Two women were riding their horses on Bucklands Hill at around 10.15am on Sunday when the incident happened.
The dogs bit the horse’s legs and left it with serious injuries; the rider managed to fight them off.
One of the dogs is described as brindled and the other is described as either dark brown or black in colour.
They’re both believed to be Staffie cross breeds.