RAG Over PDFs With Charts and Screenshots

Hosted by Aki Wijesundara and Manu Jayawardana

Tue, Jul 7, 2026

9:00 PM UTC (30 minutes)

Virtual (Zoom)

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AI Engineering Bootcamp & Certificate
Aki Wijesundara, PhD and Manu Jayawardana
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What you'll learn

Stop losing charts to the parser

Extract page images alongside text so the visual parts of a PDF stay searchable instead of getting dropped.

Let a vision model read the figures

Have the model describe charts and screenshots so their content becomes retrievable like any other passage.

Answer from the picture, not the caption

Get responses grounded in what a chart actually shows, even when nothing nearby says it in words.

Why this topic matters

A normal PDF parser grabs the text and silently throws away every chart, diagram, and screenshot, which is often where the real information is. In this free 30 minute session you build a pipeline that pulls both the text and the page images out of a PDF, then lets a vision model read the charts so retrieval can use them. You watch a question about a trend line get answered from the picture, not a caption. You leave able to point RAG at real reports and slide decks without losing half the document to the parser.

You'll learn from

Aki Wijesundara

AI Advisor | Educator | Google AI Accelerator Alum

Aki Wijesundara is an AI leader with a PhD in Machine Learning and extensive experience mentoring startups at Google’s AI Accelerator. With a career spanning both research and applied AI, Aki has taught 5,000+ students worldwide how to design and deploy production-ready AI systems.

He has worked across cutting-edge areas of applied AI, from LangChain and RAG pipelines to observability and large-scale deployment. As a researcher and educator, Aki bridges the gap between theory and practice, making complex systems approachable and actionable for engineers, founders, and product leaders.

Aki is also a frequent speaker and advisor to organizations adopting AI, helping them transition from experimentation to production at scale.

Manu Jayawardana

AI Founder | Co-Founder & CEO at Krybe | Co-Founder of Snapdrum

Manu Jayawardana is a serial entrepreneur with multiple AI startup successes.

He is also the Co-Founder of Snapdrum, an AI consultancy helping companies integrate and automate their businesses using AI. Through Snapdrum, Manu has worked with top startups and enterprises across the U.S., Europe, and Asia, advising on automation, product development, and AI strategy.

Currently, Manu is the Co-Founder & CEO of Krybe, an AI voice agent startup in London transforming how businesses automate customer interactions. His experience spans fundraising, scaling products, and leading teams to deliver production-grade AI solutions adopted globally.

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