CourseRetrieval-Augmented Generation: The Complete Course · Module 2: Document Ingestion and Parsing · part 16 of 95
Part 16 · Module 2: Document Ingestion and Parsing

Lesson 3: Tables, charts and footnotes that survive parsing

20 min read·13 Oct 2026
Module 2 · Lesson 3 · About 50 minutes · Needs: Lesson 2 (what a PDF stores, running headers and footers), basic Python lists and dictionaries

The situation

Hannah wants the rest of the P9 purifier guide in Hollin Answers before the pilot. Lesson 2 parsed page 2, the fan settings. Page 3 is harder. It has a table with merged header cells, two columns of text, a formula, a footnote, a pointer to page 2 and a bar chart.

Customers already ask about it. One wrote: "Will the P9 clean a 25 m² bedroom on Turbo?" The answer sits in one table row: 26.7 m² at 5 air changes an hour. This lesson follows that page, and that row, through four parsers, and finds what each one loses.

The rest of this course is yours to keep

This course is bought on its own, once, and stays readable afterwards, including the parts added to it later.