow/nodes/_base/components/prompt/add-memory-button'
+import { MEMORY_POPUP_SHOW_BY_EVENT_EMITTER, MEMORY_VAR_CREATED_BY_MODAL_BY_EVENT_EMITTER, MEMORY_VAR_MODAL_SHOW_BY_EVENT_EMITTER } from '@/app/components/workflow/nodes/_base/components/prompt/type'
 import Divider from '@/app/components/base/divider'
 import VariableIcon from '@/app/components/workflow/nodes/_base/components/variable/variable-label/base/variable-icon'
 import type {
@@ -135,15 +135,25 @@ export default function MemoryPopupPlugin({
     setOpen(false)
   }, [setOpen])
 
+  const handleSelectVariable = useCallback((variable: string[]) => {
+    editor.dispatchCommand(INSERT_WORKFLOW_VARIABLE_BLOCK_COMMAND, variable)
+    closePortal()
+  }, [editor, closePortal])
+
+  const handleCreate = useCallback(() => {
+    eventEmitter?.emit({ type: MEMORY_VAR_MODAL_SHOW_BY_EVENT_EMITTER, instanceId } as any)
+    closePortal()
+  }, [eventEmitter, instanceId, closePortal])
+
   eventEmitter?.useSubscription((v: any) => {
     if (v.type === MEMORY_POPUP_SHOW_BY_EVENT_EMITTER && v.instanceId === instanceId)
       openPortal()
   })
 
-  const handleSelectVariable = useCallback((variable: string[]) => {
-    editor.dispatchCommand(INSERT_WORKFLOW_VARIABLE_BLOCK_COMMAND, variable)
-    closePortal()
-  }, [editor, closePortal])
+  eventEmitter?.useSubscription((v: any) => {
+    if (v.type === MEMORY_VAR_CREATED_BY_MODAL_BY_EVENT_EMITTER && v.instanceId === instanceId)
+      handleSelectVariable(v.variable)
+  })
 
   useEffect(() => {
     return editor.registerUpdateListener(({ editorState }) => {
@@ -245,7 +255,7 @@ export default function MemoryPopupPlugin({
               </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'>
+          <div className='system-xs-medium flex cursor-pointer items-center gap-1 border-t border-divider-subtle px-4 py-2 text-text-accent-light-mode-only' onClick={handleCreate}>
             <RiAddLine className='h-4 w-4' />
             <div>{t('workflow.nodes.llm.memory.createButton')}</div>
           </div>
diff --git a/web/app/components/workflow/nodes/_base/components/prompt/add-memory-button.tsx b/web/app/components/workflow/nodes/_base/components/prompt/add-memory-button.tsx
index fa0594fd82..c1427eebb2 100644
--- a/web/app/components/workflow/nodes/_base/components/prompt/add-memory-button.tsx
+++ b/web/app/components/workflow/nodes/_base/components/prompt/add-memory-button.tsx
@@ -2,9 +2,6 @@ import { useTranslation } from 'react-i18next'
 import Button from '@/app/components/base/button'
 import { Memory } from '@/app/components/base/icons/src/vender/line/others'
 
-export const MEMORY_POPUP_SHOW_BY_EVENT_EMITTER = 'MEMORY_POPUP_SHOW_BY_EVENT_EMITTER'
-export const PROMPT_EDITOR_INSERT_QUICKLY = 'PROMPT_EDITOR_INSERT_QUICKLY'
-
 type Props = {
   onAddMemory: () => void
 }
diff --git a/web/app/components/workflow/nodes/_base/components/prompt/editor.tsx b/web/app/components/workflow/nodes/_base/components/prompt/editor.tsx
index 252d0e1060..3bee8c7b5f 100644
--- a/web/app/components/workflow/nodes/_base/components/prompt/editor.tsx
+++ b/web/app/components/workflow/nodes/_base/components/prompt/editor.tsx
@@ -36,10 +36,12 @@ import Switch from '@/app/components/base/switch'
 import { Jinja } from '@/app/components/base/icons/src/vender/workflow'
 import { useStore } from '@/app/components/workflow/store'
 import { useWorkflowVariableType } from '@/app/components/workflow/hooks'
-import AddMemoryButton, { MEMORY_POPUP_SHOW_BY_EVENT_EMITTER } from './add-memory-button'
+import AddMemoryButton from './add-memory-button'
+import { MEMORY_POPUP_SHOW_BY_EVENT_EMITTER } from './type'
 import type {
   ConversationVariable,
 } from '@/app/components/workflow/types'
+import MemoryCreateButton from '@/app/components/workflow/nodes/llm/components/memory-system/memory-create-button'
 
 type Props = {
   className?: string
@@ -169,175 +171,178 @@ const Editor: FC<Props> = ({
   }
 
   return (
-    <Wrap className={cn(className, wrapClassName)} style={wrapStyle} isInNode isExpand={isExpand}>
