422 lines
9.8 KiB
Vue
422 lines
9.8 KiB
Vue
<template>
|
|
<div class="agent-task-flow-demo">
|
|
<div class="task-input">
|
|
<div class="input-label">🎯 用户任务</div>
|
|
<div class="input-content">"搜索并总结最新的 AI 技术文章"</div>
|
|
</div>
|
|
|
|
<div class="flow-timeline">
|
|
<div class="timeline-line"></div>
|
|
|
|
<div
|
|
v-for="(step, index) in steps"
|
|
:key="index"
|
|
class="timeline-item"
|
|
:class="{ active: currentStep === index, completed: currentStep > index }"
|
|
>
|
|
<div class="timeline-dot"></div>
|
|
<div class="timeline-content">
|
|
<div class="step-number">步骤 {{ index + 1 }}</div>
|
|
<div class="step-title">{{ step.title }}</div>
|
|
<div class="step-description">{{ step.description }}</div>
|
|
|
|
<div v-if="step.code" class="step-code">
|
|
<div class="code-label">执行代码</div>
|
|
<pre><code>{{ step.code }}</code></pre>
|
|
</div>
|
|
|
|
<div v-if="step.result" class="step-result">
|
|
<div class="result-label">执行结果</div>
|
|
<div class="result-content">{{ step.result }}</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
<div class="flow-controls">
|
|
<button @click="prevStep" :disabled="currentStep === 0" class="control-btn">
|
|
← 上一步
|
|
</button>
|
|
<button @click="togglePlay" class="control-btn primary">
|
|
{{ isPlaying ? '⏸ 暂停' : '▶ 自动演示' }}
|
|
</button>
|
|
<button @click="nextStep" :disabled="currentStep === steps.length - 1" class="control-btn">
|
|
下一步 →
|
|
</button>
|
|
<button @click="reset" class="control-btn">
|
|
↺ 重置
|
|
</button>
|
|
</div>
|
|
|
|
<div class="flow-explanation">
|
|
<div class="explanation-card">
|
|
<h4>{{ steps[currentStep].title }}</h4>
|
|
<p>{{ steps[currentStep].explanation }}</p>
|
|
|
|
<div class="tips">
|
|
<div class="tip-icon">💡</div>
|
|
<div>{{ steps[currentStep].tip }}</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</template>
|
|
|
|
<script setup>
|
|
import { ref, onUnmounted } from 'vue'
|
|
|
|
const currentStep = ref(0)
|
|
const isPlaying = ref(false)
|
|
let playInterval = null
|
|
|
|
const steps = [
|
|
{
|
|
title: '理解任务',
|
|
description: 'Agent 分析用户需求,明确目标',
|
|
code: null,
|
|
result: null,
|
|
explanation: 'Agent 首先理解用户的意图,识别出这是一个需要搜索和总结的任务。它会分析关键词: "搜索"、"最新"、"AI 技术"、"文章"、"总结"。',
|
|
tip: '好的任务理解是成功的一半。Agent 需要识别出核心需求和约束条件。'
|
|
},
|
|
{
|
|
title: '制定计划',
|
|
description: '分解任务,制定执行步骤',
|
|
code: `plan = [
|
|
"搜索关键词:'AI 技术 2024'",
|
|
"筛选前 5 篇文章",
|
|
"阅读每篇文章摘要",
|
|
"生成综合总结"
|
|
]`,
|
|
result: '✅ 计划已制定:4 个步骤',
|
|
explanation: 'Agent 将复杂任务分解为可执行的小步骤。这个计划会动态调整,比如如果搜索结果质量不高,可能会重新搜索。',
|
|
tip: '任务分解是 Agent 的核心能力。复杂任务必须拆解为可管理的步骤。'
|
|
},
|
|
{
|
|
title: '执行搜索',
|
|
description: '调用搜索工具,获取文章列表',
|
|
code: `results = web_search(
|
|
query="AI 技术 2024",
|
|
max_results=10,
|
|
time_range="last_month"
|
|
)`,
|
|
result: '✅ 找到 15 篇相关文章',
|
|
explanation: 'Agent 调用 web_search 工具,使用合适的搜索关键词和参数。搜索结果会被保存到短期记忆中,供后续步骤使用。',
|
|
tip: '工具调用需要选择合适的参数。Agent 会根据任务需求动态调整。'
|
|
},
|
|
{
|
|
title: '筛选结果',
|
|
description: '根据相关性筛选最佳文章',
|
|
code: `top_articles = filter_by_relevance(
|
|
results,
|
|
top_n=5,
|
|
criteria=["date", "citations", "source"]
|
|
)`,
|
|
result: '✅ 筛选出 5 篇高质量文章',
|
|
