Josua Krause, PhDinStackademicA Backend Agnostic Redis InterfaceRediPy: A versatile backend-agnostic Redis interface offering in-process storage with the same API as networked Redis.7 min read·Nov 22, 2023----
Josua Krause, PhDDot Product is a Bad Distance FunctionWe visualize cosine similarity and dot products to gain an intuition for k-Nearest Neighbor search with surprising results.10 min read·Jul 27, 2023--1--1
Josua Krause, PhDAsymmetric Topic ModelsHow can we teach a dialog model to look up external information? We explore one technique and evaluate it against standard topic modeling.11 min read·Jun 29, 2023----
Josua Krause, PhDThe Problem with Teaching Language Models about the WorldChatGPT and other Large Language Models cannot access up-to-date information or facts. Why is that? What are potential solutions?6 min read·Jan 7, 2023--3--3