From what I read it looks like you're in the clear! I looked up Jacksonville at www.municode.com and found this....
Sec. 4-86. - Keeping of horses, livestock, poultry, and rabbits.
(a)
Horses may only be kept within the City of Jacksonville as permitted in the City of Jacksonville Zoning...