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test-repo/docs/.vitepress/theme/components/appendix/prompt-engineering/PromptRobustnessDemo.vue
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<!--
PromptRobustnessDemo.vue
演示如何通过允许提问自我修正 AI 输出更稳定
场景策划团建活动
-->
<template>
<el-card class="robustness-card" shadow="hover">
<template #header>
<div class="card-header">
<div>
<h3 class="title"> AI 拒绝瞎猜学会反问与自查</h3>
<p class="subtitle">面对模糊指令AI 应该不懂就问而不是一本正经胡说</p>
</div>
</div>
</template>
<div class="controls-section">
<el-row :gutter="20" align="middle">
<el-col :span="12" :xs="24">
<div class="input-display">
<span class="label">你的指令</span>
<el-tag type="info" size="large" effect="plain">帮我策划一个团建活动</el-tag>
</div>
</el-col>
<el-col :span="12" :xs="24">
<div class="mode-switch">
<el-radio-group v-model="mode" @change="resetState">
<el-radio-button label="raw">直接生成</el-radio-button>
<el-radio-button label="clarify">允许提问</el-radio-button>
<el-radio-button label="verify">要求自检</el-radio-button>
</el-radio-group>
</div>
</el-col>
</el-row>
</div>
<div class="simulation-area">
<!-- 模式 1: 直接生成 -->
<div v-if="mode === 'raw'" class="scenario raw">
<div class="chat-bubble ai">
<div class="avatar-container">
<el-avatar :size="40" style="background-color: var(--vp-c-brand)">AI</el-avatar>
</div>
<el-card shadow="never" class="bubble-content">
<p>好的为您推荐以下活动</p>
<ol>
<li>豪华游艇出海派对人均 5000</li>
<li>也就是去楼下吃个火锅人均 100</li>
<li>徒步穿越无人区高风险</li>
</ol>
<div class="note">AI 内心你不说预算和人数我就随便猜了...</div>
</el-card>
</div>
<el-alert title="结果不可控:AI 只能盲猜,方案可能完全不靠谱" type="error" show-icon :closable="false" />
</div>
<!-- 模式 2: 澄清问题 -->
<div v-if="mode === 'clarify'" class="scenario clarify">
<div class="chat-bubble ai">
<div class="avatar-container">
<el-avatar :size="40" style="background-color: var(--vp-c-brand)">AI</el-avatar>
</div>
<el-card shadow="never" class="bubble-content">
<p>收到为了给出精准建议我需要确认 3 </p>
<el-form label-position="top" size="small" class="questions-form">
<el-row :gutter="12">
<el-col :span="8" :xs="24">
<el-form-item label="1. 人数规模?">
<el-select v-model="answers.count">
<el-option label="10人小团队" value="10" />
<el-option label="100人大大公司" value="100" />
</el-select>
</el-form-item>
</el-col>
<el-col :span="8" :xs="24">
<el-form-item label="2. 人均预算?">
<el-select v-model="answers.budget">
<el-option label="低(<200元)" value="low" />
<el-option label="高(>1000元)" value="high" />
</el-select>
</el-form-item>
</el-col>
<el-col :span="8" :xs="24">
<el-form-item label="3. 偏好?">
<el-select v-model="answers.type">
<el-option label="轻松吃喝" value="relax" />
<el-option label="户外运动" value="active" />
</el-select>
</el-form-item>
</el-col>
</el-row>
<el-button type="primary" @click="generatePlan" style="margin-top: 8px">生成方案</el-button>
</el-form>
</el-card>
</div>
<div v-if="planResult" class="chat-bubble ai result fade-in">
<div class="avatar-container">
<el-avatar :size="40" style="background-color: var(--vp-c-brand)">AI</el-avatar>
</div>
<el-card shadow="never" class="bubble-content plan-result">
<p>基于您的要求{{ answerSummary }}推荐方案</p>
<div class="plan-card">
<h3>{{ planResult.title }}</h3>
<p>{{ planResult.desc }}</p>
</div>
</el-card>
</div>
</div>
<!-- 模式 3: 自我修正 -->
<div v-if="mode === 'verify'" class="scenario verify">
<el-alert type="info" show-icon :closable="false" style="margin-bottom: 20px">
<template #title>
指令升级策划一个活动<strong>必须包含素食选项</strong><strong>总预算不超过 2000 </strong>
</template>
</el-alert>
<el-steps :active="verifyStep" align-center finish-status="success" style="margin-bottom: 24px">
<el-step title="初次生成" :icon="Edit" />
<el-step title="自我检查" :icon="View" />
<el-step title="修正输出" :icon="CircleCheck" />
</el-steps>
<div class="monitor-log">
<el-collapse-transition>
<div v-if="verifyStep >= 1" class="log-item">
<el-tag size="small" type="info">生成草稿</el-tag>
<span class="log-text">全牛宴烧烤预计花费 3000 ...</span>
</div>
