diff --git a/lightrag_webui/src/api/lightrag.ts b/lightrag_webui/src/api/lightrag.ts
index 86156e97..97663954 100644
--- a/lightrag_webui/src/api/lightrag.ts
+++ b/lightrag_webui/src/api/lightrag.ts
@@ -236,6 +236,7 @@ export type PipelineStatusResponse = {
   batchs: number
   cur_batch: number
   request_pending: boolean
+  cancellation_requested?: boolean
   latest_message: string
   history_messages?: string[]
   update_status?: Record<string, any>
@@ -673,6 +674,14 @@ export const getPipelineStatus = async (): Promise<PipelineStatusResponse> => {
   return response.data
 }
 
+export const cancelPipeline = async (): Promise<{
+  status: 'cancellation_requested' | 'not_busy'
+  message: string
+}> => {
+  const response = await axiosInstance.post('/documents/cancel_pipeline')
+  return response.data
+}
+
 export const loginToServer = async (username: string, password: string): Promise<LoginResponse> => {
   const formData = new FormData();
   formData.append('username', username);
diff --git a/lightrag_webui/src/components/documents/PipelineStatusDialog.tsx b/lightrag_webui/src/components/documents/PipelineStatusDialog.tsx
index 7754bb32..956538fd 100644
--- a/lightrag_webui/src/components/documents/PipelineStatusDialog.tsx
+++ b/lightrag_webui/src/components/documents/PipelineStatusDialog.tsx
@@ -11,7 +11,7 @@ import {
   DialogDescription
 } from '@/components/ui/Dialog'
 import Button from '@/components/ui/Button'
-import { getPipelineStatus, PipelineStatusResponse } from '@/api/lightrag'
+import { getPipelineStatus, cancelPipeline, PipelineStatusResponse } from '@/api/lightrag'
 import { errorMessage } from '@/lib/utils'
 import { cn } from '@/lib/utils'
 
@@ -81,6 +81,23 @@ export default function PipelineStatusDialog({
     return () => clearInterval(interval)
   }, [open, t])
 
+  // Handle cancel pipeline
+  const handleCancelPipeline = async () => {
+    try {
+      const result = await cancelPipeline()
+      if (result.status === 'cancellation_requested') {
+        toast.success(t('documentPanel.pipelineStatus.cancelSuccess'))
+      } else if (result.status === 'not_busy') {
+        toast.info(t('documentPanel.pipelineStatus.cancelNotBusy'))
+      }
+    } catch (err) {
+      toast.error(t('documentPanel.pipelineStatus.cancelFailed', { error: errorMessage(err) }))
+    }
+  }
+
+  // Determine if cancel button should be enabled
+  const canCancel = status?.busy === true && !status?.cancellation_requested
+
   return (
     <Dialog open={open} onOpenChange={onOpenChange}>
       <DialogContent
@@ -142,16 +159,43 @@ export default function PipelineStatusDialog({
 
         {/* Status Content */}
         <div className="space-y-4 pt-4">
-          {/* Pipeline Status */}
-          <div className="flex items-center gap-4">
-            <div className="flex items-center gap-2">
-              <div className="text-sm font-medium">{t('documentPanel.pipelineStatus.busy')}:</div>
-              <div className={`h-2 w-2 rounded-full ${status?.busy ? 'bg-green-500' : 'bg-gray-300'}`} />
-            </div>
-            <div className="flex items-center gap-2">
-              <div className="text-sm font-medium">{t('documentPanel.pipelineStatus.requestPending')}:</div>
-              <div className={`h-2 w-2 rounded-full ${status?.request_pending ? 'bg-green-500' : 'bg-gray-300'}`} />
+          {/* Pipeline Status - with cancel button */}
+          <div className="flex flex-wrap items-center justify-between gap-4">
+            {/* Left side: Status indicators */}
+            <div className="flex items-center gap-4">
+              <div className="flex items-center gap-2">
+                <div className="text-sm font-medium">{t('documentPanel.pipelineStatus.busy')}:</div>
+                <div className={`h-2 w-2 rounded-full ${status?.busy ? 'bg-green-500' : 'bg-gray-300'}`} />
+              </div>
+              <div className="flex items-center gap-2">
+                <div className="text-sm font-medium">{t('documentPanel.pipelineStatus.requestPending')}:</div>
+                <div className={`h-2 w-2 rounded-full ${status?.request_pending ? 'bg-green-500' : 'bg-gray-300'}`} />
+              </div>
+              {/* Only show cancellation status when it's requested */}
+              {status?.cancellation_requested && (
+                <div className="flex items-center gap-2">
+                  <div className="text-sm font-medium">{t('documentPanel.pipelineStatus.cancellationRequested')}:</div>
+                  <div className="h-2 w-2 rounded-full bg-red-500" />
+                </div>
+              )}
             </div>
+
+            {/* Right side: Cancel button - only show when pipeline is busy */}
+            {status?.busy && (
+              <Button
+                variant="destructive"
+                size="sm"
+                disabled={!canCancel}
+                onClick={handleCancelPipeline}
+                title={
+                  status?.cancellation_requested
+                    ? t('documentPanel.pipelineStatus.cancelInProgress')
+                    : t('documentPanel.pipelineStatus.cancelTooltip')
+                }
+              >
+                {t('documentPanel.pipelineStatus.cancelButton')}
+              </Button>
+            )}
           </div>
 
