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In this tutorial by Sylvain from Parseur, he demonstrates how to parse PDFs using a new engine designed for extracting data from documents like invoices and receipts. He begins by creating a mailbox to process emails and documents, although the demo focuses solely on uploaded documents. Sylvain uploads two invoices from a coffee supplier, highlighting key elements such as the invoice details, item tables, subtotals, and grand totals. The second invoice spans two pages and includes a delivery field. He explains that the template creation process is more visual and does not convert documents to text, but a text version of the engine is also available for those who prefer it.