diff --git a/src/renderer/src/assets/styles/markdown.scss b/src/renderer/src/assets/styles/markdown.scss
index 3dd3d95f..0972e0d2 100644
--- a/src/renderer/src/assets/styles/markdown.scss
+++ b/src/renderer/src/assets/styles/markdown.scss
@@ -144,9 +144,11 @@
     height: auto;
   }
 
-  a {
+  a,
+  .link {
     color: var(--color-link);
     text-decoration: none;
+    cursor: pointer;
 
     &:hover {
       text-decoration: underline;
diff --git a/src/renderer/src/pages/home/components/Message.tsx b/src/renderer/src/pages/home/components/Message.tsx
index 44fcb4e6..f2f9bcff 100644
--- a/src/renderer/src/pages/home/components/Message.tsx
+++ b/src/renderer/src/pages/home/components/Message.tsx
@@ -59,10 +59,9 @@ const MessageItem: FC<Props> = ({ message, index, showMenu, onDeleteMessage }) =
   const onRegenerate = useCallback(
     (model: Model) => {
       setModel(model)
-      onDeleteMessage?.(message)
-      setTimeout(() => EventEmitter.emit(EVENT_NAMES.REGENERATE_MESSAGE), 100)
+      setTimeout(() => EventEmitter.emit(EVENT_NAMES.REGENERATE_MESSAGE, model), 100)
     },
-    [message, onDeleteMessage, setModel]
+    [setModel]
   )
 
   const getUserName = useCallback(() => {
@@ -137,6 +136,15 @@ const MessageItem: FC<Props> = ({ message, index, showMenu, onDeleteMessage }) =
                 {copied && <CheckOutlined style={{ color: 'var(--color-primary)' }} />}
               </ActionButton>
             </Tooltip>
+            {canRegenerate && (
+              <SelectModelDropdown model={model} onSelect={onRegenerate} placement="topRight">
+                <Tooltip title={t('common.regenerate')} mouseEnterDelay={0.8}>
+                  <ActionButton>
+                    <SyncOutlined />
+                  </ActionButton>
+                </Tooltip>
+              </SelectModelDropdown>
+            )}
             <Popconfirm
               title={t('message.message.delete.content')}
               okButtonProps={{ danger: true }}
@@ -148,15 +156,6 @@ const MessageItem: FC<Props> = ({ message, index, showMenu, onDeleteMessage }) =
                 </ActionButton>
               </Tooltip>
             </Popconfirm>
-            {canRegenerate && (
-              <SelectModelDropdown model={model} onSelect={onRegenerate} placement="topRight">
-                <Tooltip title={t('common.regenerate')} mouseEnterDelay={0.8}>
-                  <ActionButton>
-                    <SyncOutlined />
-                  </ActionButton>
-                </Tooltip>
-              </SelectModelDropdown>
-            )}
             {!isUserMessage && (
               <Dropdown menu={{ items: dropdownItems }} trigger={['click']} placement="topRight" arrow>
                 <ActionButton>
diff --git a/src/renderer/src/pages/home/components/Messages.tsx b/src/renderer/src/pages/home/components/Messages.tsx
index 35903588..c9c2e48d 100644
--- a/src/renderer/src/pages/home/components/Messages.tsx
+++ b/src/renderer/src/pages/home/components/Messages.tsx
@@ -2,12 +2,13 @@ import { useAssistant } from '@renderer/hooks/useAssistant'
 import { useProviderByAssistant } from '@renderer/hooks/useProvider'
 import { fetchChatCompletion, fetchMessagesSummary } from '@renderer/services/api'
 import { EVENT_NAMES, EventEmitter } from '@renderer/services/event'
+import { filterAtMessages } from '@renderer/services/message'
 import LocalStorage from '@renderer/services/storage'
-import { Assistant, Message, Topic } from '@renderer/types'
-import { estimateHistoryTokenCount, runAsyncFunction } from '@renderer/utils'
+import { Assistant, Message, Model, Topic } from '@renderer/types'
+import { estimateHistoryTokenCount, getBriefInfo, runAsyncFunction, uuid } from '@renderer/utils'
 import { t } from 'i18next'
 import localforage from 'localforage'
-import { debounce, reverse } from 'lodash'
+import { debounce, last, reverse } from 'lodash'
 import { FC, useCallback, useEffect, useMemo, useRef, useState } from 'react'
 import styled from 'styled-components'
 
