diff --git a/web/app/components/app/configuration/config-prompt/advanced-prompt-input.tsx b/web/app/components/app/configuration/config-prompt/advanced-prompt-input.tsx
index 972cbf62fabe97..eac8303b312b60 100644
--- a/web/app/components/app/configuration/config-prompt/advanced-prompt-input.tsx
+++ b/web/app/components/app/configuration/config-prompt/advanced-prompt-input.tsx
@@ -18,6 +18,7 @@ import PromptEditor from '@/app/components/base/prompt-editor'
 import ConfigContext from '@/context/debug-configuration'
 import { getNewVar, getVars } from '@/utils/var'
 import { AppType } from '@/types/app'
+import { AlertCircle } from '@/app/components/base/icons/src/vender/solid/alertsAndFeedback'
 
 type Props = {
   type: PromptRole
@@ -28,6 +29,8 @@ type Props = {
   canDelete: boolean
   onDelete: () => void
   promptVariables: PromptVariable[]
+  isContextMissing: boolean
+  onHideContextMissingTip: () => void
 }
 
 const AdvancedPromptInput: FC<Props> = ({
@@ -39,6 +42,8 @@ const AdvancedPromptInput: FC<Props> = ({
   canDelete,
   onDelete,
   promptVariables,
+  isContextMissing,
+  onHideContextMissingTip,
 }) => {
   const { t } = useTranslation()
 
@@ -91,45 +96,65 @@ const AdvancedPromptInput: FC<Props> = ({
   }
 
   const editorHeight = isChatMode ? 'h-[200px]' : 'h-[508px]'
-
+  const contextMissing = (
+    <div
+      className='flex justify-between items-center h-11 pt-2 pr-3 pb-1 pl-4 rounded-tl-xl rounded-tr-xl'
+      style={{
+        background: 'linear-gradient(180deg, #FEF0C7 0%, rgba(254, 240, 199, 0) 100%)',
+      }}
+    >
+      <div className='flex items-center pr-2' >
+        <AlertCircle className='mr-1 w-4 h-4 text-[#F79009]'/>
+        <div className='leading-[18px] text-[13px] font-medium text-[#DC6803]'>{t('appDebug.promptMode.contextMissing')}</div>
+      </div>
+      <div
+        className='flex items-center h-6 px-2 rounded-md bg-[#fff] border border-gray-200 shadow-xs text-xs font-medium text-primary-600 cursor-pointer'
+        onClick={onHideContextMissingTip}
+      >{t('common.operation.ok')}</div>
+    </div>
+  )
   return (
-    <div className={`relative ${s.gradientBorder}`}>
+    <div className={`relative ${!isContextMissing ? s.gradientBorder : s.warningBorder}`}>
       <div className='rounded-xl bg-white'>
-        <div className={cn(s.boxHeader, 'flex justify-between items-center h-11 pt-2 pr-3 pb-1 pl-4 rounded-tl-xl rounded-tr-xl bg-white hover:shadow-xs')}>
-          {isChatMode
-            ? (
-              <MessageTypeSelector value={type} onChange={onTypeChange} />
-            )
-            : (
-              <div className='flex items-center space-x-1'>
+        {isContextMissing
+          ? contextMissing
+          : (
+            <div className={cn(s.boxHeader, 'flex justify-between items-center h-11 pt-2 pr-3 pb-1 pl-4 rounded-tl-xl rounded-tr-xl bg-white hover:shadow-xs')}>
+              {isChatMode
+                ? (
+                  <MessageTypeSelector value={type} onChange={onTypeChange} />
+                )
+                : (
+                  <div className='flex items-center space-x-1'>
 
-                <div className='text-sm font-semibold uppercase text-indigo-800'>{t('appDebug.pageTitle.line1')}
-                </div>
-                <Tooltip
-                  htmlContent={<div className='w-[180px]'>
-                    {t('appDebug.promptTip')}
-                  </div>}
-                  selector='config-prompt-tooltip'>
-                  <HelpCircle className='w-[14px] h-[14px] text-indigo-400' />
-                </Tooltip>
-              </div>)}
-          <div className={cn(s.optionWrap, 'items-center space-x-1')}>
-            {canDelete && (
-              <Trash03 onClick={onDelete} className='h-6 w-6 p-1 text-gray-500 cursor-pointer' />
-            )}
-            {!isCopied
-              ? (
-                <Clipboard className='h-6 w-6 p-1 text-gray-500 cursor-pointer' onClick={() => {
-                  copy(value)
-                  setIsCopied(true)
-                }} />
-              )
-              : (
-                <ClipboardCheck className='h-6 w-6 p-1 text-gray-500' />
-              )}
+                    <div className='text-sm font-semibold uppercase text-indigo-800'>{t('appDebug.pageTitle.line1')}
+                    </div>
+                    <Tooltip
+                      htmlContent={<div className='w-[180px]'>
+                        {t('appDebug.promptTip')}
+                      </div>}
+                      selector='config-prompt-tooltip'>
+                      <HelpCircle className='w-[14px] h-[14px] text-indigo-400' />
+                    </Tooltip>
+                  </div>)}
+              <div className={cn(s.optionWrap, 'items-center space-x-1')}>
+                {canDelete && (
+                  <Trash03 onClick={onDelete} className='h-6 w-6 p-1 text-gray-500 cursor-pointer' />
+                )}
+                {!isCopied
+                  ? (
+                    <Clipboard className='h-6 w-6 p-1 text-gray-500 cursor-pointer' onClick={() => {
+                      copy(value)
+                      setIsCopied(true)
+                    }} />
+                  )
+                  : (
+                    <ClipboardCheck className='h-6 w-6 p-1 text-gray-500' />
+                  )}
+              </div>
+            </div>
+          )}
 
