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In this tutorial, Sylvain from Parseur introduces a new engine designed for parsing PDF documents, specifically focused on extracting data from invoices and receipts. The demonstration begins with the creation of a mailbox for providers to parse emails and documents, although only document uploads are used for this demo. Sylvain uploads two invoices from a coffee supplier and examines their contents. The first invoice includes basic information and a table with items, subtotal, and grand total. The second invoice spans two pages and contains an additional delivery field. Sylvain emphasizes the visual aspect of creating a template for parsing, noting that the document is not converted to text, but a text version is also available if preferred.