AWS Machine Learning - AI

DECEMBER 24, 2024

To simplify infrastructure setup and accelerate distributed training, AWS introduced Amazon SageMaker HyperPod in late 2023. In this blog post, we showcase how you can perform efficient supervised fine tuning for a Meta Llama 3 model using PEFT on AWS Trainium with SageMaker HyperPod. architectures/5.sagemaker-hyperpod/LifecycleScripts/base-config/

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AWS Machine Learning - AI

NOVEMBER 15, 2024

With the QnABot on AWS (QnABot), integrated with Microsoft Azure Entra ID access controls, Principal launched an intelligent self-service solution rooted in generative AI. Principal also used the AWS open source repository Lex Web UI to build a frontend chat interface with Principal branding.

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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. It contains services used to onboard, manage, and operate the environment, for example, to onboard and off-board tenants, users, and models, assign quotas to different tenants, and authentication and authorization microservices.

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CIO

DECEMBER 20, 2024

As part of its storytelling ethos, the flight-status LLM will specify, for example, which precise weather event may be affecting a delayed flight and provide quick and useful information to customers about next actions.

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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. Adjust the following configuration to suit your needs, such as the Amazon EKS version, cluster name, and AWS Region.

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AWS Machine Learning - AI

NOVEMBER 13, 2024

For example, searching for a specific red leather handbag with a gold chain using text alone can be cumbersome and imprecise, often yielding results that don’t directly match the user’s intent. The AWS Command Line Interface (AWS CLI) installed on your machine to upload the dataset to Amazon S3.

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AWS Machine Learning - AI

DECEMBER 11, 2024

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. The following screenshot shows an example of an interaction with Field Advisor.

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AWS Machine Learning - AI

NOVEMBER 22, 2024

This post discusses how to use AWS Step Functions to efficiently coordinate multi-step generative AI workflows, such as parallelizing API calls to Amazon Bedrock to quickly gather answers to lists of submitted questions. Our pricing model varies depending on the project, but we always aim to provide cost-effective solutions.

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AWS Machine Learning - AI

APRIL 1, 2025

AWS App Studio is a generative AI-powered service that uses natural language to build business applications, empowering a new set of builders to create applications in minutes. Cross-instance Import and Export Enabling straightforward and self-service migration of App Studio applications across AWS Regions and AWS accounts.

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AWS Machine Learning - AI

APRIL 1, 2025

invoke(input_text=Convert 11am from NYC time to London time) We showcase an example of building an agent to understand your Amazon Web Service (AWS) spend by connecting to AWS Cost Explorer , Amazon CloudWatch , and Perplexity AI through MCP. This gives you an AI agent that can transform the way you manage your AWS spend.

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Tenable

NOVEMBER 18, 2024

AWS has released an important new feature that allows you to apply permission boundaries around resources at scale called Resource Control Policies (RCPs). AWS just launched Resource Control Policies (RCPs), a new feature in AWS Organizations that lets you restrict the permissions granted to resources. What are RCPs?

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CIO

DECEMBER 3, 2024

For example, IBM has developed hundreds of tools and approaches (or “journeys”) over the last 25 years which facilitate the modernisation process in organisations and meet a broad range of requirements. Take IBM Watson Code Assistant for Z, for example. IBM and Amazon Web Services (AWS) have partnered up to make this easier.

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Cloudera

DECEMBER 2, 2024

To that end, we’re collaborating with Amazon Web Services (AWS) to deliver a high-performance, energy-efficient, and cost-effective solution by supporting many data services on AWS Graviton. And AWS is a crucial ally for Cloudera in enabling companies to scale AI operations responsibly.

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AWS Machine Learning - AI

NOVEMBER 14, 2024

For example, “A corgi dog sitting on the front porch.” Examples include “oil paint,” “digital art,” “voxel art,” or “watercolor.” For example: “A winding river through a snowy forest in 4K, illuminated by soft winter sunlight, with tree shadows across the snow and icy reflections.”

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AWS Machine Learning - AI

NOVEMBER 26, 2024

Using vLLM on AWS Trainium and Inferentia makes it possible to host LLMs for high performance inference and scalability. For this example, we will use the 1B version, but other sizes can be deployed using these steps, along with other popular LLMs. xlarge instances are only available in these AWS Regions. You will use inf2.xlarge

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CIO

MAY 29, 2024

SAP is expanding its AI ecosystem with a partnership with AWS. Such AI partnerships are important for SAP, said Chief Technology Officer Jürgen Müller, pointing to other cooperations, for example with IBM, the chip manufacturer Nvidia and various universities. In addition, SAP is also working closely with Microsoft and Google on AI.

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AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. The following figure illustrates the high-level design of the solution.

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Xebia

OCTOBER 18, 2024

Jaffle Shop Demo To demonstrate our setup, we’ll use the jaffle_shop example. This dbt example transforms raw data into customer and order models. As expected, the example tables will be visible in the Unity Catalog UI. Moving to the Cloud (AWS) With the local setup complete, we’re ready to explore cloud deployment options.

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CIO

JUNE 28, 2023

Amazon Web Services (AWS) on Tuesday unveiled a new no-code offering, dubbed AppFabric, designed to simplify SaaS integration for enterprises by increasing application observability and reducing operational costs associated with building point-to-point solutions. AppFabric, which is available across AWS’ US East (N.