explanation: '不是所有搜索结果都有用。Agent 会根据日期、引用数、来源权威性等指标筛选出最有价值的文章。',
|
|
tip: '信息筛选能力决定了 Agent 的输出质量。需要多维度的评估标准。'
|
|
},
|
|
{
|
|
title: '阅读内容',
|
|
description: '读取并理解每篇文章的内容',
|
|
code: `for article in top_articles:
|
|
content = read_page(article.url)
|
|
summary = extract_key_points(content)
|
|
memory.store(article.id, summary)`,
|
|
result: '✅ 已阅读 5 篇文章,提取关键信息',
|
|
explanation: 'Agent 依次阅读每篇文章,提取关键信息并存储到记忆系统中。这样可以在生成总结时快速检索相关信息。',
|
|
tip: '记忆管理很重要。只保留关键信息,避免上下文膨胀。'
|
|
},
|
|
{
|
|
title: '生成总结',
|
|
description: '综合所有信息,生成最终报告',
|
|
code: `summary = generate_report(
|
|
memories=memory.get_all(),
|
|
format="markdown",
|
|
style="concise"
|
|
)
|
|
|
|
summary.add_references(top_articles)`,
|
|
result: '✅ 总结已完成,包含 5 个参考文献',
|
|
explanation: 'Agent 从记忆中检索所有关键信息,生成一份结构化的总结报告,并附上参考文献,确保信息的可追溯性。',
|
|
tip: '输出质量取决于信息的整合能力。结构化输出更易读、更专业。'
|
|
}
|
|
]
|
|
|
|
const nextStep = () => {
|
|
if (currentStep.value < steps.length - 1) {
|
|
currentStep.value++
|
|
}
|
|
}
|
|
|
|
const prevStep = () => {
|
|
if (currentStep.value > 0) {
|
|
currentStep.value--
|
|
}
|
|
}
|
|
|
|
const togglePlay = () => {
|
|
isPlaying.value = !isPlaying.value
|
|
if (isPlaying.value) {
|
|
playInterval = setInterval(() => {
|
|
if (currentStep.value < steps.length - 1) {
|
|
currentStep.value++
|
|
} else {
|
|
currentStep.value = 0
|
|
}
|
|
}, 2500)
|
|
} else {
|
|
clearInterval(playInterval)
|
|
}
|
|
}
|
|
|
|
const reset = () => {
|
|
currentStep.value = 0
|
|
isPlaying.value = false
|
|
clearInterval(playInterval)
|
|
}
|
|
|
|
onUnmounted(() => {
|
|
clearInterval(playInterval)
|
|
})
|
|
</script>
|
|
|
|
<style scoped>
|
|
.agent-task-flow-demo {
|
|
border: 1px solid var(--vp-c-divider);
|
|
border-radius: 12px;
|
|
padding: 24px;
|
|
background: var(--vp-c-bg-soft);
|
|
margin: 24px 0;
|
|
}
|
|
|
|
.task-input {
|
|
background: var(--vp-c-brand);
|
|
color: white;
|
|
padding: 20px;
|
|
border-radius: 12px;
|
|
margin-bottom: 32px;
|
|
text-align: center;
|
|
}
|
|
|
|
.input-label {
|
|
font-size: 0.9rem;
|
|
opacity: 0.9;
|
|
margin-bottom: 8px;
|
|
}
|
|
|
|
.input-content {
|
|
font-size: 1.2rem;
|
|
font-weight: bold;
|
|
}
|
|
|
|
.flow-timeline {
|
|
position: relative;
|
|
padding: 20px 0;
|
|
margin-bottom: 24px;
|
|
}
|
|
|
|
.timeline-line {
|
|
position: absolute;
|
|
left: 24px;
|
|
top: 0;
|
|
bottom: 0;
|
|
width: 4px;
|
|
background: var(--vp-c-divider);
|
|
border-radius: 2px;
|
|
}
|
|
|
|
.timeline-item {
|
|
position: relative;
|
|
padding-left: 60px;
|
|
padding-bottom: 32px;
|
|
opacity: 0.5;
|
|
transition: all 0.3s;
|
|
}
|
|
|
|
.timeline-item.active {
|
|
opacity: 1;
|
|
}
|
|
|
|
.timeline-item.completed {
|
|
opacity: 0.7;
|
|
}
|
|
|
|
.timeline-dot {
|
|
position: absolute;
|
|
left: 10px;
|
|
top: 0;
|
|
width: 32px;
|
|
height: 32px;
|
|
background: var(--vp-c-bg);
|
|
border: 4px solid var(--vp-c-divider);
|
|
border-radius: 50%;
|
|
transition: all 0.3s;
|
|
z-index: 1;
|
|
}
|
|
|
|
.timeline-item.active .timeline-dot {
|
|
border-color: var(--vp-c-brand);
|
|
background: var(--vp-c-brand);
|
|
box-shadow: 0 0 20px rgba(66, 153, 225, 0.5);
|
|
}
|
|
|
|
.timeline-item.completed .timeline-dot {
|
|