-      <div ref={ref} className={cn(isFocus ? (gradientBorder && 'bg-gradient-to-r from-components-input-border-active-prompt-1 to-components-input-border-active-prompt-2') : 'bg-transparent', isExpand && 'h-full', '!rounded-[9px] p-0.5', containerClassName)}>
-        <div className={cn(isFocus ? 'bg-background-default' : 'bg-components-input-bg-normal', isExpand && 'flex h-full flex-col', 'rounded-lg', containerClassName)}>
-          <div className={cn('flex items-center justify-between pl-3 pr-2 pt-1', headerClassName)}>
-            <div className='flex gap-2'>
-              <div className={cn('text-xs font-semibold uppercase leading-4 text-text-secondary', titleClassName)}>{title} {required && <span className='text-text-destructive'>*</span>}</div>
-              {titleTooltip && <Tooltip popupContent={titleTooltip} />}
-            </div>
-            <div className='flex items-center'>
-              <div className='text-xs font-medium leading-[18px] text-text-tertiary'>{value?.length || 0}</div>
-              {isSupportPromptGenerator && (
-                <PromptGeneratorBtn
-                  nodeId={nodeId!}
-                  editorId={editorId}
-                  className='ml-[5px]'
-                  onGenerated={onGenerated}
-                  modelConfig={modelConfig}
-                  currentPrompt={value}
-                />
-              )}
-
-              <div className='ml-2 mr-2 h-3 w-px bg-divider-regular'></div>
-              {/* Operations */}
-              <div className='flex items-center space-x-[2px]'>
-                {isSupportJinja && (
-                  <Tooltip
-                    popupContent={
-                      <div>
-                        <div>{t('workflow.common.enableJinja')}</div>
-                        <a className='text-text-accent' target='_blank' href='https://jinja.palletsprojects.com/en/2.10.x/'>{t('workflow.common.learnMore')}</a>
-                      </div>
-                    }
-                  >
-                    <div className={cn(editionType === EditionType.jinja2 && 'border-components-button-ghost-bg-hover bg-components-button-ghost-bg-hover', 'flex h-[22px] items-center space-x-0.5 rounded-[5px] border border-transparent px-1.5 hover:border-components-button-ghost-bg-hover')}>
-                      <Jinja className='h-3 w-6 text-text-quaternary' />
-                      <Switch
-                        size='sm'
-                        defaultValue={editionType === EditionType.jinja2}
-                        onChange={(checked) => {
-                          onEditionTypeChange?.(checked ? EditionType.jinja2 : EditionType.basic)
-                        }}
-                      />
-                    </div>
-                  </Tooltip>
-
-                )}
-                {!readOnly && (
-                  <Tooltip
-                    popupContent={`${t('workflow.common.insertVarTip')}`}
-                  >
-                    <ActionButton onClick={handleInsertVariable}>
-                      <Variable02 className='h-4 w-4' />
-                    </ActionButton>
-                  </Tooltip>
-                )}
-                {showRemove && (
-                  <ActionButton onClick={onRemove}>
-                    <RiDeleteBinLine className='h-4 w-4' />
-                  </ActionButton>
-                )}
-                {!isCopied
-                  ? (
-                    <ActionButton onClick={handleCopy}>
-                      <Copy className='h-4 w-4' />
-                    </ActionButton>
-                  )
-                  : (
-                    <ActionButton>
-                      <CopyCheck className='h-4 w-4' />
-                    </ActionButton>
-                  )
-                }
-                <ToggleExpandBtn isExpand={isExpand} onExpandChange={setIsExpand} />
+    <>
+      <Wrap className={cn(className, wrapClassName)} style={wrapStyle} isInNode isExpand={isExpand}>
+        <div ref={ref} className={cn(isFocus ? (gradientBorder && 'bg-gradient-to-r from-components-input-border-active-prompt-1 to-components-input-border-active-prompt-2') : 'bg-transparent', isExpand && 'h-full', '!rounded-[9px] p-0.5', containerClassName)}>
