down the street
Literally, close to someone or something else that is located on the same street. Amy and I grew up down the street from each other and have been best friends since we were five years old. The car mechanic is right down the street—you can't miss it.
down the street
a short distance away on this same street. Sally lives just down the street. There is a drugstore down the street. It's very convenient.