There is no O-ring. Just undo the small nut at the top of the tap, then wrap about 3 inches of lightly rolled PTFE tape (just hold one end and roll it forwards across your leg) around the spindle and screw the nut back down. It adds to the packing that performs the sealing function.
My plumber told me, July 2008