sanbuphy
73f4788d7e
- Update READMEs and docs across multiple languages - Enhance interactive demos for Agent, LLM, VLM, Audio, Image Gen, Terminal, and Web Basics - Add new appendix sections for Database and IDE intros - Update VitePress config, theme, and utility scripts - Clean up unused assets and components
616 lines
13 KiB
Vue
616 lines
13 KiB
Vue
<template>
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<div class="moe-demo-container">
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<!-- Header / Mode Switch -->
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<div class="demo-header">
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<div class="mode-tabs">
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<button
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v-for="mode in ['dense', 'moe']"
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:key="mode"
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:class="['mode-tab', { active: architecture === mode }]"
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@click="setArchitecture(mode)"
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>
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{{ mode === 'dense' ? 'Dense (传统模型)' : 'MoE (混合专家)' }}
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</button>
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</div>
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<div class="mode-desc">
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{{
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architecture === 'dense'
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? '全能天才：每个问题都动用整个大脑 (100% 激活)'
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: '专家团队：根据问题指派专人处理 (稀疏激活)'
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}}
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</div>
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</div>
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<!-- Interactive Area -->
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<div class="visual-stage">
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<!-- Step 1: Input Selection -->
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<div class="stage-section input-section">
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<div class="section-label">1. 输入指令 (Input)</div>
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<div class="task-selector">
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<button
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v-for="(task, idx) in tasks"
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:key="idx"
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class="task-btn"
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:class="{ selected: selectedTask.label === task.label }"
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@click="selectTask(task)"
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:disabled="processing"
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>
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<span class="task-icon">{{ task.icon }}</span>
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<span class="task-text">{{ task.label }}</span>
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</button>
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</div>
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<div
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class="token-stream"
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:class="{ flowing: processing && currentStep >= 1 }"
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>
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<div class="token-particle">{{ selectedTask.icon }}</div>
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</div>
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</div>
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<!-- Arrow -->
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<div class="flow-arrow">⬇️</div>
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<!-- Step 2: Processing Unit (Dense or MoE) -->
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<div class="stage-section process-section">
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<div class="section-label">
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2. 模型处理 (Processing)
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<span v-if="processing" class="status-badge">计算中...</span>
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</div>
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<!-- Dense Visualization -->
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<div v-if="architecture === 'dense'" class="dense-visualization">
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<div
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class="dense-block"
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:class="{ activating: processing && currentStep === 2 }"
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>
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<div class="dense-label">前馈神经网络 (FFN)</div>
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<div class="neuron-grid">
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<div v-for="n in 32" :key="n" class="neuron"></div>
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</div>
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<div class="activation-info" v-if="processing && currentStep === 2">
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🔥 激活率: 100% (全员过载)
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</div>
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</div>
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</div>
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<!-- MoE Visualization -->
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<div v-else class="moe-visualization">
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<!-- Router -->
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<div
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class="router-node"
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:class="{ active: processing && currentStep === 1 }"
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>
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<div class="router-label">门控路由 (Router)</div>
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<div class="router-action" v-if="processing && currentStep >= 1">
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🔍 识别意图: "{{ selectedTask.type }}"
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</div>
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</div>
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<!-- Connections -->
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<div class="connections">
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<div
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v-for="(expert, idx) in experts"
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:key="idx"
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class="connection-line"
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:class="{
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active: processing && currentStep >= 2 && isExpertSelected(idx),
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inactive:
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processing && currentStep >= 2 && !isExpertSelected(idx)
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}"
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></div>
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</div>
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<!-- Experts -->
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<div class="experts-grid">
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<div
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v-for="(expert, idx) in experts"
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:key="idx"
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class="expert-card"
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:class="{
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active: processing && currentStep >= 2 && isExpertSelected(idx),
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inactive:
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processing && currentStep >= 2 && !isExpertSelected(idx)
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}"
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>
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<div class="expert-icon">{{ expert.icon }}</div>
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<div class="expert-name">{{ expert.name }}</div>
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<div class="expert-role">{{ expert.role }}</div>
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<div
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class="expert-status"
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v-if="processing && currentStep >= 2 && isExpertSelected(idx)"
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>
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✅ 激活
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</div>
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</div>
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</div>
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</div>