border-color: var(--vp-c-brand);
|
|
background: var(--vp-c-brand);
|
|
}
|
|
|
|
.timeline-content {
|
|
background: var(--vp-c-bg);
|
|
border-radius: 12px;
|
|
padding: 20px;
|
|
border: 2px solid var(--vp-c-divider);
|
|
transition: all 0.3s;
|
|
}
|
|
|
|
.timeline-item.active .timeline-content {
|
|
border-color: var(--vp-c-brand);
|
|
box-shadow: 0 4px 20px rgba(66, 153, 225, 0.2);
|
|
}
|
|
|
|
.step-number {
|
|
font-size: 0.85rem;
|
|
color: var(--vp-c-brand);
|
|
font-weight: bold;
|
|
margin-bottom: 8px;
|
|
}
|
|
|
|
.step-title {
|
|
font-size: 1.2rem;
|
|
font-weight: bold;
|
|
color: var(--vp-c-text-1);
|
|
margin-bottom: 8px;
|
|
}
|
|
|
|
.step-description {
|
|
color: var(--vp-c-text-2);
|
|
margin-bottom: 16px;
|
|
}
|
|
|
|
.step-code {
|
|
background: var(--vp-c-bg-soft);
|
|
border-radius: 8px;
|
|
padding: 12px;
|
|
margin-bottom: 12px;
|
|
}
|
|
|
|
.code-label {
|
|
font-size: 0.8rem;
|
|
color: var(--vp-c-text-2);
|
|
margin-bottom: 8px;
|
|
font-weight: 600;
|
|
}
|
|
|
|
.step-code pre {
|
|
margin: 0;
|
|
}
|
|
|
|
.step-code code {
|
|
font-family: 'Monaco', 'Courier New', monospace;
|
|
font-size: 0.85rem;
|
|
color: var(--vp-c-text-1);
|
|
line-height: 1.6;
|
|
}
|
|
|
|
.step-result {
|
|
background: rgba(66, 153, 225, 0.1);
|
|
border-left: 4px solid var(--vp-c-brand);
|
|
border-radius: 8px;
|
|
padding: 12px;
|
|
}
|
|
|
|
.result-label {
|
|
font-size: 0.8rem;
|
|
color: var(--vp-c-brand);
|
|
margin-bottom: 4px;
|
|
font-weight: 600;
|
|
}
|
|
|
|
.result-content {
|
|
color: var(--vp-c-text-1);
|
|
font-family: monospace;
|
|
font-size: 0.9rem;
|
|
}
|
|
|
|
.flow-controls {
|
|
display: flex;
|
|
gap: 12px;
|
|
justify-content: center;
|
|
margin-bottom: 24px;
|
|
flex-wrap: wrap;
|
|
}
|
|
|
|
.control-btn {
|
|
padding: 10px 20px;
|
|
border: 2px solid var(--vp-c-divider);
|
|
background: var(--vp-c-bg);
|
|
color: var(--vp-c-text-1);
|
|
border-radius: 8px;
|
|
cursor: pointer;
|
|
font-size: 0.9rem;
|
|
font-weight: 600;
|
|
transition: all 0.2s;
|
|
}
|
|
|
|
.control-btn:hover:not(:disabled) {
|
|
border-color: var(--vp-c-brand);
|
|
background: var(--vp-c-bg-soft);
|
|
}
|
|
|
|
.control-btn:disabled {
|
|
opacity: 0.5;
|
|
cursor: not-allowed;
|
|
}
|
|
|
|
.control-btn.primary {
|
|
background: var(--vp-c-brand);
|
|
color: white;
|
|
border-color: var(--vp-c-brand);
|
|
}
|
|
|
|
.control-btn.primary:hover:not(:disabled) {
|
|
background: var(--vp-c-brand-dark);
|
|
}
|
|
|
|
.flow-explanation {
|
|
background: var(--vp-c-bg);
|
|
border-radius: 12px;
|
|
padding: 24px;
|
|
}
|
|
|
|
.explanation-card h4 {
|
|
margin: 0 0 12px 0;
|
|
color: var(--vp-c-brand);
|
|
font-size: 1.3rem;
|
|
}
|
|
|
|
.explanation-card p {
|
|
color: var(--vp-c-text-2);
|
|
line-height: 1.7;
|
|
margin-bottom: 16px;
|
|
}
|
|
|
|
.tips {
|
|
display: flex;
|
|
gap: 12px;
|
|
padding: 16px;
|
|
background: var(--vp-c-bg-soft);
|
|
border-radius: 8px;
|
|
border-left: 4px solid var(--vp-c-brand);
|
|
}
|
|
|
|
.tip-icon {
|
|
font-size: 1.5rem;
|
|
flex-shrink: 0;
|
|
}
|
|
|
|
.tips > div:last-child {
|
|
color: var(--vp-c-text-2);
|
|
line-height: 1.6;
|
|
}
|
|
</style>
|