Chapter 9: Building a GPT-3-Powered Question-Answering App

Up to this point, we've looked at (and written) a lot of code. But we haven't actually created a fully functional app. Well, that's what we're going to do now. In this chapter, we're going to build a simple but powerful web app that lets users ask questions that GPT-3 will answer from a knowledge base we will provide. The app could be used to answer any kind of questions, but we're going to use it to answer questions people might have about us – an ask me anything app. So, imagine a website that recruiters or a potential employer could use to ask questions about your skills, accomplishments, and experience. Not looking for a new job? No problem. Again, this app can be used for just about any question-answering application – so maybe a GPT-3-powered product FAQ, or a GPT-3-powered teaching assistant – it's completely up to you. We'll start with a quick overview of...