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</div>
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<!-- Arrow -->
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<div class="flow-arrow">⬇️</div>
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<!-- Step 3: Output -->
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<div class="stage-section output-section">
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<div class="section-label">3. 生成结果 (Output)</div>
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<div class="output-box" :class="{ revealed: currentStep === 3 }">
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<div v-if="currentStep === 3" class="output-content">
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<span class="output-icon">{{ selectedTask.icon }}</span>
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<span class="typing-effect">{{ selectedTask.output }}</span>
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</div>
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<div v-else class="placeholder">等待处理...</div>
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</div>
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</div>
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</div>
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<!-- Controls -->
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<div class="demo-controls">
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<button class="run-btn" @click="runDemo" :disabled="processing">
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{{ processing ? '正在推理...' : '▶️ 开始生成 (Run Inference)' }}
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</button>
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</div>
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</div>
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</template>
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<script setup>
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import { ref, computed } from 'vue'
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const architecture = ref('moe')
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const processing = ref(false)
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const currentStep = ref(0) // 0: idle, 1: router, 2: experts, 3: output
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const experts = [
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{ icon: '💻', name: '代码专家', role: 'Python/JS/Rust' },
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{ icon: '🎨', name: '创意专家', role: '诗歌/小说/绘画' },
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{ icon: '📐', name: '逻辑专家', role: '数学/推理/证明' },
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{ icon: '🌍', name: '语言专家', role: '翻译/润色/摘要' }
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]
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const tasks = [
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{
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label: '写 Python 脚本',
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type: '编程',
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icon: '🐍',
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expertIdx: 0,
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output: 'def fib(n): return n if n < 2 else...'
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},
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{
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label: '写七言绝句',
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type: '文学',
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icon: '🌸',
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expertIdx: 1,
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output: '窗含西岭千秋雪，门泊东吴万里船...'
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},
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{
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label: '解二元方程',
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type: '数学',
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icon: '✖️',
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expertIdx: 2,
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output: 'x = 5, y = -2 (过程略)'
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},
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{
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label: '翻译成英文',
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type: '翻译',
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icon: '🔤',
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expertIdx: 3,
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output: 'To be, or not to be, that is the question.'
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}
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]
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const selectedTask = ref(tasks[0])
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const setArchitecture = (mode) => {
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if (processing.value) return
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architecture.value = mode
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resetDemo()
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}
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const selectTask = (task) => {
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if (processing.value) return
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selectedTask.value = task
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resetDemo()
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}
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const resetDemo = () => {
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currentStep.value = 0
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}
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const isExpertSelected = (idx) => {
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if (architecture.value === 'dense') return true // All active in dense
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return idx === selectedTask.value.expertIdx
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}
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const runDemo = async () => {
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if (processing.value) return
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processing.value = true
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currentStep.value = 0
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// Step 1: Input -> Router
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await wait(300)
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currentStep.value = 1
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// Step 2: Router -> Expert / Dense Processing
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await wait(800)
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currentStep.value = 2
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// Step 3: Expert -> Output
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await wait(1200)
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currentStep.value = 3
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// Finish
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await wait(500)
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processing.value = false
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}
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const wait = (ms) => new Promise((resolve) => setTimeout(resolve, ms))
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</script>
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<style scoped>
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.moe-demo-container {
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font-family:
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-apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
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background: var(--vp-c-bg-soft);
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border: 1px solid var(--vp-c-divider);
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border-radius: 12px;
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padding: 24px;
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max-width: 600px;
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margin: 20px auto;
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box-shadow: 0 4px 12px rgba(0, 0, 0, 0.05);
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}
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/* Header */
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.demo-header {
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text-align: center;
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margin-bottom: 24px;
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}
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.mode-tabs {
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display: inline-flex;
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background: var(--vp-c-bg-mute);
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padding: 4px;
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border-radius: 8px;
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margin-bottom: 12px;
