This book presents the proceedings from the Fifth Workshop on Recommender Systems in Fashion and Retail (2023), highlighting the latest advances in AI-driven technologies for e-commerce, retail, and fashion. With contributions from leading academic and industry researchers, it explores how AI-powered recommender systems address key challenges and enable innovations in personalization and beauty, size and fit recommendations, and helping brands deliver more tailored and engaging shopping experiences.