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Under the hood, it uses https://github.com/pdfminer/pdfminer.six which expects the text to be stored as text.

You mean the PDFSegmenter Executor in the notebook?

Yes

PDFSegmenter also extracts images, which can then be OCR'ed in the next step of the pipeline