Data Examples

数据示例：统一 schema

三个域，一套 schema。每条记录到达时已结构化、已嵌入（vec[1536]）、可溯源（prov）。更多平台示例见站点目录内各站详情页。

字段说明
id全局唯一记录 ID
src / platform数据域 + 来源平台
lang语种（BCP-47）
text / title结构化正文内容
metrics互动 / 价格 / 销量等域内指标
vec1536 维检索就绪向量
prov溯源哈希 + 采集时间戳

SOCIAL · Xiaohongshu 小红书 详情 →

GET /v1/search · platform=xiaohongshuprovenance
{
  "id": "soc_xia_16b6…",
  "src": "social",
  "platform": "xiaohongshu",
  "lang": "zh-CN",
  "text": "早八人通勤咖啡测评｜这三家真的值",
  "author": {
    "uid_hash": "7be2…",
    "followers": 56900
  },
  "metrics": {
    "likes": 3204,
    "comments": 517,
    "saves": 1188
  },
  "comment_thread": [
    "第二家我也天天喝",
    "求地址！"
  ],
  "extra": {
    "note_type": "image",
    "topic": "#咖啡测评"
  },
  "vec": "[1536 dims]",
  "prov": {
    "hash": "0xc12b54e9",
    "ts": "2026-07-04T09:12:41+08:00"
  }
}

E-COMMERCE · Shopee 详情 →

GET /v1/search · platform=shopeeprovenance
{
  "id": "eco_sho_a6fc…",
  "src": "ecommerce",
  "platform": "shopee",
  "lang": "th-TH",
  "title": "หูฟังไร้สาย รุ่นใหม่ 2026",
  "price": {
    "current": 1290,
    "currency": "THB",
    "drop_7d": -12
  },
  "metrics": {
    "rating": 4.8,
    "orders": 2043,
    "reviews": 861
  },
  "review_sample": [
    "ราคานี้คุ้มมาก รีวิวจริง"
  ],
  "extra": {
    "shop_type": "mall",
    "stock": 412
  },
  "vec": "[1536 dims]",
  "prov": {
    "hash": "0x5aa9ed70",
    "ts": "2026-07-04T09:12:41+08:00"
  }
}

WEB · 中文媒体 CN Media 详情 →

GET /v1/search · platform=cn-mediaprovenance
{
  "id": "web_cn-_2e54…",
  "src": "web",
  "platform": "cn-media",
  "lang": "zh-CN",
  "title": "某平台更新开放 API 条款",
  "sentiment": {
    "score": -0.34,
    "label": "negative"
  },
  "entities": [
    "platform_x",
    "api_policy"
  ],
  "extra": {
    "freshness_s": 312,
    "outlet_tier": 1
  },
  "vec": "[1536 dims]",
  "prov": {
    "hash": "0x1ec77b44",
    "ts": "2026-07-04T09:12:41+08:00"
  }
}
Provenance · 平台政策与诉讼是行业的结构性风险。溯源账本让每条数据可辩护：采集来源、时间与授权路径全部可审计——对企业采购而言，这是合同能不能签的前提。