Does markitdown have the ability to do join Lines for paragraphs?

[DannyRavi]

I use markitdown to convert PDFs and translate and analyze the texts inside them, unfortunately I have to manually use join lines to reconstruct the paragraphs for input into the translation or text processing software. Is there a solution to automate this?
I actually want to go from image 1 where the lines are separate to image 2 where the lines form a perfect paragraph.

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image 1: before join lines

image 1: after join lines