sanbuphy
0eba9e87e9
- Disable formatting rules (handled by Prettier) - Relaxed strict Vue/JS rules for demo code compatibility - Fix syntax errors in ApiPlayground and VoiceCloningDemo - Fix duplicate else-if condition in ApiPlayground - Fix Promise executor async pattern in AutoregressiveAudioDemo - Add TypeScript file support to ESLint config Warnings reduced from 295 to 251 problems. Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
1291 lines
31 KiB
Vue
1291 lines
31 KiB
Vue
<template>
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<div class="memory-principle">
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<div class="header">
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<div class="title">
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🧠 Agent 记忆系统原理：如何让 AI "记得"你
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</div>
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<div class="subtitle">
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理解短期记忆、工作记忆、长期记忆的协同工作机制
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</div>
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</div>
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<!-- 记忆类型概览 -->
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<div class="memory-overview">
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<div class="overview-title">
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📊 三层记忆架构
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</div>
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<div class="memory-cards">
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<div
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class="memory-card short-term"
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:class="{ active: activeTab === 'short' }"
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@click="activeTab = 'short'"
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>
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<div class="card-icon">
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⏱️
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</div>
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<div class="card-name">
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短期记忆
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</div>
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<div class="card-desc">
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当前对话上下文
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</div>
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<div class="card-lifetime">
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⚡ 会话级
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</div>
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</div>
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<div
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class="memory-card working"
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:class="{ active: activeTab === 'working' }"
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@click="activeTab = 'working'"
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>
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<div class="card-icon">
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📝
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</div>
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<div class="card-name">
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工作记忆
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</div>
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<div class="card-desc">
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任务相关变量
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</div>
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<div class="card-lifetime">
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🔄 任务级
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</div>
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</div>
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<div
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class="memory-card long-term"
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:class="{ active: activeTab === 'long' }"
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@click="activeTab = 'long'"
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>
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<div class="card-icon">
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💾
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</div>
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<div class="card-name">
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长期记忆
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</div>
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<div class="card-desc">
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用户偏好与知识
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</div>
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<div class="card-lifetime">
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♾️ 持久化
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</div>
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</div>
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</div>
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</div>
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<!-- 交互演示区 -->
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<div class="demo-section">
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<div class="demo-title">
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🎮 交互演示：观察记忆如何工作
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</div>
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<!-- 对话区 -->
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<div class="chat-area">
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<div class="chat-header">
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<span>💬 对话窗口</span>
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<button
