You do not have to delete the documents but instead, you can easily move them by clicking on 'More' and subsequently on 'Switch: Purchase/Sales'. To move more documents at once, first select the documents that should be moved (by clicking on the box next to the invoice) and follow the above-mentioned steps.

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