According to the Dallas Police Department, the blaze was reported in the 400 block of East 9th Street in the Oak Cliff neighborhood.
Dallas officials said that four people were rushed to the hospital in unknown conditions, and that it was unknown whether there were any deaths.
Crews were first responding to the scene for a gas leak at 12:47 p.m., and two minutes later, they arrived. That's when officials say the fire erupted.
The third-alarm response brought nearly 100 firefighters to the scene to help contain the fire and protect nearby residents, officials said.
Images shot from over the fire response showed smoke rising into the sky from large piles of debris.
Police said that a family assistance center was established at a high school near the scene, and urged families to go there instead of the active fire scene to obtain assistance and information.
A neighbor told ABC affiliate WFAA that the explosion blew out the windows of her nearby apartment and that she was shaken by the experience, adding that it sounded like a bomb had gone off.