In refers to rest or motion inside something.

I have no money in my pocket.

There are many Indian doctors in England.

Into refers to movement.

Put this letter into your pocket.

I hope you won’t get into any difficulty.

(You will hear people say such things as: "Put some sugar in your tea"; but it is better to say into.)