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Build a multi-tenant generative AI environment for your enterprise on AWS

AWS Machine Learning - AI

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. API Gateway also provides a WebSocket API.

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Responsible AI in action: How Data Reply red teaming supports generative AI safety on AWS

AWS Machine Learning - AI

Red teaming , an adversarial exploit simulation of a system used to identify vulnerabilities that might be exploited by a bad actor, is a crucial component of this effort. Specifically, we discuss Data Replys red teaming solution, a comprehensive blueprint to enhance AI safety and responsible AI practices. What is red teaming?

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The AWS Cloud Migration Checklist Every Business Needs for a Smooth Transition

Mobilunity

For medium to large businesses with outdated systems or on-premises infrastructure, transitioning to AWS can revolutionize their IT operations and enhance their capacity to respond to evolving market needs. AWS migration isnt just about moving data; it requires careful planning and execution. Need to hire skilled engineers?

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Hybrid vs. Multi-cloud: The Good, the Bad and the Network Observability Needed

Kentik

The public clouds (representing Google, AWS, IBM, Azure, Alibaba and Oracle) are all readily available. Outlined in light blue is the hybrid cloud which includes the on-premises network, as well as the virtual public cloud (VPC) in the AWS public cloud. Application developers can easily change network configurations.

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Advanced RAG patterns on Amazon SageMaker

AWS Machine Learning - AI

This post discusses RAG patterns to improve response accuracy using LangChain and tools such as the parent document retriever in addition to techniques like contextual compression in order to enable developers to improve existing generative AI applications. Before you get started with the solution, create an AWS account.

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The Good and the Bad of Kubernetes Container Orchestration

Altexsoft

Kubernetes load balancer to optimize performance and improve app stability The goal of load balancing is to evenly distribute incoming traffic across machines, enabling an app to remain stable and easily handle a large number of client requests. But there are other pros worth mentioning.

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AWS vs Azure vs Google Cloud: What’s the best cloud platform?

Openxcell

Through AWS, Azure, and GCP’s respective cloud platforms, customers have access to a variety of storage, computation, and networking options.Some of the features shared by all three systems include fast provisioning, self-service, autoscaling, identity management, security, and compliance. What is AWS Cloud Platform?: