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This video tutorial explains document understanding, focusing on structured and semi-structured documents. Structured documents have a consistent layout and predictable data extraction, like application forms. Semi-structured documents are more variable in layout, presenting challenges due to the different data fields. Examples include invoices and POS documents. The discussion aims to create a process for handling these variations efficiently.