Generative AI (GenAI) is currently a hot topic in the tech world. It's a subset of artificial intelligence that focuses on creating new content, such as text, images, or music. One popular type of GenAI component is the Large Language Model (LLM), which can generate human-like text based on a prompt. Retrieval-Augmented Generation (RAG) is a technique that enhances the accuracy and reliability of generative AI models by grounding them in external knowledge sources. While most GenAI applications and related content are centered around Python and its ecosystem, what if you want to write a GenAI application in Java?
In this blog post, we'll look at how to write GenAI applications with Java using the Spring AI framework and utilize RAG for improving answers.