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子主题目录从 topics/{slug} 移至 topics/qunar-ai-fullstack/{slug}
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Co-Authored-By: Claude Code <noreply@anthropic.com>
188 lines
5.0 KiB
JSON
188 lines
5.0 KiB
JSON
{
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"topic": "ai-memory",
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"type": "fill_blank",
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"schema_version": "1.0.0",
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"generated": "2026-09-02T00:00:00Z",
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"questions": [
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{
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"id": "fb-001",
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"type": "fill_blank",
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"difficulty": 2,
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"tags": [
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"ai",
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"memory",
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"lru"
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],
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"question": "Agent 记忆分层架构的四种记忆类型是：工作记忆、情景记忆、语义记忆和______记忆。",
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"explanation": "记忆分层由工作记忆（短期）、情景记忆（中期）、语义记忆（长期）和程序性记忆组成。",
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"source": null,
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"related": [],
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"answer": [
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"程序性"
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],
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"answer_rule": "any"
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},
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{
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"id": "fb-002",
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"type": "fill_blank",
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"difficulty": 2,
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"tags": [
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"ai",
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"memory",
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"lru"
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],
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"question": "记忆的正确流转顺序是：工作记忆 → 情景记忆 → 语义记忆 → ______记忆。",
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"explanation": "工作记忆在会话结束后转为情景记忆，提炼为语义记忆，最终指导程序性记忆。",
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"source": null,
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"related": [],
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"answer": [
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"程序性"
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],
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"answer_rule": "any"
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},
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{
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"id": "fb-003",
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"type": "fill_blank",
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"difficulty": 2,
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"tags": [
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"ai",
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"memory",
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"lru"
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],
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"question": "LRU 缓存使用什么数据结构组合来实现 O(1) 的访问和淘汰？",
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"explanation": "LRU 使用双向链表维护顺序，哈希表实现 O(1) 查找。",
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"source": null,
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"related": [],
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"answer": [
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"双向链表 + 哈希表"
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],
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"answer_rule": "any"
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},
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{
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"id": "fb-004",
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"type": "fill_blank",
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"difficulty": 2,
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"tags": [
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"ai",
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"memory",
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"lru"
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],
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"question": "混合记忆淘汰策略的评分公式是：score = α × 时间衰减(t) + β × 频率(f) + γ × ______(i)。",
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"explanation": "混合策略综合考虑时间衰减、访问频率和重要性三个维度。",
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"source": null,
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"related": [],
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"answer": [
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"重要性"
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],
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"answer_rule": "any"
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},
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{
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"id": "fb-005",
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"type": "fill_blank",
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"difficulty": 2,
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"tags": [
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"ai",
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"memory",
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"lru"
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],
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"question": "混合策略中，时间衰减通常使用什么数学函数计算？",
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"explanation": "时间衰减函数如 e^(-λt)，其中 t 是距上次访问的时间。",
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"source": null,
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"related": [],
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"answer": [
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"e^(-λt)"
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],
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"answer_rule": "any"
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},
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{
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"id": "fb-006",
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"type": "fill_blank",
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"difficulty": 2,
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"tags": [
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"ai",
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"memory",
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"lru"
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],
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"question": "记忆系统中，余弦相似度超过______时触发冲突检测。",
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"explanation": "语义相似度的余弦值 > 0.8 时，记忆对进入冲突检测。",
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"source": null,
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"related": [],
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"answer": [
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"0.8"
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],
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"answer_rule": "any"
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},
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{
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"id": "fb-007",
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"type": "fill_blank",
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"difficulty": 2,
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"tags": [
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"ai",
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"memory",
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"lru"
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],
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"question": "部分记忆冲突消解中，当评分差值小于______时无法自动消解，需要向用户澄清。",
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"explanation": "当评分差值 < 0.1 时，系统无法自动判定，需主动向用户确认。",
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"source": null,
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"related": [],
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"answer": [
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"0.1"
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],
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"answer_rule": "any"
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},
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{
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"id": "fb-008",
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"type": "fill_blank",
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"difficulty": 2,
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"tags": [
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"ai",
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"memory",
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"lru"
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],
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"question": "完全记忆冲突的风险等级分为两类：______（危险）和安全。",
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"explanation": "Critical 包括医疗、金融、生产环境配置等；Safe 包括代码风格、文档格式等。",
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"source": null,
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"related": [],
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"answer": [
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"Critical"
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],
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"answer_rule": "any"
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},
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{
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"id": "fb-009",
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"type": "fill_blank",
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"difficulty": 2,
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"tags": [
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"ai",
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"memory",
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"lru"
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],
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"question": "安全环境的 YAML 配置中，三条优先级规则的权重分别是：时间 0.4、来源 0.4、______ 0.2。",
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"explanation": "安全环境使用时间（0.4）、来源优先级（0.4）和访问次数（0.2）。",
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"source": null,
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"related": [],
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"answer": [
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"访问次数"
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],
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"answer_rule": "any"
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},
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{
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"id": "fb-010",
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"type": "fill_blank",
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"difficulty": 2,
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"tags": [
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"ai",
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"memory",
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"lru"
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],
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"question": "记忆冲突解决中，来源可信度的优先级顺序是：用户明确告知 > 从对话推断 > ______。",
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"explanation": "用户明确告知的可信度最高，其次是对话推断，最后是自动生成。",
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"source": null,
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"related": [],
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"answer": [
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"自动生成"
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],
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"answer_rule": "any"
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}
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]
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} |