In 1893, Father Israël Norbert Dumont had a small, modern church built in Connors. Unfortunately, it was completely destroyed by fire. While awaiting its reconstruction, a temporary chapel was set up in the Ladies' Hall of the Institute, located on the second floor of Mr. Bob Connors' barn. 

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In May 1961, a new church was built on the hill facing the cemetery, with construction lasting six months. 

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Today, Notre-Dame du Rosaire Church continues to serve the parish community of Connors (Ward of Saint-François).