Byte Pair Encoding (BPE) Explained with the Banana Bandana Example
August 12, 2025
Breaking down BPE with a fun, step-by-step example that you can actually try yourself.
Tag: llms
Beyond the Prompt: Crafting Sophisticated AI Responses Through Contextual Integration
June 14, 2025
A deep dive into Retrieval-Augmented Generation (RAG) and how it's revolutionizing AI responses by combining context-aware retrieval with sophisticated text generation.
Start Small: Practical AI System Design from Experience
April 6, 2025
After working on model-driven systems and facing real-world challenges, I've learned that simpler, smaller, and well-observed systems scale better than complex ones.