Frank Wittkampf

Why retrieval, not generation, makes RAG systems magical Frank Wittkampf · Follow Published in Towards Data Science · 8 min read · 12 hours ago — Quick POCs Most quick proof of concepts (POCs) which allow a user to explore data with the help of conversational AI simply blow you away. It feels like pure magic when you can all of a sudden talk to your documents, or data, or code base. These POCs work

How to improve accuracy, speed, and token usage of AI agents Frank Wittkampf · Follow Published in Towards Data Science · 12 min read · 1 hour ago — Most AI agents differ significantly from each other (image generated with MidJourney) Introduction The behavior of an AI agent is defined by two things: (1) the model it runs on and (2) the context that you provide to the model. How you provide this context determines