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Building an Apartment Finder with Search API for London and San Francisco

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This tutorial shows how to build a Python and Streamlit apartment finder using the Valyu SDK. It converts a renter's requirements into neighbourhood-specific searches across rental websites such as OpenRent, Rightmove, Zillow and Craigslist. The tool merges duplicate URLs, normalises weekly rents to monthly figures, and lets users review listings before building a downloadable shortlist. Example briefs cover London and San Francisco, with budgets and neighbourhoods presented as adjustable inputs rather than market claims. Readers need Python 3.11 or later and a Valyu API key.

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