He was educated at the Petit Séminaire and the Grand Séminaire of Québec. He was ordained a priest in 1778, and began his career as a teacher. One of his noteworthy students was Joseph-Octave Plessis, who actually preceded Panet as archbishop of the Roman Catholic Archdiocese of Quebec.