One group solemnly sang "Ave Maria" as they watched the devastation in shock and sadness.
The massive fire engulfed the upper reaches of the cathedral as it was undergoing renovations.
Flames toppled the spire and damaged one of the landmark rectangular towers, but the main structure of the church and the historic artworks inside were spared damage.
French President Emmanuel Macron has pledged to rebuild the church.