diff --git a/web/src/components/loading-dots/index.module.less b/web/src/components/loading-dots/index.module.less
new file mode 100644
index 0000000000..e3e8906e14
--- /dev/null
+++ b/web/src/components/loading-dots/index.module.less
@@ -0,0 +1,39 @@
+.dot {
+  display: inline-block;
+  width: 6px;
+  height: 6px;
+  border-radius: 50%;
+  background-color: currentColor;
+  animation: loadingDots 1.4s ease-in-out infinite both;
+  margin-right: 4px;
+
+  &:last-child {
+    margin-right: 0;
+  }
+
+  &:nth-child(1) {
+    animation-delay: -0.32s;
+  }
+
+  &:nth-child(2) {
+    animation-delay: -0.16s;
+  }
+
+  &:nth-child(3) {
+    animation-delay: 0s;
+  }
+}
+
+@keyframes loadingDots {
+  0%,
+  80%,
+  100% {
+    opacity: 0.3;
+    transform: scale(0.8);
+  }
+
+  40% {
+    opacity: 1;
+    transform: scale(1);
+  }
+}
diff --git a/web/src/components/loading-dots/index.tsx b/web/src/components/loading-dots/index.tsx
new file mode 100644
index 0000000000..ad1e67cdbc
--- /dev/null
+++ b/web/src/components/loading-dots/index.tsx
@@ -0,0 +1,15 @@
+import styles from './index.module.less';
+
+interface LoadingDotsProps {
+  className?: string;
+}
+
+export function LoadingDots({ className }: LoadingDotsProps) {
+  return (
+    <span className={className} aria-label="Loading">
+      <span className={styles.dot} />
+      <span className={styles.dot} />
+      <span className={styles.dot} />
+    </span>
+  );
+}
diff --git a/web/src/components/markdown-content/index.tsx b/web/src/components/markdown-content/index.tsx
index f33fb745d7..7f3e4b21a2 100644
--- a/web/src/components/markdown-content/index.tsx
+++ b/web/src/components/markdown-content/index.tsx
@@ -18,6 +18,7 @@ import { useTranslation } from 'react-i18next';
 import 'katex/dist/katex.min.css'; // `rehype-katex` does not import the CSS for you
 
 import { useFetchDocumentThumbnailsByIds } from '@/hooks/use-document-request';
+import { useLoadingPause } from '@/hooks/use-loading-pause';
 import {
   currentReg,
   parseCitationIndex,
@@ -30,6 +31,7 @@ import classNames from 'classnames';
 import { omit } from 'lodash';
 import { pipe } from 'lodash/fp';
 import reactStringReplace from 'react-string-replace';
+import { LoadingDots } from '../loading-dots';
 import { Button } from '../ui/button';
 import {
   HoverCard,
@@ -52,6 +54,7 @@ const MarkdownContent = ({
   reference,
   clickDocumentButton,
   content,
+  loading,
 }: {
   content: string;
   loading: boolean;
@@ -260,6 +263,7 @@ const MarkdownContent = ({
   );
 
   const dir = getDirAttribute(content.replace(citationMarkerReg, ''));
+  const showLoadingDots = useLoadingPause(loading, content);
 
   return (
     <div dir={dir} className={styles.markdownContentWrapper}>
@@ -298,6 +302,9 @@ const MarkdownContent = ({
       >
         {contentWithCursor}
       </Markdown>
+      {showLoadingDots && (
+        <LoadingDots className="ml-1 inline-block text-text-secondary" />
+      )}
     </div>
   );
 };
diff --git a/web/src/components/message-item/index.tsx b/web/src/components/message-item/index.tsx
index de238dd848..5530fa0e0f 100644
--- a/web/src/components/message-item/index.tsx
+++ b/web/src/components/message-item/index.tsx
@@ -1,18 +1,17 @@
 import { MessageType } from '@/constants/chat';
+import { IRegenerateMessage, IRemoveMessageById } from '@/hooks/logic-hooks';
 import {
   IMessage,
   IReference,
   IReferenceChunk,
   UploadResponseDataType,
 } from '@/interfaces/database/chat';
-import classNames from 'classnames';
-import { memo, useCallback, useMemo } from 'react';
-import { useTranslation } from 'react-i18next';
-
-import { IRegenerateMessage, IRemoveMessageById } from '@/hooks/logic-hooks';
 import { cn } from '@/lib/utils';
+import classNames from 'classnames';
 import { isEmpty } from 'lodash';
+import { memo, useCallback, useMemo } from 'react';
 import { DocumentDownloadButton } from '../document-download-button';
+import { LoadingDots } from '../loading-dots';
 import MarkdownContent from '../markdown-content';
 import { ReferenceDocumentList } from '../next-message-item/reference-document-list';
 import { ReferenceImageList } from '../next-message-item/reference-image-list';
@@ -54,7 +53,6 @@ const MessageItem = ({
   visibleAvatar = true,
   nickname,
 }: IProps) => {
-  const { t } = useTranslation();
   const { theme } = useTheme();
   const isAssistant = item.role === MessageType.Assistant;
   const isUser = item.role === MessageType.User;
@@ -151,7 +149,7 @@ const MessageItem = ({
                 )}
               >
                 {sendLoading && isEmpty(messageContent) ? (
-                  t('common.running')
+                  <LoadingDots className="text-text-secondary" />
                 ) : (
                   <MarkdownContent
                     loading={loading}
diff --git a/web/src/components/next-markdown-content/index.tsx b/web/src/components/next-markdown-content/index.tsx
index 7fe05a4de9..c30656912a 100644
--- a/web/src/components/next-markdown-content/index.tsx
+++ b/web/src/components/next-markdown-content/index.tsx
@@ -29,11 +29,13 @@ import { citationMarkerReg } from '@/utils/citation-utils';
 import { getDirAttribute } from '@/utils/text-direction';
 
