As title hints at, I'm a dumbfuck new to biking. I'm looking at getting a bike to travel around my city, which is very flat, about 4 miles or so a day, and I want to use it for a couple years. But I've never really ridden bikes before and know nothing about them.

What should I look for? What information do I need to know to pick a good bike to buy?