There is no evidence of rat bites causing rabies in humans. Rat bites need to be addressed mainly with wound care, Tt vaccine and antibiotics.
Next Steps
In your case, your doctor has started the right post exposure prophylaxis. Kindly follow his instructions and you will be fine
Health Tips
Rabies vaccine can be taken but there is no literature documentation about it