           {/* Job Information */}
diff --git a/lightrag_webui/src/locales/ar.json b/lightrag_webui/src/locales/ar.json
index 9d78da19..67b90629 100644
--- a/lightrag_webui/src/locales/ar.json
+++ b/lightrag_webui/src/locales/ar.json
@@ -165,7 +165,8 @@
       "startTime": "وقت البدء",
       "progress": "التقدم",
       "unit": "دفعة",
-      "pipelineMessages": "رسائل خط الأنابيب",
+      "latestMessage": "آخر رسالة",
+      "historyMessages": "رسائل السجل",
       "cancelButton": "إلغاء",
       "cancelTooltip": "إلغاء معالجة خط الأنابيب",
       "cancelInProgress": "الإلغاء قيد التقدم...",
diff --git a/lightrag_webui/src/locales/en.json b/lightrag_webui/src/locales/en.json
index 205a7e66..e48c0207 100644
--- a/lightrag_webui/src/locales/en.json
+++ b/lightrag_webui/src/locales/en.json
@@ -165,7 +165,8 @@
       "startTime": "Start Time",
       "progress": "Progress",
       "unit": "Batch",
-      "pipelineMessages": "Pipeline Messages",
+      "latestMessage": "Latest Message",
+      "historyMessages": "History Messages",
       "cancelButton": "Cancel",
       "cancelTooltip": "Cancel pipeline processing",
       "cancelInProgress": "Cancellation in progress...",
diff --git a/lightrag_webui/src/locales/fr.json b/lightrag_webui/src/locales/fr.json
index 48dbe03d..b75e3e63 100644
--- a/lightrag_webui/src/locales/fr.json
+++ b/lightrag_webui/src/locales/fr.json
@@ -165,7 +165,8 @@
       "startTime": "Heure de Début",
       "progress": "Progrès",
       "unit": "Lot",
-      "pipelineMessages": "Messages de Pipeline",
+      "latestMessage": "Dernier Message",
+      "historyMessages": "Messages d'Historique",
       "cancelButton": "Annuler",
       "cancelTooltip": "Annuler le traitement du pipeline",
       "cancelInProgress": "Annulation en cours...",
diff --git a/lightrag_webui/src/locales/zh.json b/lightrag_webui/src/locales/zh.json
index b361e1ff..2712a6d2 100644
--- a/lightrag_webui/src/locales/zh.json
+++ b/lightrag_webui/src/locales/zh.json
@@ -165,7 +165,8 @@
       "startTime": "开始时间",
       "progress": "进度",
       "unit": "批",
-      "pipelineMessages": "流水线消息",
+      "latestMessage": "最新消息",
+      "historyMessages": "历史消息",
       "cancelButton": "中断",
       "cancelTooltip": "中断流水线处理",
       "cancelInProgress": "取消请求进行中...",
diff --git a/lightrag_webui/src/locales/zh_TW.json b/lightrag_webui/src/locales/zh_TW.json
index e822aa77..8fb06bf8 100644
--- a/lightrag_webui/src/locales/zh_TW.json
+++ b/lightrag_webui/src/locales/zh_TW.json
@@ -165,7 +165,8 @@
       "startTime": "開始時間",
       "progress": "進度",
       "unit": "批",
-      "pipelineMessages": "流水線消息",
+      "latestMessage": "最新消息",
+      "historyMessages": "歷史消息",
       "cancelButton": "中斷",
       "cancelTooltip": "中斷流水線處理",
       "cancelInProgress": "取消請求進行中...",