+          <div className={cn(isFocus ? 'bg-background-default' : 'bg-components-input-bg-normal', isExpand && 'flex h-full flex-col', 'rounded-lg', containerClassName)}>
+            <div className={cn('flex items-center justify-between pl-3 pr-2 pt-1', headerClassName)}>
+              <div className='flex gap-2'>
+                <div className={cn('text-xs font-semibold uppercase leading-4 text-text-secondary', titleClassName)}>{title} {required && <span className='text-text-destructive'>*</span>}</div>
+                {titleTooltip && <Tooltip popupContent={titleTooltip} />}
               </div>
-
-            </div>
-          </div>
-
-          {/* Min: 80 Max: 560. Header: 24 */}
-          <div className={cn('pb-2', isExpand && 'flex grow flex-col', isMemorySupported && isFocus && 'pb-1.5')}>
-            {!(isSupportJinja && editionType === EditionType.jinja2)
-              ? (
-                <>
-                  <div className={cn(isExpand ? 'grow' : 'max-h-[536px]', 'relative min-h-[56px] overflow-y-auto  px-3', editorContainerClassName)}>
-                    <PromptEditor
-                      key={controlPromptEditorRerenderKey}
-                      placeholder={placeholder}
-                      placeholderClassName={placeholderClassName}
-                      instanceId={instanceId}
-                      compact
-                      className={cn('min-h-[56px]', inputClassName)}
-                      style={isExpand ? { height: editorExpandHeight - 5 } : {}}
-                      value={value}
-                      contextBlock={{
-                        show: justVar ? false : isShowContext,
-                        selectable: !hasSetBlockStatus?.context,
-                        canNotAddContext: true,
-                      }}
-                      historyBlock={{
-                        show: justVar ? false : isShowHistory,
-                        selectable: !hasSetBlockStatus?.history,
-                        history: {
-                          user: 'Human',
-                          assistant: 'Assistant',
-                        },
-                      }}
-                      queryBlock={{
-                        show: false, // use [sys.query] instead of query block
-                        selectable: false,
-                      }}
-                      workflowVariableBlock={{
-                        show: true,
-                        variables: nodesOutputVars || [],
-                        getVarType,
-                        workflowNodesMap: availableNodes.reduce((acc, node) => {
-                          acc[node.id] = {
-                            title: node.data.title,
-                            type: node.data.type,
-                            width: node.width,
-                            height: node.height,
-                            position: node.position,
-                          }
-                          if (node.data.type === BlockEnum.Start) {
-                            acc.sys = {
-                              title: t('workflow.blocks.start'),
-                              type: BlockEnum.Start,
-                            }
-                          }
-                          return acc
-                        }, {} as any),
-                        showManageInputField: !!pipelineId,
-                        onManageInputField: () => setShowInputFieldPanel?.(true),
-                      }}
-                      onChange={onChange}
-                      onBlur={setBlur}
-                      onFocus={setFocus}
-                      editable={!readOnly}
-                      isSupportFileVar={isSupportFileVar}
-                      isMemorySupported
-                      memoryVarInNode={memoryVarInNode}
-                      memoryVarInApp={memoryVarInApp}
-                    />
-                    {/* to patch Editor not support dynamic change editable status */}
-                    {readOnly && <div className='absolute inset-0 z-10'></div>}
-                  </div>
-                  {isMemorySupported && <AddMemoryButton onAddMemory={handleAddMemory} />}
