Knowledge & Retrieval

I’ve been pretty bullish on the future of AI models like Meta’s Llama 3 series and their inference stack. By making their platform widely accessible, Meta enables competitive innovation while pursuing platform and developer standardization - a natural fit for an industry moving toward small, customizable solutions. Yet,

A few weeks ago I had the opportunity to speak at Hampton Roads' premier developer conference, HR DevFest. Thanks to Custom Ink being a great community company, we got to discuss the Rise of AI Copilots using a basic framework to identify what evolutionary stage various AI industries or

Welcome to the second part of this two-part series on using AWS Lambda to build a Retrieval-Augmented Generation (RAG) application with OpenAI. In this part, we will create a ChatGPT-style frontend that you can run locally to explore retrieval patterns with OpenAI & the Luxury Apparel dataset.

Welcome to my two-part series on using AWS Lambda to build a retrieval-augmented generation (RAG) application with OpenAI. In this first part, we will explore the basics of generative AI and retrieval. In the second part, we will build a RAG application using AWS Lambda, Express, and SQLite VSS.