DeveloperWeek Management 2024 + AI DevSummit 2024 (+ DW Europe/LATAM 2024)

Chaitra Mathur, AWS, Principal Solutions Architect

Generative AI applications offer us a unique opportunity to create new ideas and content, including stories, images, videos, and music. At the core of these applications is a Foundation Model (FM). Last year we saw lot of companies experiment and conduct Proof of Concepts using generative AI. In 2024, we anticipate these companies will be ready to take a lot of these to production. Experimentation is one thing but to run such an application in production brings whole set of new challenges. In this session, you will gain an understanding of different techniques to customize a Large Language Model which is a subset of FM, challenges in productionizing a generative AI application and learn how to operationalize for scale using LLMOps. You will see an example pipeline for continuous integration, deployment, and tuning such an application using AWS services.