</el-collapse-transition>
<el-collapse-transition>
<div v-if="verifyStep >= 2" class="log-item check-fail">
<el-tag size="small" type="danger">自检发现</el-tag>
<div class="check-list">
<div class="fail-item"><el-icon color="#f56c6c"><Close /></el-icon> 包含素食全是肉</div>
<div class="fail-item"><el-icon color="#f56c6c"><Close /></el-icon> 预算&lt;20003000超标</div>
</div>
</div>
</el-collapse-transition>
<el-collapse-transition>
<div v-if="verifyStep >= 3" class="log-item success">
<el-tag size="small" type="success">修正后</el-tag>
<span class="log-text">田园蔬菜自助 + 少量烤肉预计花费 1800 </span>
</div>
</el-collapse-transition>
</div>
<div class="actions" style="text-align: center; margin-top: 20px;">
<el-button v-if="verifyStep === 0" type="primary" @click="runVerify" size="large">开始运行</el-button>
<el-button v-else-if="verifyStep === 3" @click="verifyStep = 0">重置演示</el-button>
<el-button v-else loading disabled>处理中...</el-button>
</div>
</div>
</div>
</el-card>
</template>
<script setup>
import { ref, computed } from 'vue'
import { Edit, View, CircleCheck, Close } from '@element-plus/icons-vue'
const mode = ref('raw') // raw, clarify, verify
const answers = ref({
count: '10',
budget: 'low',
type: 'relax'
})
const planResult = ref(null)
const verifyStep = ref(0)
const resetState = () => {
planResult.value = null
verifyStep.value = 0
}
const answerSummary = computed(() => {
const m = {
'10': '10人', '100': '100人',
'low': '低预算', 'high': '高预算',
'relax': '轻松', 'active': '运动'
}
return `${m[answers.value.count]} + ${m[answers.value.budget]} + ${m[answers.value.type]}`
})
const generatePlan = () => {
const { count, budget, type } = answers.value
let title = ''
let desc = ''
if (budget === 'high') {
title = type === 'relax' ? '五星级酒店 SPA & 自助晚宴' : '高端高尔夫球体验'
} else {
title = type === 'relax' ? '桌游轰趴馆 & 披萨外卖' : '城市公园定向越野'
}
desc = `适合 ${count} 人团队,${budget === 'high' ? '尽享奢华' : '性价比极高'}`
planResult.value = { title, desc }
}
const runVerify = () => {
verifyStep.value = 1
setTimeout(() => verifyStep.value = 2, 1000)
setTimeout(() => verifyStep.value = 3, 2500)
}
</script>
<style scoped>
.robustness-card {
margin: 16px 0;
}
.card-header {
display: flex;
justify-content: space-between;
align-items: flex-start;
}
.title {
margin: 0;
font-size: 18px;
font-weight: 600;
line-height: 1.4;
}
.subtitle {
margin: 4px 0 0;
font-size: 14px;
color: var(--vp-c-text-2);
}
.controls-section {
margin-bottom: 24px;
background-color: var(--vp-c-bg-soft);
padding: 16px;
border-radius: 8px;
}
.input-display {
display: flex;
align-items: center;
gap: 12px;
}
.label {
font-size: 14px;
color: var(--vp-c-text-2);
}
.mode-switch {
display: flex;
justify-content: flex-end;
}
.simulation-area {
min-height: 250px;
}
.chat-bubble {
display: flex;
gap: 16px;
margin-bottom: 20px;
}
.avatar-container {
flex-shrink: 0;
}
.bubble-content {
flex: 1;
border-radius: 0 12px 12px 12px;
}
.note {
font-size: 13px;
color: var(--vp-c-text-3);
margin-top: 8px;
font-style: italic;
}
.questions-form {
margin-top: 12px;
background: var(--vp-c-bg-soft);
padding: 12px;
border-radius: 8px;
}
.plan-result {
border-left: 4px solid var(--vp-c-brand);
}
.plan-card h3 {
margin: 0 0 8px 0;
color: var(--vp-c-brand);
}
.plan-card p {
margin: 0;
color: var(--vp-c-text-2);
}
.monitor-log {
background: var(--vp-c-bg-alt);
border-radius: 8px;
padding: 16px;
border: 1px solid var(--vp-c-divider);
}
.log-item {
display: flex;
align-items: flex-start;
gap: 12px;
margin-bottom: 12px;
}
.log-item:last-child {
margin-bottom: 0;
}
.log-text {
font-family: monospace;
font-size: 13px;
color: var(--vp-c-text-1);
margin-top: 2px;
}
.check-list {
display: flex;
flex-direction: column;
gap: 4px;
margin-top: 4px;
}
.fail-item {
display: flex;
align-items: center;
gap: 4px;
color: var(--vp-c-danger);
font-size: 13px;
}
@media (max-width: 768px) {
.mode-switch {
justify-content: flex-start;
margin-top: 12px;
}
}
</style>