As the era of large language models and generative AI dawns, AWS partners are uniquely positioned to help customers harness this transformative technology. However, the technical and operational complexities of moving to production-ready, scalable deployments pose significant challenges. we will introduce AWS Well-Architected Generative AI Lens, a consistent approach for customers to evaluate architectures that use large language models (LLMs) to achieve their business goals. This lens addresses common considerations relevant to model selection, prompt engineering, model customization, workload integration, and continuous improvement. Specifically excluded from this lens are best practices associated with model training and advanced model customization techniques. We identify best practices that help you architect your cloud-based applications and workloads according to AWS Well-Architected design principles gathered from supporting thousands of customer implementations. Check out G...