The Latin Patriarchate Complex, founded in 1876 under the guidance of Father Macagno and Father Bandoli, represents a significant historical and educational institution in Karak. Established at the behest of the Latin Patriarchate of Jerusalem, the complex quickly became a hub of religious and academic activity. Among its initial endeavors were the establishment of Our Lady of the Rosary Church, a convent, an elementary school, and a kindergarten, along with housing for the priests.

In 1900, the Ottoman Empire granted the church a license to open a boys' school, followed shortly by the establishment of a girls' school two years later. The arrival of the Rosary Sisters from Palestine in 1904 marked a pivotal moment, as they began teaching French, Italian, English, Arabic, and religious studies. The Latin Patriarchate Complex played a vital role in the education of girls, offering instruction from kindergarten through the fourth grade, providing Christian students with a distinct advantage upon transitioning to government schools, which typically started at the fifth-grade level. Today, visitors to the complex can immerse themselves in Karak's rich history through a captivating photo exhibition showcasing life in the region from the 1800s to the early 1900s.