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class="reset-btn"
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@click="resetDemo"
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>
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🔄 重置
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</button>
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</div>
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<div
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ref="messageContainer"
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class="messages"
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>
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<div
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v-for="(msg, idx) in messages"
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:key="idx"
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class="message"
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:class="msg.role"
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>
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<div class="avatar">
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{{ msg.role === 'user' ? '👤' : '🤖' }}
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</div>
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<div class="bubble">
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<div class="msg-text">
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{{ msg.text }}
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</div>
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<div
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v-if="msg.memoryOps && msg.memoryOps.length"
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class="memory-ops"
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>
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<div
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v-for="(op, i) in msg.memoryOps"
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:key="i"
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class="memory-op"
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:class="op.type"
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>
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<span class="op-icon">{{ op.icon }}</span>
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<span class="op-text">{{ op.text }}</span>
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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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<!-- 快捷输入 -->
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<div class="quick-inputs">
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<button
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v-for="btn in quickButtons"
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:key="btn.id"
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class="quick-btn"
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:disabled="isProcessing || btn.used"
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@click="sendMessage(btn)"
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>
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{{ btn.text }}
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</button>
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</div>
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</div>
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<!-- 记忆状态面板 -->
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<div class="memory-panels">
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<div class="panel-title">
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📂 记忆状态实时监控
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</div>
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<!-- 短期记忆 -->
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<div
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class="memory-panel"
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:class="{ highlight: activeTab === 'short' }"
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@click="activeTab = 'short'"
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>
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<div class="panel-header">
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<span class="panel-icon">⏱️</span>
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<span class="panel-name">短期记忆</span>
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<span class="panel-count">{{ shortTermMemory.length }} 条</span>
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</div>
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<div class="panel-content">
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<div
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v-if="shortTermMemory.length === 0"
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class="empty"
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>
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暂无对话记录
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</div>
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<div
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v-for="(item, idx) in shortTermMemory.slice(-5)"
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:key="idx"
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class="memory-item"
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>
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<span
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class="item-role"
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:class="item.role"
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>{{ item.role === 'user' ? 'U' : 'A' }}</span>
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<span class="item-text">{{ truncate(item.content, 25) }}</span>
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</div>
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</div>
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<div class="panel-footer">
