In order to get Angular to work with the Rails asset pipeline we need to add to the Gemfile.
Add Angular to bower.json
Now that bower.json is setup with the right dependencies, let's install them:

bundle exec rake bower:install
Added Angular, the template helper, and the Angular app file structure.
Created an example page of how the rails backend will work with angular.