You have to talk to him. Just press the e key. Then, the penultimate thing is to exchange items, take her or his weapon away, give him your weapon, and it will automatically be this weapon. So are others. But sometimes when exchanging equipment, you find that the clothes he has already equipped are normal, and you can't take this away.