spelling - How to identify the correct pronunciation for letter "g" before "i" or "e"

It's really confusing when to be sure if the letter g is to be pronounced like giraffe or like girl. Both are followed by i. So how can we know the difference? On the other hand, we have gender and general. So is there a rule?