Can we download epubs?

Is it still possible to download epubs from online to a kindle, or does it have to be a pdf now? A friend of mine told me she couldn’t get an epub to download last month and that she had to do a pdf instead, but I’ve been away from my kindle and figured I should ask here to see if anyone knows what’s up before I try to troubleshoot!