Keep is technically part of the Google Drive suite, so whatever you enter into Keep will get automatically synced to the cloud. Nothing to worry about there!
Keep has a Trash folder that keeps deleted items for 7 days before they're gone forever. If you don't get to it in time, then it's irretrievable.