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In this tutorial, Sylvain from Parseur demonstrates how to parse PDF documents, specifically invoices and receipts, using a new extraction engine. He begins by creating a mailbox to parse emails and documents, focusing on uploading PDF invoices. Sylvain uploads two invoices from a coffee supplier and examines their contents: the first invoice includes basic information and a table with items, while the second spans two pages and features an additional delivery field. He then explains that the template creation is more visual compared to traditional PDF document parsing, noting that users can also opt for a text version of the engine if preferred.