I saw on your roadmap you have:
Add advanced search options

Something that is very useful for me is the ability to search within a folder and its subfolders rather than site-wide. Is this something you were planning on adding, and if not, please? Many of my pictures are from the day before tagging was popular, so there is no way to easily confine a search to a specific set of pictures that live within a folder hierarchy now.