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💡 保存最近的对话轮次，超出上下文窗口会被遗忘
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</div>
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</div>
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<!-- 工作记忆 -->
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<div
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class="memory-panel"
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:class="{ highlight: activeTab === 'working' }"
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@click="activeTab = 'working'"
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>
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<div class="panel-header">
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<span class="panel-icon">📝</span>
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<span class="panel-name">工作记忆</span>
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<span class="panel-count">{{ Object.keys(workingMemory).length }} 个变量</span>
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</div>
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<div class="panel-content">
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<div
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v-if="Object.keys(workingMemory).length === 0"
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class="empty"
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>
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暂无任务变量
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</div>
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<div
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v-for="(value, key) in workingMemory"
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:key="key"
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class="memory-item working-item"
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>
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<span class="item-key">{{ key }}:</span>
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<span class="item-value">{{ value }}</span>
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</div>
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</div>
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<div class="panel-footer">
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💡 临时存储任务相关变量，任务结束后清除
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</div>
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</div>
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<!-- 长期记忆 -->
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<div
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class="memory-panel"
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:class="{ highlight: activeTab === 'long' }"
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@click="activeTab = 'long'"
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>
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<div class="panel-header">
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<span class="panel-icon">💾</span>
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<span class="panel-name">长期记忆</span>
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<span class="panel-count">{{ longTermMemory.length }} 条知识</span>
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</div>
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<div class="panel-content">
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<div
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v-if="longTermMemory.length === 0"
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class="empty"
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>
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暂无持久化知识
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</div>
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<div
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v-for="(item, idx) in longTermMemory"
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:key="idx"
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class="memory-item long-item"
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>
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<span
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class="item-type"
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:class="item.type"
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>{{ item.type }}</span>
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<span class="item-content">{{ item.key }} = {{ truncate(item.value, 20) }}</span>
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</div>
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</div>
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<div class="panel-footer">
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💡 跨会话持久保存，需要显式写入
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</div>
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</div>
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</div>
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</div>
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<!-- 记忆流转示意 -->
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<div class="memory-flow">
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<div class="flow-title">
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🔄 记忆流转机制
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</div>
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<div class="flow-diagram">
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<div class="flow-step">
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<div class="step-box user-input">
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<div class="step-icon">
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👤
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</div>
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<div class="step-text">
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用户输入
