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Real-estate search from text queries: metrics and features

Design real-estate search without explicit filters: the user enters a free-form text query. How would you define metrics, listing features, query/user context, and the first retrieval/ranking setup?

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Real-estate search from text queries: metrics and features — interview question — ML Mentor