AI Travel Agent Platform
Tripdeal AI
An AI-powered travel assistant that helps users discover destinations, answer travel questions, and receive personalized recommendations — backed by OpenSearch retrieval and intelligent room-mapping.
01 — AI Agent
Tripdeal AI Agent
A conversational travel assistant that helps users discover destinations, compare hotels, and get personalized recommendations through natural language. Built for real-time hotel search and booking workflows with context-aware follow-up questions.
Live AI agent — conversational hotel search and booking
02 — ChatGPT App
Tripdeal GPT App
A native ChatGPT app that brings Tripdeal's hotel search and booking capabilities directly inside ChatGPT. Powered by MCP (Model Context Protocol), it connects ChatGPT to live inventory, search tools, and booking flows without leaving the conversation.
ChatGPT app — live hotel inventory with MCP-powered tools
03 — Search Infrastructure
Tripdeal OpenSearch
Hybrid search infrastructure built on OpenSearch for fast, relevant hotel retrieval. Combines keyword matching with semantic vectors to surface the right properties, amenities, and room types across large supplier catalogs.
Location search — fast autocomplete across destinations
04 — Data Normalization
Tripdeal Room Mapping
An intelligent room mapping layer that normalizes heterogeneous room types from multiple hotel suppliers into a unified taxonomy. The system uses attribute extraction, fuzzy matching, and ML-assisted classification to align supplier-specific room names with canonical room categories.
- Maps supplier room names to a shared room taxonomy for consistent search and comparison
- Extracts bed types, views, board basis, and occupancy from unstructured supplier data
- Resolves duplicates and near-duplicates across GDS and direct-connect inventory
- Feeds normalized room data into OpenSearch for accurate filtering and agent responses
Tripdeal Room Mapping
Core capability powering this project.