Methods and systems provide generative apparel recommendations within a conversational platform. In one embodiment, the
system generates, using an visual AI (
artificial intelligence) model, one or more new images depicting a person in an input image with one or more different apparel items and / or hair styles than depicted in the input image. The
system inputs the one or more AI generated new images into a visual AI model where the visual AI model being trained to identify apparel patterns and accessory, apparel and / or clothing item components. The
system identifies, by the visual AI model, apparel patterns from the input one or more AI generated new images and extracts accessory, apparel and / or clothing item components. The system curates a set of apparel items based on at least the extracted accessory, apparel and / or clothing item components. The system provides for display, via a
user interface, the curated set of apparel items.