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How to make bend lines/arrows with TikZ?

I draw arrows in TikZ often by that:

\draw [->] (begin_point.south) -- ++(0,-4) -| (end_point.north);

Now I would like to make the arrows more fluent like the figure shows, could anyone tell me how to do that?

enter image description here

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