I agree with what MarkP says.

decorators caulk is simple to use and using a damp cloth or a wet finger wipes away to leave the crack or gap filled perfectly. Try to cut the nozzle on the end of the tube when its in the gun, at an angle that you will be holding the gun at, also try to cut the end of the nozzle the same size as the gap you`re wanting to fill, it saves a lot of waste as well this way.
cheers and good luck
Allan