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The Travel Preference Graph replaces destination-first search with intent-first discovery. The framework maps preferences, budgets, group dynamics, and travel goals to generate personalized recommendations. This approach reduces travel planning from days of research to seconds by treating geography as an output of lifestyle signals.
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