Aki Wijesundara
Manu Jayawardana
Free Lesson

RAG From Zero: Answer From Your Own Docs

30 min
Aug 5, 2026 10:00 AM

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.

The smallest pipeline that works

The few moving parts you actually need to go from documents to grounded answers.

Why this topic matters

Generic AI answers are easy. Answers grounded in your own documents are where the real value sits. 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 nothing made up. We take a folder of documents and wire up the smallest pipeline that retrieves and answers from them. You leave knowing how to point AI at your own knowledge and trust what comes back.

You'll learn from

Aki Wijesundara

Aki Wijesundara

AI Advisor | Educator | Google AI Accelerator Alum

Google
Meta
OpenAI
Amazon Web Services
NVIDIA
Manu Jayawardana

Manu Jayawardana

AI Founder | Co-Founder & CEO at TAI Labs | Co-Founder of Snapdrum

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