@@ -75,8 +76,18 @@ const Messages: FC<Props> = ({ assistant, topic }) => {
         onSendMessage(msg)
         setTimeout(() => EventEmitter.emit(EVENT_NAMES.AI_AUTO_RENAME), 100)
       }),
-      EventEmitter.on(EVENT_NAMES.REGENERATE_MESSAGE, async () => {
-        fetchChatCompletion({ assistant, messages: messages, topic, onResponse: setLastMessage })
+      EventEmitter.on(EVENT_NAMES.REGENERATE_MESSAGE, async (model: Model) => {
+        const lastUserMessage = last(filterAtMessages(messages).filter((m) => m.role === 'user'))
+        if (lastUserMessage) {
+          const content = `[@${model.name}](#)  ${getBriefInfo(lastUserMessage.content)}`
+          onSendMessage({ ...lastUserMessage, id: uuid(), type: '@', content })
+          fetchChatCompletion({
+            assistant,
+            topic,
+            messages: [...messages, lastUserMessage],
+            onResponse: setLastMessage
+          })
+        }
       }),
       EventEmitter.on(EVENT_NAMES.AI_AUTO_RENAME, autoRenameTopic),
       EventEmitter.on(EVENT_NAMES.CLEAR_MESSAGES, () => {
diff --git a/src/renderer/src/pages/home/components/markdown/Link.tsx b/src/renderer/src/pages/home/components/markdown/Link.tsx
index 1ceeb471..25ebc170 100644
--- a/src/renderer/src/pages/home/components/markdown/Link.tsx
+++ b/src/renderer/src/pages/home/components/markdown/Link.tsx
@@ -1,7 +1,11 @@
 import { omit } from 'lodash'
 import React from 'react'
 
-const Link: React.FC = (props) => {
+const Link: React.FC = (props: React.AnchorHTMLAttributes<HTMLAnchorElement>) => {
+  if (props.href?.startsWith('#')) {
+    return <span className="link">{props.children}</span>
+  }
+
   return <a {...omit(props, 'node')} target="_blank" rel="noreferrer" onClick={(e) => e.stopPropagation()} />
 }
 
diff --git a/src/renderer/src/services/api.ts b/src/renderer/src/services/api.ts
index 6f080058..4d6b78f7 100644
--- a/src/renderer/src/services/api.ts
+++ b/src/renderer/src/services/api.ts
@@ -14,6 +14,7 @@ import {
   getTranslateModel
 } from './assistant'
 import { EVENT_NAMES, EventEmitter } from './event'
+import { filterAtMessages } from './message'
 import ProviderSDK from './ProviderSDK'
 
 export async function fetchChatCompletion({
@@ -50,7 +51,7 @@ export async function fetchChatCompletion({
   onResponse({ ...message })
 
   try {
-    await providerSdk.completions(messages, assistant, ({ text, usage }) => {
+    await providerSdk.completions(filterAtMessages(messages), assistant, ({ text, usage }) => {
       message.content = message.content + text || ''
       message.usage = usage
       onResponse({ ...message, status: 'pending' })
diff --git a/src/renderer/src/services/message.ts b/src/renderer/src/services/message.ts
new file mode 100644
index 00000000..237b7f23
--- /dev/null
+++ b/src/renderer/src/services/message.ts
@@ -0,0 +1,5 @@
+import { Message } from '@renderer/types'
+
+export const filterAtMessages = (messages: Message[]) => {
+  return messages.filter((message) => message.type !== '@')
+}
diff --git a/src/renderer/src/types/index.ts b/src/renderer/src/types/index.ts
index 51796924..fbfe4852 100644
--- a/src/renderer/src/types/index.ts
+++ b/src/renderer/src/types/index.ts
@@ -25,6 +25,7 @@ export type Message = {
   createdAt: string
   status: 'sending' | 'pending' | 'success' | 'paused' | 'error'
   usage?: OpenAI.Completions.CompletionUsage
+  type?: 'text' | '@'
 }
 
 export type Topic = {
diff --git a/src/renderer/src/utils/index.ts b/src/renderer/src/utils/index.ts
index d495c59b..c5078c41 100644
--- a/src/renderer/src/utils/index.ts
+++ b/src/renderer/src/utils/index.ts
@@ -230,3 +230,24 @@ export function convertMathFormula(input) {
   // 使用正则表达式匹配并替换公式格式
   return input.replaceAll(/\\\[/g, '$$$$').replaceAll(/\\\]/g, '$$$$')
 }
+
+export function getBriefInfo(text: string, maxLength: number = 50): string {
+  // 去除空行
+  const noEmptyLinesText = text.replace(/\n\s*\n/g, '\n')
+
+  // 检查文本是否超过最大长度
+  if (noEmptyLinesText.length <= maxLength) {
+    return noEmptyLinesText
+  }
+
+  // 找到最近的单词边界
+  let truncatedText = noEmptyLinesText.slice(0, maxLength)
+  const lastSpaceIndex = truncatedText.lastIndexOf(' ')
+
+  if (lastSpaceIndex !== -1) {
+    truncatedText = truncatedText.slice(0, lastSpaceIndex)
+  }
+
+  // 截取前面的内容，并在末尾添加 "..."
+  return truncatedText + '...'
+}