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That is, this should 'just work':
plot_ly(mtcars, x = ~wt, y = ~mpg, z = ~disp) %>% add_markers() %>% add_annotations(text = row.names(mtcars))
The tricky bit here is that the annotation array needs to be placed under layout.scene.annotations, not layout.annotations
layout.scene.annotations
layout.annotations