Deputies said the home invasion happened at 4303 Ravinnia Dr. around 4 a.m. Saturday.
A man inside the house opened the door and the pair forced their way inside looking for cash. Deputies said the man was armed.
Deputies said there were 11 people inside the home at the time of the attack.
According to the Orange County Sheriff's office, while the woman looked for cash in the home, two of the victims, both men, were pistol whipped by the male suspect. Deputies said the two victims suffered only minor injuries and were treated on scene.
During the home invasion, two children came out of their room and one of the suspects pointed a gun at them, deputies said.
The man and woman then left the home and took off in a small car.
Deputies are asking anyone with information to call Crimeline at 1-800-423-TIPS.