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Abhi from Gokjedb demonstrates how to generate a PDF file using Puppeteer. He starts by navigating to Amazon.com, searching for sunglasses, and storing the product prices in an array. The average price is then calculated and checked to be over $30. A PDF file named wiki.pdf is generated, and the program is run in headless mode with success. By changing the assertion to expect the average price to be over $300, the program fails, highlighting the importance of accurate assertions.