Genetically, they're too far apart to breed naturally. There's been too much evolutionary drift between humans and chimps for breeding to occur naturally. Some other related species are close enough to inter-breed, such as lions and tigers and horses and donkeys. They haven't drifted far enough apart yet for breeding to be impossible.
So we're genetically close because we are descended from them, but genetically too far apart to reproduce. Okay.