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Conversational Fashion Outfit Generator

Authors:

Narsaiah Putta, Rahul Kasula, K. Vishal Reddy

Abstract - In today’s fast-paced digital world, to choose an apt outfit can be so overwhelming due to its huge options and its fashion trends. Customary e-commerce platforms rely on keyword-based searches, in addition to manual filtering, making the process time-consuming and inefficient, especially for users who are unsure about what they want.  The Conversational Fashion Outfit Generator is one AI-powered fashion recommendation system designed for simple outfit discovery. It is unlike shopping platforms that are conventional. It enables the user to describe fashion needs in language that is natural, such as "I need a stylish pastel outfit for a summer wedding". Using Generative AI, CLIP embeddings, and multi-modal search, the system generally understands the query and retrieves the most relevant out-fits.

Keywords - Semantic Search, Multimodal Embeddings, Fashion Recommendation System.