RAG
6 articlesRAG Architecture Lessons from Practice
Building a retrieval-augmented generation system revealed patterns the tutorials don't cover. Contractions break search. Not everything needs an LLM. Full docum
Building ownwords: A Synthesis Coding Case Study
What separates synthesis coding from vibe coding isn''t the tools — it''s the decisions. This technical case study walks through the architectural choices,...
RAPTOR: Recursive Thinking for Smarter AI Retrieval – The Executive Code Podcast
I'm excited (and a bit nervous) to share the second episode of The Executive Code podcast, where my colleague Kirim and I explore the intersection of AI, e...
Why Vector Databases & Embeddings Used for Prompt Context are Limited for Personalized AI Assistants
As an artificial intelligence enthusiast who has been working in the technology and media industries all my career, I have seen the rise of personal AI ass...
The Neural Network Revolution: Why AI Will Make Traditional Databases Obsolete
The evolution of data storage and management has seen a significant shift in recent years. Traditional databases like relational and NoSQL have long been t...