Engineering a Multimodal Travel Planner on a 228,060-Edge Graph
A flight search engine answers a well-defined question: which available flights connect two airports? A door-to-door travel planner must answer a mo…
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I built an MCP server that lets AI agents book real hotel rooms (no OTA commission)
Booking.com takes 15-25% commission and owns the customer relationship. I run a small network of independent establishments in Luxembourg, and I wan…
Travel Planner Retrieval Design with Bounded Access Rules and Source Citations
Short answer: a travel itinerary planner needs a staged retrieval architecture with bounded access rules and source context attached to every answer…
Hotel MCPs Test
Building AI travel products, finding a hotel data source is a persistent problem. Integrate an OTA and the barrier is high with heavy commission. Bu…
Amadeus Self-Service shut down on July 17. Here's a drop-in replacement for flight prices
If your fare tracker, travel bot or class project suddenly can't reach test.api.amadeus.com or gets auth errors, it's not your code. Amadeus decommi…
How to Integrate the Amadeus API into a B2B Travel Portal
Originally published at sunnybadgujar.com . Amadeus is where most travel portals start, and for good reason: it's the largest GDS, the content is de…