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}
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.mode-tab {
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padding: 8px 16px;
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border-radius: 6px;
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font-size: 14px;
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font-weight: 600;
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color: var(--vp-c-text-2);
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cursor: pointer;
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transition: all 0.2s;
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border: none;
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background: transparent;
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}
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.mode-tab.active {
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background: var(--vp-c-bg);
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color: var(--vp-c-brand);
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box-shadow: 0 2px 4px rgba(0, 0, 0, 0.05);
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}
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.mode-desc {
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font-size: 13px;
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color: var(--vp-c-text-2);
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}
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/* Stage */
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.visual-stage {
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display: flex;
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flex-direction: column;
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align-items: center;
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gap: 12px;
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}
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.stage-section {
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width: 100%;
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background: var(--vp-c-bg);
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border: 1px solid var(--vp-c-divider);
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border-radius: 8px;
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padding: 16px;
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position: relative;
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transition: all 0.3s;
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}
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.section-label {
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font-size: 12px;
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text-transform: uppercase;
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color: var(--vp-c-text-3);
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margin-bottom: 12px;
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display: flex;
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justify-content: space-between;
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}
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.status-badge {
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color: var(--vp-c-brand);
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font-weight: bold;
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animation: blink 1s infinite;
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}
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/* Input Section */
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.task-selector {
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display: grid;
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grid-template-columns: 1fr 1fr;
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gap: 8px;
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}
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.task-btn {
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display: flex;
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align-items: center;
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gap: 8px;
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padding: 8px 12px;
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border: 1px solid var(--vp-c-divider);
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border-radius: 6px;
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background: var(--vp-c-bg-mute);
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cursor: pointer;
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transition: all 0.2s;
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font-size: 13px;
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}
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.task-btn:hover {
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background: var(--vp-c-bg-soft);
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}
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.task-btn.selected {
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border-color: var(--vp-c-brand);
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background: var(--vp-c-brand-dimm);
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color: var(--vp-c-brand);
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}
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.token-stream {
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height: 4px;
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background: var(--vp-c-divider);
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margin-top: 12px;
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border-radius: 2px;
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position: relative;
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overflow: hidden;
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}
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.token-particle {
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position: absolute;
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top: -12px;
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left: 50%;
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transform: translateX(-50%);
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opacity: 0;
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transition: all 0.3s;
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}
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.token-stream.flowing .token-particle {
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opacity: 1;
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top: 0;
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animation: slideDown 0.5s forwards;
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}
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/* Process Section */
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.dense-visualization {
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display: flex;
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flex-direction: column;
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align-items: center;
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}
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.dense-block {
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width: 80%;
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background: var(--vp-c-bg-mute);
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border-radius: 8px;
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padding: 12px;
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transition: all 0.3s;
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}
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.dense-block.activating {
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background: var(--vp-c-brand);
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box-shadow: 0 0 20px var(--vp-c-brand-dimm);
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}
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.dense-block.activating .neuron {
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background: #fff;
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box-shadow: 0 0 4px #fff;
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}
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.dense-label {
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text-align: center;
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font-size: 12px;
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font-weight: bold;
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margin-bottom: 8px;
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color: var(--vp-c-text-2);
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}
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.dense-block.activating .dense-label {
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color: white;
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}
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.neuron-grid {
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display: grid;
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grid-template-columns: repeat(8, 1fr);
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gap: 4px;
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}
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.neuron {
