Learn by understanding, then building.
Concept explainers, hands-on tutorials, and working notes about artificial intelligence and software.
How To
How To Build a RAG Pipeline
A step-by-step guide to building a Retrieval-Augmented Generation pipeline from scratch using Python, FAISS, and Claude.
RAG · Python · Claude · Tutorial
3 min read
What Is
What Is RAG?
Understanding Retrieval-Augmented Generation — how combining search with LLMs creates more accurate, grounded AI systems.
RAG · LLMs · Vector Database · NLP
3 min read
What Is
What Is a Transformer?
A beginner-friendly explanation of the Transformer architecture that powers modern AI — from attention mechanisms to why it changed everything.
Transformers · NLP · Deep Learning · LLMs
3 min read