-                </>
-              )
-              : (
-                <div className={cn(isExpand ? 'grow' : 'max-h-[536px]', 'relative min-h-[56px] overflow-y-auto  px-3', editorContainerClassName)}>
-                  <CodeEditor
-                    availableVars={nodesOutputVars || []}
-                    varList={varList}
-                    onAddVar={handleAddVariable}
-                    isInNode
-                    readOnly={readOnly}
-                    language={CodeLanguage.python3}
-                    value={value}
-                    onChange={onChange}
-                    noWrapper
-                    isExpand={isExpand}
-                    className={inputClassName}
+              <div className='flex items-center'>
+                <div className='text-xs font-medium leading-[18px] text-text-tertiary'>{value?.length || 0}</div>
+                {isSupportPromptGenerator && (
+                  <PromptGeneratorBtn
+                    nodeId={nodeId!}
+                    editorId={editorId}
+                    className='ml-[5px]'
+                    onGenerated={onGenerated}
+                    modelConfig={modelConfig}
+                    currentPrompt={value}
                   />
+                )}
+
+                <div className='ml-2 mr-2 h-3 w-px bg-divider-regular'></div>
+                {/* Operations */}
+                <div className='flex items-center space-x-[2px]'>
+                  {isSupportJinja && (
+                    <Tooltip
+                      popupContent={
+                        <div>
+                          <div>{t('workflow.common.enableJinja')}</div>
+                          <a className='text-text-accent' target='_blank' href='https://jinja.palletsprojects.com/en/2.10.x/'>{t('workflow.common.learnMore')}</a>
+                        </div>
+                      }
+                    >
+                      <div className={cn(editionType === EditionType.jinja2 && 'border-components-button-ghost-bg-hover bg-components-button-ghost-bg-hover', 'flex h-[22px] items-center space-x-0.5 rounded-[5px] border border-transparent px-1.5 hover:border-components-button-ghost-bg-hover')}>
+                        <Jinja className='h-3 w-6 text-text-quaternary' />
+                        <Switch
+                          size='sm'
+                          defaultValue={editionType === EditionType.jinja2}
+                          onChange={(checked) => {
+                            onEditionTypeChange?.(checked ? EditionType.jinja2 : EditionType.basic)
+                          }}
+                        />
+                      </div>
+                    </Tooltip>
+
+                  )}
+                  {!readOnly && (
+                    <Tooltip
+                      popupContent={`${t('workflow.common.insertVarTip')}`}
+                    >
+                      <ActionButton onClick={handleInsertVariable}>
+                        <Variable02 className='h-4 w-4' />
+                      </ActionButton>
+                    </Tooltip>
+                  )}
+                  {showRemove && (
+                    <ActionButton onClick={onRemove}>
+                      <RiDeleteBinLine className='h-4 w-4' />
+                    </ActionButton>
+                  )}
+                  {!isCopied
+                    ? (
+                      <ActionButton onClick={handleCopy}>
+                        <Copy className='h-4 w-4' />
+                      </ActionButton>
+                    )
+                    : (
+                      <ActionButton>
+                        <CopyCheck className='h-4 w-4' />
+                      </ActionButton>
+                    )
+                  }
+                  <ToggleExpandBtn isExpand={isExpand} onExpandChange={setIsExpand} />
                 </div>
-              )}
+
+              </div>
+            </div>
+
+            {/* Min: 80 Max: 560. Header: 24 */}
+            <div className={cn('pb-2', isExpand && 'flex grow flex-col', isMemorySupported && isFocus && 'pb-1.5')}>