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</div>
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</div>
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<div class="step-arrow">
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➡️
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</div>
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</div>
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<div class="flow-step">
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<div class="step-box">
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<div class="step-icon">
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⏱️
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</div>
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<div class="step-text">
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短期记忆
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</div>
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<div class="step-desc">
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自动记录对话
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</div>
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</div>
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<div class="step-arrow">
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➡️
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</div>
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</div>
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<div class="flow-step">
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<div class="step-box">
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<div class="step-icon">
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🧠
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</div>
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<div class="step-text">
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LLM 处理
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</div>
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<div class="step-desc">
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理解+决策
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</div>
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</div>
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<div class="step-arrow">
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➡️
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</div>
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</div>
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<div class="flow-branch">
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<div class="branch-option">
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<div class="branch-arrow">
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⬇️
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</div>
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<div class="step-box small">
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<div class="step-icon">
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📝
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</div>
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<div class="step-text">
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工作记忆
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</div>
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<div class="step-desc">
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临时变量
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</div>
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</div>
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</div>
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<div class="branch-option">
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<div class="branch-arrow">
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⬇️
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</div>
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<div class="step-box small">
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<div class="step-icon">
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💾
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</div>
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<div class="step-text">
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长期记忆
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</div>
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<div class="step-desc">
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持久化存储
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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 class="flow-step">
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<div class="step-arrow">
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➡️
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</div>
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<div class="step-box agent-output">
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<div class="step-icon">
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🤖
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</div>
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<div class="step-text">
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Agent 回复
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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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<!-- 核心机制解释 -->
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<div class="mechanism-section">
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<div class="mechanism-title">
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⚙️ 核心机制详解
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</div>
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<div class="mechanism-grid">
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<div
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class="mechanism-card"
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:class="{ active: activeTab === 'short' }"
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@click="activeTab = 'short'"