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width: 100%;
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padding-bottom: 100%;
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background: var(--vp-c-divider);
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border-radius: 50%;
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transition: all 0.3s;
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}
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.activation-info {
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margin-top: 8px;
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font-size: 12px;
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color: white;
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text-align: center;
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font-weight: bold;
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}
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/* MoE Visualization */
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.router-node {
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background: var(--vp-c-bg-mute);
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border: 2px dashed var(--vp-c-text-3);
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border-radius: 8px;
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padding: 10px;
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text-align: center;
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margin-bottom: 12px;
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transition: all 0.3s;
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}
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.router-node.active {
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border-color: var(--vp-c-brand);
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background: var(--vp-c-brand-dimm);
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}
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.router-label {
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font-size: 12px;
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font-weight: bold;
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}
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.router-action {
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font-size: 12px;
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color: var(--vp-c-brand);
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margin-top: 4px;
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}
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.connections {
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display: flex;
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justify-content: space-around;
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height: 20px;
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margin-bottom: -10px; /* Overlap slightly */
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z-index: 0;
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}
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.connection-line {
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width: 2px;
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height: 100%;
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background: var(--vp-c-divider);
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transition: all 0.3s;
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}
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.connection-line.active {
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background: var(--vp-c-brand);
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box-shadow: 0 0 8px var(--vp-c-brand);
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}
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.experts-grid {
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display: grid;
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grid-template-columns: repeat(4, 1fr);
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gap: 8px;
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position: relative;
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z-index: 1;
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}
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.expert-card {
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background: var(--vp-c-bg);
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border: 1px solid var(--vp-c-divider);
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border-radius: 6px;
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padding: 8px 4px;
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text-align: center;
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transition: all 0.3s;
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opacity: 0.7;
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}
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.expert-card.active {
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opacity: 1;
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border-color: var(--vp-c-brand);
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transform: scale(1.05);
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box-shadow: 0 4px 12px rgba(0, 0, 0, 0.1);
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}
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.expert-card.inactive {
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opacity: 0.3;
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transform: scale(0.95);
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}
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.expert-icon {
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font-size: 20px;
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margin-bottom: 4px;
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}
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.expert-name {
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font-size: 11px;
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font-weight: bold;
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margin-bottom: 2px;
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}
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.expert-role {
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font-size: 9px;
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color: var(--vp-c-text-3);
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}
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.expert-status {
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font-size: 9px;
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color: var(--vp-c-brand);
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margin-top: 4px;
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font-weight: bold;
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}
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/* Output Section */
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.output-box {
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min-height: 40px;
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display: flex;
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align-items: center;
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justify-content: center;
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background: var(--vp-c-bg-mute);
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border-radius: 6px;
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padding: 10px;
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transition: all 0.3s;
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}
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.output-box.revealed {
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background: var(--vp-c-bg-soft);
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border: 1px solid var(--vp-c-brand);
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}
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.output-content {
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display: flex;
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align-items: center;
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gap: 8px;
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font-family: monospace;
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font-size: 13px;
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||
}
|
||
|
||
.placeholder {
|
||
font-size: 12px;
|
||
color: var(--vp-c-text-3);
|
||
font-style: italic;
|
||
}
|
||
|
||
/* Controls */
|
||
.demo-controls {
|
||
margin-top: 20px;
|
||
text-align: center;
|
||
}
|
||
|
||
.run-btn {
|
||
background: var(--vp-c-brand);
|
||
color: white;
|
||
border: none;
|
||
padding: 10px 24px;
|
||
border-radius: 20px;
|
||
font-size: 14px;
|
||
font-weight: bold;
|
||
cursor: pointer;
|
||
transition: all 0.2s;
|
||
}
|
||
|
||
.run-btn:hover:not(:disabled) {
|
||
background: var(--vp-c-brand-dark);
|
||
transform: translateY(-2px);
|
||
}
|
||
|
||
.run-btn:disabled {
|
||
opacity: 0.6;
|
||
cursor: not-allowed;
|
||
}
|
||
|
||
/* Animations */
|
||
.flow-arrow {
|
||
text-align: center;
|
||
color: var(--vp-c-divider);
|
||
font-size: 18px;
|
||
}
|
||
|
||
@keyframes blink {
|
||
0%,
|
||
100% {
|
||
opacity: 1;
|
||
}
|
||
50% {
|
||
opacity: 0.5;
|
||
}
|
||
}
|
||
</style>
|