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Microsoft’s Azure Open Source Day showcased a new reference application built using cloud-native tools and services, with a focus on Microsoft’s own open source tools. The application is designed to help owners reunite with lost pets, using machine learning to quickly compare photographs of a missing animal with images from animal shelters, rescues, and community sites. At the heart of the application is an open source machine learning model from the Hugging Face community, which provides a large selection of different tools and services.