The document outlines the specifications for a final project for a Django on GAE course, which involves building a full Django web application that incorporates concepts learned in class such as forms, unit tests, generic views, and flatpages. Students are instructed to submit their project either by sending a zip file, committing it to Git, or deploying it to GAE. The project should utilize a simple GUI design shown in the document specifications with some AJAX search functionality similar to examples in class.