RAG in 30 Minutes: Make AI Answer From Your Own Documents

Hosted by Aki Wijesundara and Manu Jayawardana

Thu, Jun 25, 2026

10:00 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

What RAG is, in plain language

The whole idea without the jargon, so you understand why it beats a generic chatbot for real work.

Turn your docs into a knowledge base

Take a folder of your own files and make AI answer questions strictly from them.

Make it cite its sources

The three mistakes that make RAG unreliable, and how to get answers you can actually trust.

Why this topic matters

Generic AI answers are easy. Answers grounded in your own documents are where the real value is. In this free 30 minute session you see how RAG works in plain language and build a simple version that answers strictly from your own files, with no made-up facts. You leave knowing how to point AI at your knowledge and trust what comes back.

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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