Can I rejuvenate a rubber O-ring?

I have a couple of O-rings in my swimming pool's filter/pump system that are leaking a touch. This is a 4 year old system so things are getting worn and the O-rings are a bit cracked. This is the final year we're keeping this above ground pool and I'm trying to make it last the season.
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