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Platform Coverage

Region	Platform	Method
🇮🇱 Israel	Ontopo + Tabit	Direct API
🇷🇴 Romania / Bucharest	Bookingham	Browser handoff (primary)
🇷🇴 Romania / Bucharest	OpenTable	Browser handoff (fallback, thin)
🇫🇷🇮🇹🇪🇸 Europe	TheFork	Browser handoff
🇺🇸 NYC	OpenTable + Resy	Browser handoff
🌍 Worldwide	Michelin Guide	Direct API (Algolia)

TheFork note: TheFork does not support Romania — any Bucharest query silently redirects to Paris (verified 2026-03-21). Use Bookingham for Romania.

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Features

• Declarative city registry — adding a new city is a data change only (city_registry.py). No code changes needed for common platforms.
• Personal saves first — automatically checks your Google Maps "Want to Go" list (wanttogo_by_city.json) before any community/editorial source. Your saves are always kai_pick ⭐.
• Multi-platform routing — detects the right booking system per city automatically
• Michelin filter — Bib Gourmand + Selected only; stars excluded by default (see Michelin note below)
• Curated lists — TLV, NYC, Barcelona, Bucharest, Marseille, Genova, Messina, Valletta and more
• No CC stored — payment always via browser handoff, never raw card data in code
• Israel-first — Ontopo covers ~1,000 IL restaurants; Tabit covers the rest

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Supported Cities

City	Country	Platforms	Michelin	Notes
Tel Aviv	🇮🇱 IL	Ontopo, Tabit	❌ Not indexed	Maps curated list + Time Out IL
New York	🇺🇸 US	Resy, OpenTable	✅	Full Michelin + curated 64-place list
Barcelona	🇪🇸 ES	TheFork	✅	Michelin + Bib Gourmand
Bucharest	🇷🇴 RO	Bookingham, OpenTable	❌ Not indexed	Community curated + your Maps saves
Marseille	🇫🇷 FR	TheFork	✅	Curated list
Genova	🇮🇹 IT	TheFork	✅	Curated list
Messina	🇮🇹 IT	TheFork	✅	Curated list
Valletta	🇲🇹 MT	Mozrest	❌	TheFork thin; Mozrest primary

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Bucharest

Bucharest has dedicated support with a locally-curated restaurant list:

Booking: Bookingham.ro (dominant local reservation platform) → OpenTable fallback

Curated picks (community-researched + personal Maps saves ⭐):

• NOUA — best restaurant in Bucharest, modern Romanian, tasting menu (~€75)
• Kaiamo ⭐, Vacamuuu ⭐, Osho ⭐, Nor Sky ⭐, Kupaj Gourmet ⭐ — personal saves
• Kane, deSoi, Ierbar, La Hambar, Lacrimi și Sfinți, Caru' cu Bere, Hanu' lui Manuc
• Le Bistrot Français — signed by 2-Michelin-star chef Tom Meyer
• Eggcetera ⭐ — breakfast (4.8 rating)

Michelin: Romania is not in the Michelin Guide. No stars, no Bib Gourmand.

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Personal Maps Integration

ClawCierge automatically surfaces places from your Google Maps "Want to Go" list before any editorial source:

memory/places/wanttogo_by_city.json   ← indexed by city (17 cities, 465 restaurants)
memory/places/bucharest.json          ← city-specific parsed saves
memory/places/athens.json
memory/places/barcelona.json

Personal saves are marked kai_pick: True and appear first in all curated lists. Community/Reddit research supplements — it never replaces.

Run python3 personal-data/parsers/parse_wanttogo.py to refresh the index from a new wanttogo.txt export.

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Setup

pip install requests
export RESERVATION_EMAIL="your@email.com"
export RESERVATION_PHONE="+1234567890"
export GOOGLE_MAPS_API_KEY="your-key"  # optional

Quick Start

from unified import search_and_format

# Tel Aviv
results = search_and_format("tel_aviv", date="2026-04-01", time="20:00", party_size=2)

# Bucharest
results = search_and_format("bucharest", date="2026-03-27", time="19:30", party_size=2)
print(results)

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Architecture

search_and_format()
    ├── city_registry.py  — declarative per-city config (platforms, Michelin, timezone, aliases)
    ├── maps.py           — curated lists (personal Maps saves first, community research second)
    │   └── wanttogo_by_city.json ← auto-loaded, highest signal source
    ├── recommender.py    — Michelin Algolia + Time Out (indexed countries only)
    ├── ontopo.py         — Israel direct API (Ontopo)
    ├── tabit.py          — Israel direct API (Tabit)
    ├── bookingham.py     — Romania browser handoff (Bookingham.ro)
    ├── thefork.py        — Europe browser handoff (NOT for Romania — redirects to Paris)
    └── opentable.py      — NYC + worldwide browser handoff

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Important Notes

• Tabit check_availability() creates a real ~15 min hold — always call delete_temp_reservation() on cancel
• Ontopo availability_search is read-only — safe to call freely
• Michelin doesn't cover Israel or Romania — fallback to curated Maps lists + Time Out
• TheFork doesn't support Romania — Bucharest queries redirect to Paris; use Bookingham
• OpenTable worldwide — US cities use metroId; international cities use term-based search

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OpenTable Metro IDs (US)

City	metroId
New York	4
Chicago	2
Los Angeles	3
San Francisco	5
Boston	6
Washington DC	7
Miami	8

International cities (including Bucharest) use term-based search: ?term=restaurant+{city}.

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License

MIT © Yonatan Hyatt