documents

Master the Model Context Protocol — from your first call to secure enterprise Azure deployment: architecture, async Python, servers, clients, tools, resources, security.

The complete transformer architecture, Third Epoch Edition — from tokens to Mixture of Experts, every mechanism and formula worked by hand.

Retrieval-Augmented Generation, end to end — the five-stage pipeline, chunking, optimization, evaluation, and enterprise hardening.

A complete theory reference for Retrieval-Augmented Generation — from fundamentals to production architecture.