In the first example the fact that the house was bought last year is 'essential' to the meaning of the sentence. In the second sentence the fact that the house was bought last year is 'not essential' - it is being given as a form of additional information.
New words, one handy idiom, and a 2-minute quiz — delivered to your inbox to keep your streak alive.