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TechCrunch

NOVEMBER 28, 2023

Unlike the rise of containers, for example, generative AI is an entirely new market. The rise of generative AI opens up a massive new market for the large cloud providers, but it’s also a bit of a reset. Some players who have long lagged behind in the overall cloud market — like Google — are […] © 2023 TechCrunch.

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AWS Machine Learning - AI

NOVEMBER 1, 2024

Organizations can now label all Amazon Bedrock models with AWS cost allocation tags , aligning usage to specific organizational taxonomies such as cost centers, business units, and applications. By assigning AWS cost allocation tags, the organization can effectively monitor and track their Bedrock spend patterns.

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AWS Machine Learning - AI

MARCH 27, 2025

Amazon Bedrock cross-Region inference capability that provides organizations with flexibility to access foundation models (FMs) across AWS Regions while maintaining optimal performance and availability. We provide practical examples for both SCP modifications and AWS Control Tower implementations.

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AWS Machine Learning - AI

MARCH 14, 2025

The computer use agent demo powered by Amazon Bedrock Agents provides the following benefits: Secure execution environment Execution of computer use tools in a sandbox environment with limited access to the AWS ecosystem and the web. For example, your agent could take screenshots, create and edit text files, and run built-in Linux commands.

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CIO

MAY 3, 2024

IBM has announced the expansion of its software portfolio to 92 countries in AWS Marketplace, a digital catalog with thousands of software listings from independent software vendors (ISVs). Since AWS is the cloud infra leader with thousands of enterprises and many of them overlap with IBM and RedHat using their SaaS solutions.

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CIO

DECEMBER 11, 2024

Organizations must decide on their hosting provider, whether it be an on-prem setup, cloud solutions like AWS, GCP, Azure or specialized data platform providers such as Snowflake and Databricks. They must also select the data processing frameworks such as Spark, Beam or SQL-based processing and choose tools for ML.

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Xebia

AUGUST 31, 2024

It’s a best practice to split your environments into separate AWS accounts. But it does bring some other challenges, for example: When you have a web application it usually has a frontend and an API that it uses. In the example given, I have shown you how to use an SSM parameter to share configuration across accounts.

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Perficient

MARCH 11, 2025

AWS CloudFormation, a key service in the AWS ecosystem, simplifies IaC by allowing users to easily model and set up AWS resources. This blog explores the best practices for utilizing AWS CloudFormation to achieve reliable, secure, and efficient infrastructure management. Why Use AWS CloudFormation?

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CIO

DECEMBER 18, 2024

Explaining further, Evans gave the example of the lead development skill being adapted to suit a recruitment workflow, wherein the lead development skill could be used to shortlist candidates to fill a vacant position.

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AWS Machine Learning - AI

OCTOBER 29, 2024

This solution uses decorators in your application code to capture and log metadata such as input prompts, output results, run time, and custom metadata, offering enhanced security, ease of use, flexibility, and integration with native AWS services.

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CIO

NOVEMBER 26, 2024

For instance, Capital One successfully transitioned from mainframe systems to a cloud-first strategy by gradually migrating critical applications to Amazon Web Services (AWS). For example, a financial services firm adopted a zero trust security model to ensure that every access request is authenticated and authorized.

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AWS Machine Learning - AI

MARCH 3, 2025

Hybrid architecture with AWS Local Zones To minimize the impact of network latency on TTFT for users regardless of their locations, a hybrid architecture can be implemented by extending AWS services from commercial Regions to edge locations closer to end users. Next, create a subnet inside each Local Zone. Amazon Linux 2).

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AWS Machine Learning - AI

NOVEMBER 6, 2024

Throughout this post, we provide detailed code examples and explanations for each step, helping you seamlessly integrate Amazon Bedrock FMs into your code base. You can interact with Amazon Bedrock using AWS SDKs available in Python, Java, Node.js, and more. We walk through a Python example in this post.

Software Review 101

Software Review Artificial Inteligence Generative AI AWS 101

CIO

DECEMBER 9, 2024

For example, IBM has developed hundreds of tools and approaches (or journeys) over the last 25 years which facilitate the modernisation process in organisations and meet a broad range of requirements. Take IBM Watson Code Assistant for Z, for example. IBM and Amazon Web Services (AWS) have partnered up to make this easier.

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AWS Machine Learning - AI

NOVEMBER 22, 2024

Seamless integration of latest foundation models (FMs), Prompts, Agents, Knowledge Bases, Guardrails, and other AWS services. Prerequisites Before implementing the new capabilities, make sure that you have the following: An AWS account In Amazon Bedrock: Create and test your base prompts for customer service interactions in Prompt Management.

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AWS Machine Learning - AI

DECEMBER 4, 2024

SageMaker Unified Studio combines various AWS services, including Amazon Bedrock , Amazon SageMaker , Amazon Redshift , Amazon Glue , Amazon Athena , and Amazon Managed Workflows for Apache Airflow (MWAA) , into a comprehensive data and AI development platform. Navigate to the AWS Secrets Manager console and find the secret -api-keys.

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Xebia

DECEMBER 25, 2023

My landing zone For my landing zone I used the Customizations for AWS Control Tower (CfCt) project. Service Catalog – Used to host all my AWS Service Catalog products used within my landing zone. For account creation I use aws-samples/aws-control-tower-automate-account-creation.

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AWS Machine Learning - AI

OCTOBER 11, 2024

It uses Amazon Bedrock , AWS Health , AWS Step Functions , and other AWS services. Some examples of AWS-sourced operational events include: AWS Health events — Notifications related to AWS service availability, operational issues, or scheduled maintenance that might affect your AWS resources.

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