-          </div>
-        </div>
         <div className={cn(editorHeight, 'px-4 min-h-[102px] overflow-y-auto text-sm text-gray-700')}>
           <PromptEditor
             className={editorHeight}
diff --git a/web/app/components/app/configuration/config-prompt/index.tsx b/web/app/components/app/configuration/config-prompt/index.tsx
index cfcd1ec05baa84..8c789ae58b2873 100644
--- a/web/app/components/app/configuration/config-prompt/index.tsx
+++ b/web/app/components/app/configuration/config-prompt/index.tsx
@@ -34,6 +34,8 @@ const Prompt: FC<IPromptProps> = ({
     currentAdvancedPrompt,
     setCurrentAdvancedPrompt,
     modelModeType,
+    dataSets,
+    hasSetBlockStatus,
   } = useContext(ConfigContext)
 
   const handleMessageTypeChange = (index: number, role: PromptRole) => {
@@ -84,6 +86,9 @@ const Prompt: FC<IPromptProps> = ({
     setCurrentAdvancedPrompt(newPrompt)
   }
 
+  const isContextMissing = dataSets.length > 0 && !hasSetBlockStatus.context
+  const [isHideContextMissTip, setIsHideContextMissTip] = React.useState(false)
+
   if (!isAdvancedMode) {
     return (
       <SimplePromptInput
@@ -112,6 +117,8 @@ const Prompt: FC<IPromptProps> = ({
                 onDelete={() => handlePromptDelete(index)}
                 onChange={value => handleValueChange(value, index)}
                 promptVariables={promptVariables}
+                isContextMissing={isContextMissing && !isHideContextMissTip}
+                onHideContextMissingTip={() => setIsHideContextMissTip(true)}
               />
             ))
           )
@@ -125,6 +132,8 @@ const Prompt: FC<IPromptProps> = ({
               onDelete={() => handlePromptDelete(0)}
               onChange={value => handleValueChange(value)}
               promptVariables={promptVariables}
+              isContextMissing={isContextMissing && !isHideContextMissTip}
+              onHideContextMissingTip={() => setIsHideContextMissTip(true)}
             />
           )
         }
diff --git a/web/app/components/app/configuration/config-prompt/style.module.css b/web/app/components/app/configuration/config-prompt/style.module.css
index 2c9f0022ae0083..66785620b33d26 100644
--- a/web/app/components/app/configuration/config-prompt/style.module.css
+++ b/web/app/components/app/configuration/config-prompt/style.module.css
@@ -14,6 +14,11 @@
   box-sizing: border-box;
 }
 
+.warningBorder {
+  border: 2px solid #F79009;
+  border-radius: 12px;
+}
+
 .optionWrap {
   display: none;
 }
diff --git a/web/i18n/lang/app-debug.en.ts b/web/i18n/lang/app-debug.en.ts
index ac88c32175d87c..63c8d769174acd 100644
--- a/web/i18n/lang/app-debug.en.ts
+++ b/web/i18n/lang/app-debug.en.ts
@@ -16,6 +16,7 @@ const translation = {
     operation: {
       addMessage: 'Add Message',
     },
+    contextMissing: 'Context component missed, the effectiveness of the prompt may not be good.',
   },
   operation: {
     applyConfig: 'Publish',
diff --git a/web/i18n/lang/app-debug.zh.ts b/web/i18n/lang/app-debug.zh.ts
index 31bad3d7a7f66a..2f6ea41f07c196 100644
--- a/web/i18n/lang/app-debug.zh.ts
+++ b/web/i18n/lang/app-debug.zh.ts
@@ -16,6 +16,7 @@ const translation = {
     operation: {
       addMessage: '添加消息',
     },
+    contextMissing: '上下文内容块缺失，提示词的有效性可能不好。',
   },
   operation: {
     applyConfig: '发布',