Marketplace - AI Agent - Hotel Matcher
An AI agent that matches free-text hotel names — including typos and variants — to verified records using RAG-based vector search and LLM reasoning.
Solution Details
- Difficulty Level
- BEGINNER
- Solution Type
- AI Agent Recipe
- Author
- OnePoint
- Published on
- Jan 12, 2026
- Last updated on
- Apr 22, 2026
Get Started
Get StartedKey Features
- Match hotel names from free text — with or without address — using semantic embedding similarity.
- Match hotel names from free text — with or without address — using semantic embedding similarity.
- Return structured JSON with full hotel attributes including name, address, city, and match confidenc
- Build & populate a hotel knowledge base using a utility process with automated embedding generation
- Extend the matching pattern to other entities— suppliers, customers, or products—with minimal change
How it works
Hotel Name Harmonisation Across Suppliers
Resolves discrepancies in hotel names supplied by different booking platforms or data providers, ensuring consistent records across systems without manual cleansing or lookup table maintenance.
Data Integration and Migration Deduplication
Harmonizes hotel records when consolidating data from multiple sources during migration projects, preventing duplicates and ensuring a clean, unified dataset in the target system.
Conversational Hotel Booking Standardization
Standardizes user-inputted hotel names during AI chatbot or booking interactions, resolving informal or misspelled inputs into verified records for accurate reservation and confirmation processing.
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Applications Required
- OP Database
- OP Intelligence
- OpenAI