16
Designing Generative AI Platforms and Solutions
Deploying generative AI at scale in an enterprise introduces new complexities around infrastructure, tooling, and operational processes required to harness its potential while managing risks. This chapter explores the essential components for building robust generative AI platforms and examines Retrieval-Augmented Generation (RAG), an effective architecture pattern for generative applications. Additionally, we highlight near-term generative AI solution opportunities ripe for business adoption across industries. With the right platform foundations and a pragmatic approach focused on delivering tangible value, enterprises can start realizing benefits from generative AI today while paving the way ...
Get The Machine Learning Solutions Architect Handbook - Second Edition now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.
