do not be afraid to take Mary as your wife

This can also be translated as, "Stop thinking that you shouldn't marry Mary" or, "Do not hesitate to have Mary as your wife."

is from the Holy Spirit

That is, "was conceived by a miracle of the Holy Spirit."