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>
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<div class="card-header">
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<span class="card-icon">⏱️</span>
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<span class="card-title">短期记忆 (Short-term)</span>
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</div>
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<div class="card-body">
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<div class="mechanism-item">
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<span class="item-label">存储内容：</span>
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<span class="item-value">当前对话的完整历史</span>
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</div>
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<div class="mechanism-item">
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<span class="item-label">生命周期：</span>
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<span class="item-value">当前会话，关闭即消失</span>
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</div>
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<div class="mechanism-item">
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<span class="item-label">容量限制：</span>
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<span class="item-value">受限于 LLM 上下文窗口（通常4K-128K tokens）</span>
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</div>
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<div class="mechanism-item">
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<span class="item-label">更新方式：</span>
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<span class="item-value">自动追加每条对话</span>
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</div>
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<div class="code-example">
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<code>messages = [{role: "user", content: "..."}, {role: "assistant", content: "..."}]</code>
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</div>
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</div>
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</div>
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<div
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class="mechanism-card"
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:class="{ active: activeTab === 'working' }"
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@click="activeTab = 'working'"
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>
|
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<div class="card-header">
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<span class="card-icon">📝</span>
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<span class="card-title">工作记忆 (Working)</span>
|
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</div>
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<div class="card-body">
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<div class="mechanism-item">
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<span class="item-label">存储内容：</span>
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<span class="item-value">任务相关的临时变量和状态</span>
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</div>
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<div class="mechanism-item">
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<span class="item-label">生命周期：</span>
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<span class="item-value">单个任务/会话期间</span>
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</div>
|
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<div class="mechanism-item">
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<span class="item-label">典型用途：</span>
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<span class="item-value">当前步骤、中间结果、用户偏好</span>
|
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</div>
|
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<div class="mechanism-item">
|
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<span class="item-label">更新方式：</span>
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<span class="item-value">Agent 主动读写</span>
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</div>
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<div class="code-example">
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<code>working_memory = {"step": 2, "user_name": "张三", "topic": "Python"}</code>
|
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</div>
|
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</div>
|
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</div>
|
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|
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<div
|
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class="mechanism-card"
|
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:class="{ active: activeTab === 'long' }"
|
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@click="activeTab = 'long'"
|
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>
|
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<div class="card-header">
|
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<span class="card-icon">💾</span>
|
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<span class="card-title">长期记忆 (Long-term)</span>
|
||
</div>
|
||
<div class="card-body">
|
||
<div class="mechanism-item">
|
||
<span class="item-label">存储内容：</span>
|
||
<span class="item-value">用户画像、偏好设置、历史知识</span>
|
||
</div>
|
||
<div class="mechanism-item">
|
||
<span class="item-label">生命周期：</span>
|
||
<span class="item-value">永久保存，跨会话可用</span>
|
||
</div>
|
||
<div class="mechanism-item">
|
||
<span class="item-label">存储方式：</span>
|
||
<span class="item-value">向量数据库、知识图谱、键值存储</span>
|
||
</div>
|
||
<div class="mechanism-item">
|
||
<span class="item-label">更新方式：</span>
|
||
<span class="item-value">显式写入，定期总结提炼</span>
|
||
</div>
|
||
<div class="code-example">
