In this talk, James Bentley (Awin), shares his story of going from zero knowledge of python to building RAG tools, chatbots, and even multi-modal AI prototypes in under a year by using GPT4 as a coding assistant. He shares his ups, his downs, and tips on how to move fast, and not break too many things. He will also give his first ever live demo of a project.