The device shown in the video is an "octocopter", similar to this one:
http://www.steadidrone.eu/octocopter-ei8ht/
Big problem: flight time is around 10-15 minutes maximum, and it has to get there and back again in that time. So unless you live within a few hundred metres of your nearest Amazon depot, you're going to be out of luck...