Zoo is an open-source project launched by Replicate, providing a platform for experimenting with text-to-image models. Users can leverage stable diffusion models and a range of other models to generate realistic images from any textual input. Zoo's strength lies in offering diverse and efficient models, giving users a wide array of choices.