This talk explores how modern AI tools can bridge the gap between developers and adopters, transforming documentation into an interactive, continuously improving resource.\n\nFocusing on Retrieval-Augmented Generation (RAG) in Elixir, it highlights how RAG can enhance both the creation and interaction with documentation, making it more engaging and effective. Attendees will learn about core RAG principles, handling fuzzy code searches, and mitigating security risks, offering a roadmap for small teams to create impactful documentation that supports growth and adoption.