Generative AI on AWS

Chris Fregly, Antje Barth, Shelbee Eigenbrode

How to take generative AI to production on AWS: choose a foundation model, adapt it (prompting, fine-tuning, RLHF), ground it with RAG, and deploy it cost-effectively.

A practical guide to building generative-AI applications on AWS: foundation models, prompt engineering, fine-tuning, RLHF, RAG with knowledge bases, agents, and deployment with Amazon Bedrock and SageMaker.