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In this video tutorial, Sylvain from Parseur introduces a new engine designed for extracting data from PDF documents, specifically invoices and receipts. He begins by setting up a mailbox to parse documents, noting that the demo will focus on uploaded documents rather than emails. Sylvain uploads two invoices from a coffee supplier, showcasing their structure: basic information, item tables, subtotals, and grand totals. The second invoice spans two pages and includes an additional delivery field. He emphasizes the visual aspect of the template creation process, stating it differs from traditional PDF parsing, as the document is not converted to text. There's also an option to use a text version of the engine.