Afterward the children of Israel shall return, and seek Yahweh their God, and David their king, and shall come with trembling to Yahweh and to his blessings in the last days.
In other words, God is saying, "Now go take your wife again, love her again though she has become a prostitute and has left you. Go, and take her, love her again."