It's inconvenient, but if you add a preview for a book and then check your library, the download options for the book are listed. Here's a screencap of a small section of my library.
The Gnostic Gospels has been added as a preview, but not yet purchased. I can see that if I buy it, it'll be an Adobe DRM EPUB.