1083 lines
28 KiB
Vue
1083 lines
28 KiB
Vue
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<template>
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<div class="memory-principle">
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<div class="header">
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<div class="title">🧠 Agent 记忆系统原理：如何让 AI "记得"你</div>
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<div class="subtitle">理解短期记忆、工作记忆、长期记忆的协同工作机制</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">📊 三层记忆架构</div>
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<div class="memory-cards">
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<div class="memory-card short-term" :class="{ active: activeTab === 'short' }" @click="activeTab = 'short'">
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<div class="card-icon">⏱️</div>
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<div class="card-name">短期记忆</div>
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<div class="card-desc">当前对话上下文</div>
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<div class="card-lifetime">⚡ 会话级</div>
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</div>
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<div class="memory-card working" :class="{ active: activeTab === 'working' }" @click="activeTab = 'working'">
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<div class="card-icon">📝</div>
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<div class="card-name">工作记忆</div>
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<div class="card-desc">任务相关变量</div>
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<div class="card-lifetime">🔄 任务级</div>
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</div>
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<div class="memory-card long-term" :class="{ active: activeTab === 'long' }" @click="activeTab = 'long'">
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<div class="card-icon">💾</div>
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<div class="card-name">长期记忆</div>
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<div class="card-desc">用户偏好与知识</div>
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<div class="card-lifetime">♾️ 持久化</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">🎮 交互演示：观察记忆如何工作</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 class="reset-btn" @click="resetDemo">🔄 重置</button>
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</div>
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<div class="messages" ref="messageContainer">
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<div v-for="(msg, idx) in messages" :key="idx" class="message" :class="msg.role">
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<div class="avatar">{{ msg.role === 'user' ? '👤' : '🤖' }}</div>
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<div class="bubble">
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<div class="msg-text">{{ msg.text }}</div>
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<div v-if="msg.memoryOps && msg.memoryOps.length" class="memory-ops">
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<div v-for="(op, i) in msg.memoryOps" :key="i" class="memory-op" :class="op.type">
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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">📂 记忆状态实时监控</div>
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<!-- 短期记忆 -->
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<div class="memory-panel" :class="{ highlight: activeTab === 'short' }" @click="activeTab = 'short'">
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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 v-if="shortTermMemory.length === 0" class="empty">暂无对话记录</div>
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<div v-for="(item, idx) in shortTermMemory.slice(-5)" :key="idx" class="memory-item">
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<span class="item-role" :class="item.role">{{ 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">💡 保存最近的对话轮次，超出上下文窗口会被遗忘</div>
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</div>
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<!-- 工作记忆 -->
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<div class="memory-panel" :class="{ highlight: activeTab === 'working' }" @click="activeTab = 'working'">
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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 v-if="Object.keys(workingMemory).length === 0" class="empty">暂无任务变量</div>
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<div v-for="(value, key) in workingMemory" :key="key" class="memory-item working-item">
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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">💡 临时存储任务相关变量，任务结束后清除</div>
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</div>
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<!-- 长期记忆 -->
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<div class="memory-panel" :class="{ highlight: activeTab === 'long' }" @click="activeTab = 'long'">
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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 v-if="longTermMemory.length === 0" class="empty">暂无持久化知识</div>
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<div v-for="(item, idx) in longTermMemory" :key="idx" class="memory-item long-item">
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<span class="item-type" :class="item.type">{{ 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">💡 跨会话持久保存，需要显式写入</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">🔄 记忆流转机制</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">👤</div>
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<div class="step-text">用户输入</div>
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</div>
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<div class="step-arrow">➡️</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">⏱️</div>
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<div class="step-text">短期记忆</div>
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<div class="step-desc">自动记录对话</div>
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</div>
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<div class="step-arrow">➡️</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">🧠</div>
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<div class="step-text">LLM 处理</div>
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<div class="step-desc">理解+决策</div>
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</div>
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<div class="step-arrow">➡️</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">⬇️</div>
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<div class="step-box small">
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<div class="step-icon">📝</div>
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<div class="step-text">工作记忆</div>
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<div class="step-desc">临时变量</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">⬇️</div>
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<div class="step-box small">
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<div class="step-icon">💾</div>
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<div class="step-text">长期记忆</div>
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<div class="step-desc">持久化存储</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">➡️</div>
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<div class="step-box agent-output">
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<div class="step-icon">🤖</div>
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<div class="step-text">Agent 回复</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">⚙️ 核心机制详解</div>
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<div class="mechanism-grid">
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<div class="mechanism-card" :class="{ active: activeTab === 'short' }" @click="activeTab = 'short'">
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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 class="mechanism-card" :class="{ active: activeTab === 'working' }" @click="activeTab = 'working'">
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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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|||
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</div>
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|||
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<div class="mechanism-card" :class="{ active: activeTab === 'long' }" @click="activeTab = 'long'">
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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>
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|||
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</div>
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<div class="card-body">
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|||
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<div class="mechanism-item">
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|||
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<span class="item-label">存储内容：</span>
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|||
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<span class="item-value">用户画像、偏好设置、历史知识</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">永久保存，跨会话可用</span>
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</div>
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<div class="mechanism-item">
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<span class="item-label">存储方式：</span>
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<span class="item-value">向量数据库、知识图谱、键值存储</span>
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</div>
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|||
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<div class="mechanism-item">
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|||
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<span class="item-label">更新方式：</span>
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<span class="item-value">显式写入，定期总结提炼</span>
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</div>
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<div class="code-example">
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<code>long_term_memory = [{"type": "preference", "key": "语言", "value": "Python"}]</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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</div>
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<!-- 最佳实践 -->
|
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<div class="best-practices">
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<div class="practices-title">💡 记忆系统最佳实践</div>
|
|||
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<div class="practices-list">
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|||
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<div class="practice-item">
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<div class="practice-icon">1️⃣</div>
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<div class="practice-content">
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<div class="practice-title">短期记忆优化</div>
|
|||
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<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>
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|||
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</div>
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|||
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</div>
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<div class="practice-item">
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|||
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<div class="practice-icon">2️⃣</div>
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|||
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<div class="practice-content">
|
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<div class="practice-title">工作记忆管理</div>
|
|||
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<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>
|
|||
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</div>
|
|||
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</div>
|
|||
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<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: 8px;
|
|||
|
|
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;
|
|||
|
|
overflow-y: auto;
|
|||
|
|
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: 8px;
|
|||
|
|
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;
|
|||
|
|
overflow-y: auto;
|
|||
|
|
}
|
|||
|
|
|
|||
|
|
.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: 8px;
|
|||
|
|
}
|
|||
|
|
|
|||
|
|
.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>
|