I don't have any plans for the whole day today, so I will relax. Your sentence is not wrong, but its meaning is very strange. It means that because you have no plans for this one day, the entire rest of your life will be relaxed.

I don't have any plans for the whole day today, so I will just relax and enjoy life today.