The power of Retrieval Augmented Generation (RAG) for LLMs is transformative, and AWS tools can help unlock this potential. This talk explores how to use vector databases, custom silicon with Inferentia, and LLMs on SageMaker and BedRock to augment your RAG systems. Learn how to maintain up-to-date reference documents, execute relevancy searches, and deliver accurate responses, all while...
Unlock the power of Generative AI with AWS GenAI! Dive into Amazon Bedrock, Trainium, Sagemaker, and more. Discover how to build, scale, and optimize your AI applications efficiently, cost-effectively, and at scale. Don't just keep up with the AI revolution, lead it!
EKS Blueprints help you compose complete EKS clusters that are fully bootstrapped with the operational software needed to deploy and operate workloads. With EKS Blueprints, you describe the configuration for the desired state of your EKS environment using modular IaC (Terraform or CDK)
Eager to decipher AWS networking? Let's simplify! From VPC to Transit Gateway and VPC Lattice, this talk demystifies core AWS networking services, introducing you to the critical security mechanisms and empowering you for your cloud journey. Dive in and transform your understanding of AWS!
Karpenter simplifies K8s infrastructure with the right nodes at the right time. It automatically launches just the right compute resources to handle your cluster's applications. It is designed to let you take full advantage of the cloud with fast and simple provisioning for Kubernetes clusters.
AWS Fault Injection Simulator (FIS) is a fully managed service for running fault injection experiments to improve an application’s performance, observability, and resiliency. Learn how you can use it to improve resiliency and availability of your workloads.
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