For ages, I was just another ChatGPT user—searching, brainstorming, you know the drill. But then Spring AI was released, and a light bulb went off: what if I index all our documentation and blog posts to build a bot that could actually answer users' questions about our products? As it turns out, there's a name for this magic trick—Retrieval-Augmented Generation (RAG).

Visit my talk for a wild ride as we break the RAG concept down bit by bit. We'll understand embeddings, figure out how to obtain and store them, and how we further work with them. And of course, the grand finale: creating a simple bot that knows our docs inside and out. Join me and let’s turn the Spring AI foundation into a really useful knowledge base helper!