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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 such as invoices and receipts. He begins by creating a new mailbox for providers to parse documents, noting that the demo will focus solely on uploaded documents rather than emails. Sylvain uploads two sample invoices from a coffee supplier, showcasing the content of the first invoice, which includes basic information and a table with items, subtotal, and grand total. The second invoice spans two pages and features an additional delivery field. He then explains the creation of a visual template for parsing, highlighting its advantages over traditional text conversion, while also mentioning that a text version of the engine is available for those who prefer it.