You just claimed that Catholics believe in the Bible so show us book, chapter and verse where it is taught to pray to those who have departed this world.
Throughout the New Testament, people ask other people to pray for them. E.g., Saint Paul.
Since these same people, when they die, are still alive in God, in heaven, to cease asking them to pray for us seems just plain silly.