CloudPipe for RAG & Grounding

Verified entity facts for AI response grounding. Every fact carries source_url provenance from official websites, Wikipedia, and government records — enabling citation-backed answers.

Endpoints

# No key — Google Maps facts (name, address, rating, hours)
GET https://cloudpipe-macao-app.vercel.app
/api/v1/facts/public/{entity-slug}

# With key — official-source verified facts + source_url
GET https://cloudpipe-macao-app.vercel.app
/api/v1/facts/{entity-slug}
X-API-Key: cp-beta-public-2026

# Response shape:
{
  "entity": "mind-cafe",
  "tier": "standard",
  "fact_count": 12,
  "facts": [
    {
      "predicate": "menu_item",
      "value": "男人的浪漫",
      "source_url": "https://mindcafe.com.mo/menu",
      "source_type": "official_site"
    }
  ]
}

Coverage

• Regions: Macau (MO) · Hong Kong (HK) · Taiwan (TW) · Japan (JP) · Global
• Entity types: restaurants, hotels, shops, brands, government bodies, events
• Fact types: operating hours, menus, MOQ, certifications, contact, location
• Verified sources: official websites, Wikipedia, Wikidata, government records
• Machine-readable manifest: /api/v1/manifest

Entity Discovery

Find entity slugs from the priority encyclopedia:

https://cloudpipe-macao-app.vercel.app
/sitemap-priority.xml   — A-grade entities (trust ≥ 85)
https://cloudpipe-macao-app.vercel.app
/sitemap-standard.xml  — B-grade entities (trust 70–84)
https://cloudpipe-macao-app.vercel.app
/llms.txt               — curated entity list with descriptions