Are you talking about the little rubber seal on the nose of the impeller? If so... that doesn't normally cause cavitation on it's own... but without it... you can't keep grease in the impeller, and you may rust the drive shaft to the impeller.
Your cavitation is probably from a bad wear ring, beat up impeller, or a leaking driveshaft seal.