Interactive AI learning
Understand AI
by exploring it
Learn complex topics intuitively through interactive visualizers and experiments. Walk through LLMs, transformers, RAG, and ontologies with visuals you can click, toggle, and reason about — not slides.
4walkthroughs
100%interactive
Freeopen learning
Suggested path
- 1LLM basics
- 2Transformer internals
- 3RAG pipelines
- 4Ontologies & graphs
Learning modules
Each topic is a self-contained walkthrough with diagrams, interactives, and real-world examples.
01Foundations
Introduction to LLMs
Karpathy-style overview: weights, training, fine-tuning, scaling, LLM OS, and security for engineers.
02Architecture
Transformer Architecture
Understand Self-Attention, Multi-Head Attention, and Encoder-Decoder blocks visually.
03Retrieval
RAG
Retrieve, augment, generate: interactive pipeline from indexing to grounded answers on internal docs.
04Knowledge
Ontologies
Build IT ontologies step by step — incidents, services, policies — for RAG and knowledge graphs.