+              {!(isSupportJinja && editionType === EditionType.jinja2)
+                ? (
+                  <>
+                    <div className={cn(isExpand ? 'grow' : 'max-h-[536px]', 'relative min-h-[56px] overflow-y-auto  px-3', editorContainerClassName)}>
+                      <PromptEditor
+                        key={controlPromptEditorRerenderKey}
+                        placeholder={placeholder}
+                        placeholderClassName={placeholderClassName}
+                        instanceId={instanceId}
+                        compact
+                        className={cn('min-h-[56px]', inputClassName)}
+                        style={isExpand ? { height: editorExpandHeight - 5 } : {}}
+                        value={value}
+                        contextBlock={{
+                          show: justVar ? false : isShowContext,
+                          selectable: !hasSetBlockStatus?.context,
+                          canNotAddContext: true,
+                        }}
+                        historyBlock={{
+                          show: justVar ? false : isShowHistory,
+                          selectable: !hasSetBlockStatus?.history,
+                          history: {
+                            user: 'Human',
+                            assistant: 'Assistant',
+                          },
+                        }}
+                        queryBlock={{
+                          show: false, // use [sys.query] instead of query block
+                          selectable: false,
+                        }}
+                        workflowVariableBlock={{
+                          show: true,
+                          variables: nodesOutputVars || [],
+                          getVarType,
+                          workflowNodesMap: availableNodes.reduce((acc, node) => {
+                            acc[node.id] = {
+                              title: node.data.title,
+                              type: node.data.type,
+                              width: node.width,
+                              height: node.height,
+                              position: node.position,
+                            }
+                            if (node.data.type === BlockEnum.Start) {
+                              acc.sys = {
+                                title: t('workflow.blocks.start'),
+                                type: BlockEnum.Start,
+                              }
+                            }
+                            return acc
+                          }, {} as any),
+                          showManageInputField: !!pipelineId,
+                          onManageInputField: () => setShowInputFieldPanel?.(true),
+                        }}
+                        onChange={onChange}
+                        onBlur={setBlur}
+                        onFocus={setFocus}
+                        editable={!readOnly}
+                        isSupportFileVar={isSupportFileVar}
+                        isMemorySupported
+                        memoryVarInNode={memoryVarInNode}
+                        memoryVarInApp={memoryVarInApp}
+                      />
+                      {/* to patch Editor not support dynamic change editable status */}
+                      {readOnly && <div className='absolute inset-0 z-10'></div>}
+                    </div>
+                    {isMemorySupported && <AddMemoryButton onAddMemory={handleAddMemory} />}
+                  </>
+                )
+                : (
+                  <div className={cn(isExpand ? 'grow' : 'max-h-[536px]', 'relative min-h-[56px] overflow-y-auto  px-3', editorContainerClassName)}>
+                    <CodeEditor
+                      availableVars={nodesOutputVars || []}
+                      varList={varList}
+                      onAddVar={handleAddVariable}
+                      isInNode
+                      readOnly={readOnly}
+                      language={CodeLanguage.python3}
+                      value={value}
+                      onChange={onChange}
+                      noWrapper
+                      isExpand={isExpand}
