Easiest (probably cheapest too) source of probiotics is Greek yogurt. In India we just call it curd, and it is a part of our daily human diet.
It has active culture bacteria, the good kind.
If your dog can take it as is, a dollop with every meal is recommended. If not water it down and let him drink it.