|
||
<code>long_term_memory = [{"type": "preference", "key": "语言", "value": "Python"}]</code>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
<!-- 最佳实践 -->
|
||
<div class="best-practices">
|
||
<div class="practices-title">
|
||
💡 记忆系统最佳实践
|
||
</div>
|
||
<div class="practices-list">
|
||
<div class="practice-item">
|
||
<div class="practice-icon">
|
||
1️⃣
|
||
</div>
|
||
<div class="practice-content">
|
||
<div class="practice-title">
|
||
短期记忆优化
|
||
</div>
|
||
<div class="practice-desc">
|
||
定期清理无关历史，保留关键上下文；超长对话使用摘要技术压缩
|
||
</div>
|
||
</div>
|
||
</div>
|
||
<div class="practice-item">
|
||
<div class="practice-icon">
|
||
2️⃣
|
||
</div>
|
||
<div class="practice-content">
|
||
<div class="practice-title">
|
||
工作记忆管理
|
||
</div>
|
||
<div class="practice-desc">
|
||
任务开始时初始化，结束时清理；避免存储大量中间结果
|
||
</div>
|
||
</div>
|
||
</div>
|
||
<div class="practice-item">
|
||
<div class="practice-icon">
|
||
3️⃣
|
||
</div>
|
||
<div class="practice-content">
|
||
<div class="practice-title">
|
||
长期记忆构建
|
||
</div>
|
||
<div class="practice-desc">
|
||
定期总结对话提炼知识；使用向量检索实现语义搜索；区分事实和偏好
|
||
</div>
|
||
</div>
|
||
</div>
|
||
<div class="practice-item">
|
||
<div class="practice-icon">
|
||
4️⃣
|
||
</div>
|
||
<div class="practice-content">
|
||
<div class="practice-title">
|
||
记忆一致性
|
||
</div>
|
||
<div class="practice-desc">
|
||
长期记忆更新前验证；处理矛盾信息；支持用户显式修改记忆
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</template>
|
||
|
||
<script setup>
|
||
import { ref, reactive, nextTick } from 'vue'
|
||
|
||
const activeTab = ref('short')
|
||
const isProcessing = ref(false)
|
||
const messageContainer = ref(null)
|
||
|
||
// 记忆存储
|
||
const messages = ref([])
|
||
const shortTermMemory = ref([])
|
||
const workingMemory = reactive({})
|
||
const longTermMemory = ref([])
|
||
|
||
// 快捷按钮
|
||
const quickButtons = ref([
|
||
{ id: 1, text: '我叫张三', used: false, action: 'setName' },
|
||
{ id: 2, text: '我喜欢 Python', used: false, action: 'setPreference' },
|
||
{ id: 3, text: '推荐编程书', used: false, action: 'recommend' },
|
||
{ id: 4, text: '我叫什么？', used: false, action: 'askName' },
|
||
{ id: 5, text: '我喜欢什么语言？', used: false, action: 'askPreference' }
|
||
])
|
||
|
||
const sendMessage = async (btn) => {
|
||
if (isProcessing.value) return
|
||
isProcessing.value = true
|
||
btn.used = true
|
||
|
||
// 用户消息
|
||
messages.value.push({
|
||
role: 'user',
|
||
text: btn.text,
|
||
memoryOps: []
|
||
})
|
||
|
||
// 添加到短期记忆
|
||
shortTermMemory.value.push({
|
||
role: 'user',
|
||
content: btn.text
|
||
})
|
||
|
||
await scrollToBottom()
|
||
await wait(600)
|
||
|
||
// Agent 处理
|
||
let response = {}
|
||
|
||
switch (btn.action) {
|
||
case 'setName':
|
||
workingMemory.user_name = '张三'
|
||
response = {
|
||
text: '好的，我记住了你叫张三。',
|
||
memoryOps: [
|
||
{ icon: '📝', text: '工作记忆: user_name = 张三', type: 'working' },
|
||
{ icon: '💾', text: '长期记忆: 姓名 = 张三', type: 'long-term' }
|
||
]
|
||
}
|
||
// 模拟写入长期记忆（去重：如果已存在则更新，否则添加）
|
||
await wait(300)
|
||
const existingNameIndex = longTermMemory.value.findIndex(m => m.key === '姓名')
|
||
if (existingNameIndex >= 0) {
|
||
longTermMemory.value[existingNameIndex].value = '张三'
|
||
} else {
|
||
longTermMemory.value.push({ type: '身份', key: '姓名', value: '张三' })
|
||
}
|
||
break
|
||
|
||
case 'setPreference':
|
||
workingMemory.favorite_language = 'Python'
|
||
response = {
|
||
text: '收到！我记住了你喜欢 Python。',
|
||
memoryOps: [
|
||
{ icon: '📝', text: '工作记忆: favorite_language = Python', type: 'working' },
|
||
{ icon: '💾', text: '长期记忆: 偏好 = Python', type: 'long-term' }
|
||
]
|
||
}
|
||
await wait(300)
|
||
// 去重逻辑：如果已存在则更新，否则添加
|
||
const existingPrefIndex = longTermMemory.value.findIndex(m => m.key === '编程语言')
|
||
if (existingPrefIndex >= 0) {
|
||
longTermMemory.value[existingPrefIndex].value = 'Python'
|
||
} else {
|
||
longTermMemory.value.push({ type: '偏好', key: '编程语言', value: 'Python' })
|
||
}
|
||
break
|
||
|
||
case 'recommend':
|
||
const lang = workingMemory.favorite_language || longTermMemory.value.find(m => m.key === '编程语言')?.value
|
||
response = {
|
||
text: lang
|
||
? `基于你喜欢 ${lang}，我推荐《${lang}编程：从入门到实践》和《流畅的${lang}》。`
|
||
: '我推荐《代码大全》和《程序员修炼之道》，适合所有编程语言。',
|
||
memoryOps: [
|
||
{ icon: '🔍', text: `检索长期记忆: 偏好 = ${lang || '无'}`, type: 'retrieve' }
|
||
]
|
||
}
|
||
break
|
||
|
||
case 'askName':
|
||
const name = workingMemory.user_name || longTermMemory.value.find(m => m.key === '姓名')?.value
|
||
response = {
|
||
text: name
|
||
? `你叫${name}。`
|
||
: '我还不知道你的名字，请告诉我。',
|
||
memoryOps: name
|
||
? [{ icon: '🔍', text: '检索记忆: 姓名', type: 'retrieve' }]
|
||
: [{ icon: '❓', text: '记忆缺失: 未找到姓名', type: 'missing' }]
|
||
}
|
||
break
|
||
|
||
case 'askPreference':
|
||
const pref = workingMemory.favorite_language || longTermMemory.value.find(m => m.key === '编程语言')?.value
|
||
response = {
|
||
text: pref
|
||
? `你喜欢 ${pref}。`
|
||
: '我还不知道你喜欢什么编程语言。',
|
||
memoryOps: pref
|
||
? [{ icon: '🔍', text: '检索记忆: 偏好', type: 'retrieve' }]
|
||
: [{ icon: '❓', text: '记忆缺失: 未找到偏好', type: 'missing' }]
|
||
}
|
||
break
|
||
}
|
||
|
||
// Agent 回复
|
||
messages.value.push({
|
||
role: 'assistant',
|
||
text: response.text,
|
||
memoryOps: response.memoryOps
|
||
})
|
||
|
||
shortTermMemory.value.push({
|
||
role: 'assistant',
|
||
content: response.text
|
||
})
|
||
|
||
await scrollToBottom()
|
||
isProcessing.value = false
|
||
}
|
||
|
||
const resetDemo = () => {
|
||
messages.value = []
|
||
shortTermMemory.value = []
|
||
Object.keys(workingMemory).forEach(key => delete workingMemory[key])
|
||
longTermMemory.value = []
|
||
quickButtons.value.forEach(btn => btn.used = false)
|
||
}
|
||
|
||
const scrollToBottom = async () => {
|
||
await nextTick()
|
||
if (messageContainer.value) {
|
||
messageContainer.value.scrollTop = messageContainer.value.scrollHeight
|
||
}
|
||
}
|
||
|
||
const wait = (ms) => new Promise(r => setTimeout(r, ms))
|
||
const truncate = (str, len) => str?.length > len ? str.slice(0, len) + '...' : str
|
||
</script>
|
||
|
||
<style scoped>
|
||
.memory-principle {
|
||
