Xebia
DECEMBER 21, 2024
When you use AWS, you can interact with it through the console, sdk, or cli. But what if you want to test the API from your local machine or the cloud shell from the console? You can use it to perform any API call that supports sigv4, but for the majority of services, the AWS cli tool is the best tool for the job.
AWS Machine Learning - AI
NOVEMBER 6, 2024
AWS provides a powerful set of tools and services that simplify the process of building and deploying generative AI applications, even for those with limited experience in frontend and backend development. The AWS deployment architecture makes sure the Python application is hosted and accessible from the internet to authenticated users.
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AWS Machine Learning - AI
MARCH 4, 2025
To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. This allows teams to focus more on implementing improvements and optimizing AWS infrastructure. This systematic approach leads to more reliable and standardized evaluations.
AWS Machine Learning - AI
NOVEMBER 13, 2024
Recognizing this need, we have developed a Chrome extension that harnesses the power of AWS AI and generative AI services, including Amazon Bedrock , an AWS managed service to build and scale generative AI applications with foundation models (FMs). The user signs in by entering a user name and a password.
AWS Machine Learning - AI
APRIL 9, 2025
Careful model selection, fine-tuning, configuration, and testing might be necessary to balance the impact of latency and cost with the desired classification accuracy. Before migrating any of the provided solutions to production, we recommend following the AWS Well-Architected Framework. seconds.
AWS Machine Learning - AI
NOVEMBER 26, 2024
AWS Trainium and AWS Inferentia based instances, combined with Amazon Elastic Kubernetes Service (Amazon EKS), provide a performant and low cost framework to run LLMs efficiently in a containerized environment. We also demonstrate how to test the solution and monitor performance, and discuss options for scaling and multi-tenancy.
AWS Machine Learning - AI
NOVEMBER 7, 2024
It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. The generative AI playground is a UI provided to tenants where they can run their one-time experiments, chat with several FMs, and manually test capabilities such as guardrails or model evaluation for exploration purposes.
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