Hosting a generative AI application on AWS offers many opportunities but also presents unique challenges. The primary goal is to leverage serverless event-driven technologies to save costs, but there are technical limitations to consider, such as API Gateway’s integration timeout. This guide will explore various strategies to achieve a serverless architecture that supports real-time updates without being constrained by timeout limits.