Aki Wijesundara, PhD
Manu Jayawardana
Free Lesson

Structure Knowledge with OKF

30 min
Oct 26, 2026 10:00 AM

What you'll learn

Structure knowledge so retrieval just works

Apply the framework to a real set of documents and see quality improve.

Name and link files for agent navigation.

Use naming and linking rules that let an agent find things without search.

Apply one structure at personal and team scale

Use the same approach for your own vault and a shared team system.

Why this topic matters

A markdown vault and a production vector store answer the same question: how doesthe agent know what it needs to know. OKF is a framework for structuring knowledge soretrieval works reliably at both scales, without tuning. Most retrieval problems areorganisation problems, and this is the layer where they get fixed.

You'll learn from

Aki Wijesundara, PhD

Aki Wijesundara, PhD

AI Advisor | Educator | Google AI Accelerator Alum

Google
Meta
OpenAI
Amazon Web Services
NVIDIA
Manu Jayawardana

Manu Jayawardana

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

See all products from TAI Labs
Get free access