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Query-Amplifier 示例集

示例 1: 基础查询扩展

用户: "帮我扩展'远程办公'的搜索范围"

输出:

{
  "originalQuery": "远程办公",
  "expandedQueries": [
    {"query": "居家办公", "type": "synonym", "confidence": 0.95, "explanation": "最常见同义替换"},
    {"query": "WFH", "type": "alias", "confidence": 0.92, "explanation": "Work From Home 缩写"},
    {"query": "分布式办公", "type": "jargon", "confidence": 0.87, "explanation": "互联网行业术语"},
    {"query": "telecommuting", "type": "synonym", "confidence": 0.90, "explanation": "正式英文术语"},
    {"query": "在家工作", "type": "alternative", "confidence": 0.93, "explanation": "口语化表达"},
    {"query": "弹性工作制", "type": "related", "confidence": 0.85, "explanation": "相关概念"},
    {"query": "异步协作", "type": "contextual", "confidence": 0.82, "explanation": "远程工作方式"},
    {"query": "混合办公", "type": "related", "confidence": 0.80, "explanation": "远程+坐班模式"}
  ],
  "searchCombinations": [
    {"name": "精准搜索", "queries": ["远程办公", "居家办公", "WFH"], "logic": "OR", "description": "高置信度核心词"},
    {"name": "标准搜索", "queries": ["远程办公 OR 居家办公 OR WFH OR telecommuting OR 分布式办公"], "logic": "OR", "description": "平衡相关性和覆盖度"},
    {"name": "广泛搜索", "queries": ["远程办公 OR 居家办公 OR WFH OR telecommuting OR 分布式办公 OR 弹性工作制 OR 异步协作 OR 混合办公"], "logic": "OR", "description": "最大化覆盖"}
  ],
  "qualityScore": 88
}

示例 2: 圈层定向扩展

用户: "我想了解'程序员'在技术圈和社交网络的不同说法"

输出:

{
  "originalQuery": "程序员",
  "expandedQueries": [
    {"query": "软件工程师", "type": "synonym", "confidence": 0.95, "explanation": "正式职业名称"},
    {"query": "开发者", "type": "synonym", "confidence": 0.93, "explanation": "通用称呼"},
    {"query": "码农", "type": "jargon", "confidence": 0.90, "explanation": "技术圈自嘲用语"},
    {"query": "程序猿", "type": "alias", "confidence": 0.88, "explanation": "谐音别称"},
    {"query": "CV工程师", "type": "jargon", "confidence": 0.85, "explanation": "复制粘贴工程师"},
    {"query": "打工人", "type": "contextual", "confidence": 0.78, "explanation": "社交网络流行语"},
    {"query": "肝帝", "type": "jargon", "confidence": 0.75, "explanation": "游戏圈跨圈用语"}
  ],
  "searchCombinations": [
    {"name": "技术圈搜索", "queries": ["程序员 OR 软件工程师 OR 开发者 OR 码农"], "logic": "OR"},
    {"name": "社交网络搜索", "queries": ["程序员 OR 码农 OR 程序猿 OR 打工人"], "logic": "OR"}
  ],
  "qualityScore": 85
}

示例 3: 处理一词多义

用户: "帮我扩展'苹果'"

Agent:

⚠️ 检测到一词多义:

"苹果" 可能指:
1. 🍎 水果 - 苹果 (水果)
2. 🍎 公司 - Apple Inc. (科技公司)

请明确您的搜索意图:
- 输入 1: 水果苹果
- 输入 2: 苹果公司

用户: "2"

输出:

{
  "originalQuery": "苹果公司",
  "expandedQueries": [
    {"query": "Apple", "type": "synonym", "confidence": 0.98, "explanation": "英文名"},
    {"query": "Apple Inc.", "type": "alias", "confidence": 0.96, "explanation": "正式公司名"},
    {"query": "AAPL", "type": "alias", "confidence": 0.94, "explanation": "股票代码"},
    {"query": "果链", "type": "jargon", "confidence": 0.80, "explanation": "苹果供应链简称"},
    {"query": "库克公司", "type": "jargon", "confidence": 0.82, "explanation": "以 CEO 指代"}
  ],
  "qualityScore": 86
}

使用模板

快速使用

帮我扩展 "{目标词}" 的搜索范围

高级使用

请扩展查询: "{目标词}"
- 场景: {academic|social|technical|business|general}
- 目标圈层: [{圈层1}, {圈层2}]
- 期望数量: {数量}
- 排除词汇: [{词1}, {词2}]