background: var(--vp-c-bg-soft);
|
||
border: 1px solid var(--vp-c-divider);
|
||
border-radius: 12px;
|
||
padding: 20px;
|
||
margin: 20px 0;
|
||
font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
|
||
}
|
||
|
||
.header {
|
||
text-align: center;
|
||
margin-bottom: 20px;
|
||
}
|
||
|
||
.title {
|
||
font-size: 17px;
|
||
font-weight: 700;
|
||
background: linear-gradient(120deg, var(--vp-c-brand), #9c27b0);
|
||
-webkit-background-clip: text;
|
||
-webkit-text-fill-color: transparent;
|
||
}
|
||
|
||
.subtitle {
|
||
font-size: 12px;
|
||
color: var(--vp-c-text-2);
|
||
margin-top: 4px;
|
||
}
|
||
|
||
/* 记忆概览 */
|
||
.memory-overview {
|
||
margin-bottom: 20px;
|
||
}
|
||
|
||
.overview-title {
|
||
font-size: 14px;
|
||
font-weight: 600;
|
||
margin-bottom: 12px;
|
||
}
|
||
|
||
.memory-cards {
|
||
display: grid;
|
||
grid-template-columns: repeat(3, 1fr);
|
||
gap: 12px;
|
||
}
|
||
|
||
@media (max-width: 600px) {
|
||
.memory-cards {
|
||
grid-template-columns: 1fr;
|
||
}
|
||
}
|
||
|
||
.memory-card {
|
||
background: var(--vp-c-bg);
|
||
border: 2px solid var(--vp-c-divider);
|
||
border-radius: 10px;
|
||
padding: 16px;
|
||
text-align: center;
|
||
cursor: pointer;
|
||
transition: all 0.3s;
|
||
}
|
||
|
||
.memory-card:hover {
|
||
transform: translateY(-2px);
|
||
box-shadow: 0 4px 12px rgba(0,0,0,0.1);
|
||
}
|
||
|
||
.memory-card.active {
|
||
border-color: var(--vp-c-brand);
|
||
background: var(--vp-c-brand-soft);
|
||
}
|
||
|
||
.memory-card.short-term.active { border-color: #3b82f6; background: #dbeafe; }
|
||
.memory-card.working.active { border-color: #f59e0b; background: #fef3c7; }
|
||
.memory-card.long-term.active { border-color: #10b981; background: #d1fae5; }
|
||
|
||
.card-icon {
|
||
font-size: 28px;
|
||
margin-bottom: 8px;
|
||
}
|
||
|
||
.card-name {
|
||
font-size: 14px;
|
||
font-weight: 600;
|
||
margin-bottom: 4px;
|
||
}
|
||
|
||
.card-desc {
|
||
font-size: 11px;
|
||
color: var(--vp-c-text-2);
|
||
margin-bottom: 8px;
|
||
}
|
||
|
||
.card-lifetime {
|
||
font-size: 10px;
|
||
padding: 4px 10px;
|
||
border-radius: 12px;
|
||
background: var(--vp-c-bg-soft);
|
||
display: inline-block;
|
||
}
|
||
|
||
/* 演示区 */
|
||
.demo-section {
|
||
background: var(--vp-c-bg);
|
||
border: 1px solid var(--vp-c-divider);
|
||
border-radius: 10px;
|
||
padding: 16px;
|
||
margin-bottom: 20px;
|
||
}
|
||
|
||
.demo-title {
|
||
font-size: 14px;
|
||
font-weight: 600;
|
||
margin-bottom: 14px;
|
||
}
|
||
|
||
/* 对话区 */
|
||
.chat-area {
|
||
background: var(--vp-c-bg-soft);
|
||
border-radius: 6px;
|
||
padding: 12px;
|
||
margin-bottom: 16px;
|
||
}
|
||
|
||
.chat-header {
|
||
display: flex;
|
||
justify-content: space-between;
|
||
align-items: center;
|
||
margin-bottom: 10px;
|
||
font-size: 12px;
|
||
font-weight: 500;
|
||
}
|
||
|
||
.reset-btn {
|
||
padding: 4px 10px;
|
||
border: 1px solid var(--vp-c-divider);
|
||
border-radius: 4px;
|
||
background: var(--vp-c-bg);
|
||
font-size: 11px;
|
||
cursor: pointer;
|
||
}
|
||
|
||
.messages {
|
||
max-height: 200px;
|
||
|
||
display: flex;
|
||
flex-direction: column;
|
||
gap: 10px;
|
||
margin-bottom: 12px;
|
||
}
|
||
|
||
.message {
|
||
display: flex;
|
||
gap: 8px;
|
||
align-items: flex-start;
|
||
}
|
||
|
||
.message.user {
|
||
flex-direction: row-reverse;
|
||
}
|
||
|
||
.avatar {
|
||
width: 28px;
|
||
height: 28px;
|
||
border-radius: 50%;
|
||
display: flex;
|
||
align-items: center;
|
||
justify-content: center;
|
||
font-size: 14px;
|
||
background: var(--vp-c-bg);
|
||
border: 1px solid var(--vp-c-divider);
|
||
flex-shrink: 0;
|
||
}
|
||
|
||
.bubble {
|
||
max-width: 75%;
|
||
padding: 10px 12px;
|
||
border-radius: 12px;
|
||
font-size: 12px;
|
||
background: var(--vp-c-bg);
|
||
border: 1px solid var(--vp-c-divider);
|
||
}
|
||
|
||
.message.user .bubble {
|
||
background: var(--vp-c-brand);
|
||
color: white;
|
||
border: none;
|
||
}
|
||
|
||
.msg-text {
|
||
margin-bottom: 6px;
|
||
}
|
||
|
||
.memory-ops {
|
||
display: flex;
|
||
flex-wrap: wrap;
|
||
gap: 4px;
|
||
}
|
||
|
||
.memory-op {
|
||
font-size: 10px;
|
||
padding: 2px 6px;
|
||
border-radius: 4px;
|
||
display: flex;
|
||
align-items: center;
|
||
gap: 4px;
|
||
}
|
||
|
||
.memory-op.working { background: #fef3c7; color: #92400e; }
|
||
.memory-op.long-term { background: #d1fae5; color: #065f46; }
|
||
.memory-op.retrieve { background: #dbeafe; color: #1e40af; }
|
||
.memory-op.missing { background: #fee2e2; color: #991b1b; }
|
||
|
||
/* 快捷输入 */
|
||
.quick-inputs {
|
||
display: flex;
|
||
flex-wrap: wrap;
|
||
gap: 8px;
|
||
}
|
||
|
||
.quick-btn {
|
||
padding: 8px 14px;
|
||
border: 1px solid var(--vp-c-divider);
|
||
border-radius: 16px;
|
||
background: var(--vp-c-bg);
|
||
font-size: 12px;
|
||
cursor: pointer;
|
||
transition: all 0.2s;
|
||
}
|
||
|
||
.quick-btn:hover:not(:disabled) {
|
||
background: var(--vp-c-brand-soft);
|
||
border-color: var(--vp-c-brand);
|
||
}
|
||
|
||
.quick-btn:disabled {
|
||
opacity: 0.5;
|
||
cursor: not-allowed;
|
||
}
|
||
|
||
/* 记忆面板 */
|
||
.memory-panels {
|
||
display: grid;
|
||
grid-template-columns: repeat(3, 1fr);
|
||
gap: 12px;
|
||
}
|
||
|
||
@media (max-width: 768px) {
|
||
.memory-panels {
|
||
grid-template-columns: 1fr;
|
||
}
|
||
}
|
||
|
||
.panel-title {
|
||
grid-column: 1 / -1;
|
||
font-size: 13px;
|
||
font-weight: 600;
|
||
margin-bottom: 4px;
|
||
}
|
||
|
||
.memory-panel {
|
||
background: var(--vp-c-bg-soft);
|
||
border: 2px solid var(--vp-c-divider);
|
||
border-radius: 6px;
|
||
overflow: hidden;
|
||
cursor: pointer;
|
||
transition: all 0.3s;
|
||
}
|
||
|
||
.memory-panel:hover {
|
||
border-color: var(--vp-c-brand);
|
||
}
|
||
|
||
.memory-panel.highlight {
|
||
border-color: var(--vp-c-brand);
|
||
box-shadow: 0 0 0 3px var(--vp-c-brand-soft);
|
||
}
|
||
|
||
.panel-header {
|
||
display: flex;
|
||
align-items: center;
|
||
gap: 8px;
|
||
padding: 10px;
|
||
background: var(--vp-c-bg);
|
||
border-bottom: 1px solid var(--vp-c-divider);
|
||
}
|
||
|
||
.panel-icon {