+                      className={inputClassName}
+                    />
+                  </div>
+                )}
+            </div>
           </div>
         </div>
-      </div>
-    </Wrap>
+      </Wrap>
+      {isMemorySupported && <MemoryCreateButton instanceId={instanceId} hideTrigger />}
+    </>
 
   )
 }
diff --git a/web/app/components/workflow/nodes/_base/components/prompt/type.ts b/web/app/components/workflow/nodes/_base/components/prompt/type.ts
new file mode 100644
index 0000000000..a10c405b32
--- /dev/null
+++ b/web/app/components/workflow/nodes/_base/components/prompt/type.ts
@@ -0,0 +1,3 @@
+export const MEMORY_POPUP_SHOW_BY_EVENT_EMITTER = 'MEMORY_POPUP_SHOW_BY_EVENT_EMITTER'
+export const MEMORY_VAR_MODAL_SHOW_BY_EVENT_EMITTER = 'MEMORY_VAR_MODAL_SHOW_BY_EVENT_EMITTER'
+export const MEMORY_VAR_CREATED_BY_MODAL_BY_EVENT_EMITTER = 'MEMORY_VAR_CREATED_BY_MODAL_BY_EVENT_EMITTER'
diff --git a/web/app/components/workflow/nodes/llm/components/memory-system/memory-create-button.tsx b/web/app/components/workflow/nodes/llm/components/memory-system/memory-create-button.tsx
index b55fae28ea..1a6125f7cc 100644
--- a/web/app/components/workflow/nodes/llm/components/memory-system/memory-create-button.tsx
+++ b/web/app/components/workflow/nodes/llm/components/memory-system/memory-create-button.tsx
@@ -1,6 +1,7 @@
 import { useCallback, useState } from 'react'
 import { RiAddLine } from '@remixicon/react'
 import VariableModal from '@/app/components/workflow/panel/chat-variable-panel/components/variable-modal'
+import type { OffsetOptions, Placement } from '@floating-ui/react'
 import {
   PortalToFollowElem,
   PortalToFollowElemContent,
@@ -11,8 +12,23 @@ import type { ConversationVariable } from '@/app/components/workflow/types'
 import { useStore } from '@/app/components/workflow/store'
 import { useNodesSyncDraft } from '@/app/components/workflow/hooks/use-nodes-sync-draft'
 import useInspectVarsCrud from '@/app/components/workflow/hooks/use-inspect-vars-crud'
+import { useEventEmitterContextContext } from '@/context/event-emitter'
+import { MEMORY_VAR_CREATED_BY_MODAL_BY_EVENT_EMITTER, MEMORY_VAR_MODAL_SHOW_BY_EVENT_EMITTER } from '@/app/components/workflow/nodes/_base/components/prompt/type'
 
-const MemoryCreateButton = () => {
+type Props = {
+  placement?: Placement
+  offset?: number | OffsetOptions
+  hideTrigger?: boolean
+  instanceId?: string
+}
+
+const MemoryCreateButton = ({
+  placement,
+  offset,
+  hideTrigger,
+  instanceId,
+}: Props) => {
+  const { eventEmitter } = useEventEmitterContextContext()
   const [open, setOpen] = useState(false)
   const varList = useStore(s => s.conversationVariables) as ConversationVariable[]
   const updateChatVarList = useStore(s => s.setConversationVariables)
@@ -34,19 +50,30 @@ const MemoryCreateButton = () => {
     updateChatVarList(newList)
     handleVarChanged()
     setOpen(false)
-  }, [varList, updateChatVarList, handleVarChanged, setOpen])
+    if (instanceId)
+      eventEmitter?.emit({ type: MEMORY_VAR_CREATED_BY_MODAL_BY_EVENT_EMITTER, instanceId, variable: ['conversation', newChatVar.name] } as any)
+  }, [varList, updateChatVarList, handleVarChanged, setOpen, eventEmitter, instanceId])
+
+  eventEmitter?.useSubscription((v: any) => {
+    if (v.type === MEMORY_VAR_MODAL_SHOW_BY_EVENT_EMITTER && v.instanceId === instanceId)
+      setOpen(true)
+  })
 
   return (
     <>
       <PortalToFollowElem
         open={open}
         onOpenChange={setOpen}
-        placement='left'
+        placement={placement || 'left'}
+        offset={offset}
       >
         <PortalToFollowElemTrigger onClick={() => setOpen(v => !v)}>
-          <ActionButton className='shrink-0'>
-            <RiAddLine className='h-4 w-4' />
-          </ActionButton>
+          {hideTrigger && <div></div>}
+          {!hideTrigger && (
+            <ActionButton className='shrink-0'>
+              <RiAddLine className='h-4 w-4' />
+            </ActionButton>
+          )}
         </PortalToFollowElemTrigger>
         <PortalToFollowElemContent className='z-[11]'>
           <VariableModal