We can hardly tell you about visa validities if you don't even say what country you're from!
But assuming you can get a visa either in advance or on arrival depending or nationality, then yes, go into the city. It's only 45 minutes away.
Stay a few hours in a hotel, visit a few places, or just go for a nice massage.