Basically you need to adjust the value of the variable fringe-indicator-alist . Look at its default value with Ch v fringe-indicator-alist and remove the indicators you don't want to see.
Another simpler solution would be to disable visual-line-mode (which leads to the display of triangles). Adding this file to the init file should do the trick:
(visual-line-mode -1)
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