Do you think it is necessary to buy expensive gifts for friends when can't ?

Sometimes people buy huge expensive gifts for the sake of friendship and sometimes they might not be able to afford it. Do you think it is necessary to buy expensive gifts for more money which we can't afford? Sometimes I feel guilt for not buying expensive or costlier gifts and most times I go for cheap gifts.