Variational AutoEncoders Autoencoders have emerged as an architecture for knowledge illustration and technology. Amid them, Variational Autoencoders (VAEs) get noticed, introducing probabilistic encoding and opening new avenues for numerous purposes. In this article, we are going to investigate the architecture and foundationalDirectly beneath AI,