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In this tutorial, Sylvain from Parseur demonstrates how to parse PDFs using a new engine designed for extracting data from documents like invoices and receipts. He begins by creating a new mailbox for providers, which will parse emails and documents. For the demo, he uploads two invoices from a coffee supplier. The first invoice has basic information and a simple item table, while the second spans two pages and includes an extra delivery field. Sylvain emphasizes the visual nature of the template creation process, noting that the PDF is not converted to text. However, he mentions that users can opt for a text version of the engine if preferred.