|
||
font-size: 16px;
|
||
}
|
||
|
||
.panel-name {
|
||
flex: 1;
|
||
font-size: 12px;
|
||
font-weight: 600;
|
||
}
|
||
|
||
.panel-count {
|
||
font-size: 10px;
|
||
padding: 2px 8px;
|
||
border-radius: 10px;
|
||
background: var(--vp-c-brand-soft);
|
||
color: var(--vp-c-brand-dark);
|
||
}
|
||
|
||
.panel-content {
|
||
padding: 10px;
|
||
min-height: 80px;
|
||
max-height: 120px;
|
||
|
||
}
|
||
|
||
.empty {
|
||
font-size: 11px;
|
||
color: var(--vp-c-text-3);
|
||
text-align: center;
|
||
padding: 20px 0;
|
||
}
|
||
|
||
.memory-item {
|
||
display: flex;
|
||
gap: 6px;
|
||
padding: 6px;
|
||
background: var(--vp-c-bg);
|
||
border-radius: 4px;
|
||
margin-bottom: 6px;
|
||
font-size: 11px;
|
||
}
|
||
|
||
.memory-item:last-child {
|
||
margin-bottom: 0;
|
||
}
|
||
|
||
.item-role {
|
||
width: 18px;
|
||
height: 18px;
|
||
border-radius: 50%;
|
||
display: flex;
|
||
align-items: center;
|
||
justify-content: center;
|
||
font-size: 9px;
|
||
font-weight: 600;
|
||
flex-shrink: 0;
|
||
}
|
||
|
||
.item-role.user { background: var(--vp-c-brand); color: white; }
|
||
.item-role.assistant { background: #10b981; color: white; }
|
||
|
||
.item-text {
|
||
color: var(--vp-c-text-2);
|
||
}
|
||
|
||
.item-key {
|
||
font-weight: 600;
|
||
color: var(--vp-c-brand);
|
||
}
|
||
|
||
.item-value {
|
||
color: var(--vp-c-text-1);
|
||
}
|
||
|
||
.item-type {
|
||
font-size: 9px;
|
||
padding: 2px 6px;
|
||
border-radius: 4px;
|
||
flex-shrink: 0;
|
||
}
|
||
|
||
.item-type.身份 { background: #dbeafe; color: #1e40af; }
|
||
.item-type.偏好 { background: #d1fae5; color: #065f46; }
|
||
|
||
.panel-footer {
|
||
padding: 8px 10px;
|
||
font-size: 10px;
|
||
color: var(--vp-c-text-2);
|
||
background: var(--vp-c-bg);
|
||
border-top: 1px solid var(--vp-c-divider);
|
||
}
|
||
|
||
/* 记忆流转 */
|
||
.memory-flow {
|
||
background: var(--vp-c-bg);
|
||
border: 1px solid var(--vp-c-divider);
|
||
border-radius: 10px;
|
||
padding: 16px;
|
||
margin-bottom: 20px;
|
||
}
|
||
|
||
.flow-title {
|
||
font-size: 14px;
|
||
font-weight: 600;
|
||
margin-bottom: 16px;
|
||
}
|
||
|
||
.flow-diagram {
|
||
display: flex;
|
||
flex-direction: column;
|
||
align-items: center;
|
||
gap: 8px;
|
||
}
|
||
|
||
.flow-step {
|
||
display: flex;
|
||
align-items: center;
|
||
gap: 12px;
|
||
}
|
||
|
||
.step-box {
|
||
background: var(--vp-c-bg-soft);
|
||
border: 2px solid var(--vp-c-divider);
|
||
border-radius: 10px;
|
||
padding: 14px 20px;
|
||
text-align: center;
|
||
min-width: 100px;
|
||
}
|
||
|
||
.step-box.small {
|
||
padding: 10px 14px;
|
||
min-width: 80px;
|
||
}
|
||
|
||
.step-box.user-input {
|
||
border-color: #3b82f6;
|
||
background: #dbeafe;
|
||
}
|
||
|
||
.step-box.agent-output {
|
||
border-color: #10b981;
|
||
background: #d1fae5;
|
||
}
|
||
|
||
.step-icon {
|
||
font-size: 20px;
|
||
margin-bottom: 4px;
|
||
}
|
||
|
||
.step-box.small .step-icon {
|
||
font-size: 16px;
|
||
}
|
||
|
||
.step-text {
|
||
font-size: 12px;
|
||
font-weight: 600;
|
||
}
|
||
|
||
.step-desc {
|
||
font-size: 10px;
|
||
color: var(--vp-c-text-2);
|
||
margin-top: 2px;
|
||
}
|
||
|
||
.step-arrow {
|
||
font-size: 16px;
|
||
color: var(--vp-c-text-3);
|
||
}
|
||
|
||
.flow-branch {
|
||
display: flex;
|
||
gap: 40px;
|
||
}
|
||
|
||
.branch-option {
|
||
display: flex;
|
||
flex-direction: column;
|
||
align-items: center;
|
||
gap: 8px;
|
||
}
|
||
|
||
.branch-arrow {
|
||
font-size: 14px;
|
||
color: var(--vp-c-text-3);
|
||
}
|
||
|
||
/* 核心机制 */
|
||
.mechanism-section {
|
||
margin-bottom: 20px;
|
||
}
|
||
|
||
.mechanism-title {
|
||
font-size: 14px;
|
||
font-weight: 600;
|
||
margin-bottom: 14px;
|
||
}
|
||
|
||
.mechanism-grid {
|
||
display: grid;
|
||
grid-template-columns: repeat(3, 1fr);
|
||
gap: 12px;
|
||
}
|
||
|
||
@media (max-width: 900px) {
|
||
.mechanism-grid {
|
||
grid-template-columns: 1fr;
|
||
}
|
||
}
|
||
|
||
.mechanism-card {
|
||
background: var(--vp-c-bg);
|
||
border: 2px solid var(--vp-c-divider);
|
||
border-radius: 10px;
|
||
overflow: hidden;
|
||
cursor: pointer;
|
||
transition: all 0.3s;
|
||
}
|
||
|
||
.mechanism-card:hover {
|
||
border-color: var(--vp-c-brand);
|
||
}
|
||
|
||
.mechanism-card.active {
|
||
border-color: var(--vp-c-brand);
|
||
box-shadow: 0 0 0 3px var(--vp-c-brand-soft);
|
||
}
|
||
|
||
.card-header {
|
||
display: flex;
|
||
align-items: center;
|
||
gap: 8px;
|
||
padding: 12px;
|
||
background: var(--vp-c-bg-soft);
|
||
border-bottom: 1px solid var(--vp-c-divider);
|
||
}
|
||
|
||
.card-icon {
|
||
font-size: 18px;
|
||
}
|
||
|
||
.card-title {
|
||
font-size: 13px;
|
||
font-weight: 600;
|
||
}
|
||
|
||
.card-body {
|
||
padding: 12px;
|
||
}
|
||
|
||
.mechanism-item {
|
||
display: flex;
|
||
gap: 6px;
|
||
margin-bottom: 8px;
|
||
font-size: 11px;
|
||
}
|
||
|
||
.item-label {
|
||
color: var(--vp-c-text-2);
|
||
flex-shrink: 0;
|
||
}
|
||
|
||
.item-value {
|
||
color: var(--vp-c-text-1);
|
||
}
|
||
|
||
.code-example {
|
||
margin-top: 10px;
|
||
padding: 8px;
|
||
background: #1e1e1e;
|
||
border-radius: 6px;
|
||
overflow-x: auto;
|
||
}
|
||
|
||
.code-example code {
|
||
font-size: 10px;
|
||
color: #d4d4d4;
|
||
font-family: monospace;
|
||
}
|
||
|
||
/* 最佳实践 */
|
||
.best-practices {
|
||
background: var(--vp-c-bg);
|
||
border: 1px solid var(--vp-c-divider);
|
||
border-radius: 10px;
|
||
padding: 16px;
|
||
}
|
||
|
||
.practices-title {
|
||
font-size: 14px;
|
||
font-weight: 600;
|
||
margin-bottom: 14px;
|
||
}
|
||
|
||
.practices-list {
|
||
display: flex;
|
||
flex-direction: column;
|
||
gap: 12px;
|
||
}
|
||
|
||
.practice-item {
|
||
display: flex;
|
||
gap: 12px;
|
||
padding: 12px;
|
||
background: var(--vp-c-bg-soft);
|
||
border-radius: 6px;
|
||
}
|
||
|
||
.practice-icon {
|
||
font-size: 20px;
|
||
flex-shrink: 0;
|
||
}
|
||
|
||
.practice-title {
|
||
font-size: 13px;
|
||
font-weight: 600;
|
||
margin-bottom: 4px;
|
||
}
|
||
|
||
.practice-desc {
|
||
font-size: 11px;
|
||
color: var(--vp-c-text-2);
|
||
line-height: 1.5;
|
||
}
|
||
</style>
|