Fire officials initially wrote on Twitter at 8:48 a.m. about the one-alarm fire at 119 Randall St.
About 10 minutes later, fire officials said the blaze was declared under control.
Two women were rescued by firefighters and taken to a hospital to be treated for their injuries, which are not considered life-threatening, fire officials said.
Fire crews also rescued five cats from the home and Animal Care and Control officials responded to help take care of the cats.
No other information about the blaze was immediately available.