Is it possible to use EmberJS components in the index.html file?

I searched through a good amount of the documentation and did some decent research online but can't seem to find a definitive answer on this.

Is is possible to use components from EmberJS inside the index.html file?

I notice they use and such, but I don't quite understand why/how they use it.