 import { useFetchDocumentThumbnailsByIds } from '@/hooks/use-document-request';
+import { useLoadingPause } from '@/hooks/use-loading-pause';
 import { cn } from '@/lib/utils';
 import classNames from 'classnames';
 import { omit } from 'lodash';
 import { pipe } from 'lodash/fp';
 import reactStringReplace from 'react-string-replace';
+import { LoadingDots } from '../loading-dots';
 import { Button } from '../ui/button';
 import {
   HoverCard,
@@ -159,6 +161,7 @@ function MarkdownContent({
   reference,
   clickDocumentButton,
   content,
+  loading,
 }: {
   content: string;
   loading: boolean;
@@ -353,6 +356,7 @@ function MarkdownContent({
   );
 
   const dir = getDirAttribute(content.replace(citationMarkerReg, ''));
+  const showLoadingDots = useLoadingPause(loading, content);
 
   return (
     <div dir={dir} className={styles.markdownContentWrapper}>
@@ -435,6 +439,9 @@ function MarkdownContent({
       >
         {contentWithCursor}
       </Markdown>
+      {showLoadingDots && (
+        <LoadingDots className="ml-1 inline-block text-text-secondary" />
+      )}
     </div>
   );
 }
diff --git a/web/src/components/next-message-item/index.tsx b/web/src/components/next-message-item/index.tsx
index 48db836ed9..9c5f3d5ce0 100644
--- a/web/src/components/next-message-item/index.tsx
+++ b/web/src/components/next-message-item/index.tsx
@@ -15,7 +15,6 @@ import {
   useMemo,
   useState,
 } from 'react';
-import { useTranslation } from 'react-i18next';
 
 import { IRegenerateMessage, IRemoveMessageById } from '@/hooks/logic-hooks';
 import { INodeEvent, MessageEventType } from '@/hooks/use-send-message';
@@ -27,6 +26,7 @@ import { getDirAttribute } from '@/utils/text-direction';
 import { isEmpty } from 'lodash';
 import { Atom, ChevronDown, ChevronUp } from 'lucide-react';
 import { DocumentDownloadButton } from '../document-download-button';
+import { LoadingDots } from '../loading-dots';
 import MarkdownContent from '../next-markdown-content';
 import { RAGFlowAvatar } from '../ragflow-avatar';
 import SvgIcon from '../svg-icon';
@@ -82,7 +82,6 @@ function MessageItem({
   isShare,
   nickname,
 }: IProps) {
-  const { t } = useTranslation();
   const { theme } = useTheme();
   const isAssistant = item.role === MessageType.Assistant;
   const isUser = item.role === MessageType.User;
@@ -147,7 +146,7 @@ function MessageItem({
         {hasCustomChildren ? (
           children
         ) : sendLoading && isEmpty(messageContent) ? (
-          <>{!isShare && t('common.running')}</>
+          <>{!isShare && <LoadingDots className="text-text-secondary" />}</>
         ) : (
           <MarkdownContent
             loading={loading}
@@ -168,7 +167,6 @@ function MessageItem({
     messageContent,
     reference,
     sendLoading,
-    t,
     theme,
   ]);
 
diff --git a/web/src/hooks/use-loading-pause.ts b/web/src/hooks/use-loading-pause.ts
new file mode 100644
index 0000000000..d4f72b9344
--- /dev/null
+++ b/web/src/hooks/use-loading-pause.ts
@@ -0,0 +1,24 @@
+import { useEffect, useState } from 'react';
+
+export function useLoadingPause(
+  loading: boolean,
+  content: string,
+  delay = 600,
+) {
+  const [show, setShow] = useState(false);
+
+  useEffect(() => {
+    if (!loading || !content) {
+      setShow(false);
+      return;
+    }
+
+    const timer = setTimeout(() => {
+      setShow(true);
+    }, delay);
+
+    return () => clearTimeout(timer);
+  }, [loading, content, delay]);
+
+  return show;
+}