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 following diagram illustrates the architecture of the application.

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AWS Machine Learning - AI

OCTOBER 29, 2024

Recently, we’ve been witnessing the rapid development and evolution of generative AI applications, with observability and evaluation emerging as critical aspects for developers, data scientists, and stakeholders. In this post, we set up the custom solution for observability and evaluation of Amazon Bedrock applications.

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Generative AI Applications AWS Knowledge Base 108

Prisma Clud

NOVEMBER 22, 2024

Unmanaged cloud resources, human error, misconfigurations and the increasing sophistication of cyber threats, including those from AI-powered applications, create vulnerabilities that can expose sensitive data and disrupt business operations. Enhance Security Posture – Proactively identify and mitigate threats to your AWS infrastructure.

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AWS Machine Learning - AI

OCTOBER 17, 2024

During re:Invent 2023, we launched AWS HealthScribe , a HIPAA eligible service that empowers healthcare software vendors to build their clinical applications to use speech recognition and generative AI to automatically create preliminary clinician documentation.

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AWS Machine Learning - AI

NOVEMBER 7, 2024

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.

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AWS Machine Learning - AI

NOVEMBER 15, 2024

At AWS, we are committed to developing AI responsibly , taking a people-centric approach that prioritizes education, science, and our customers, integrating responsible AI across the end-to-end AI lifecycle. These dimensions make up the foundation for developing and deploying AI applications in a responsible and safe manner.

Applications 108

Applications Generative AI AWS Artificial Inteligence 108

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

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. Field Advisor serves four primary use cases: AWS-specific knowledge search With Amazon Q Business, weve made internal data sources as well as public AWS content available in Field Advisors index.

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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

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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CIO

NOVEMBER 22, 2024

Generative AI has the potential to redefine productivity, create novel applications, and reinvent customer experience. However, both AWS and Caylent have helped dozens of organizations adopt generative AI, and Backeberg and Henderson understand that starting this journey can be daunting.

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AWS Machine Learning - AI

NOVEMBER 20, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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AWS Machine Learning - AI

NOVEMBER 22, 2024

Cloud providers have recognized the need to offer model inference through an API call, significantly streamlining the implementation of AI within applications. AWS Step Functions is a fully managed service that makes it easier to coordinate the components of distributed applications and microservices using visual workflows.

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Dzone - DevOps

MARCH 28, 2025

This blog post discusses an end-to-end ML pipeline on AWS SageMaker that leverages serverless computing, event-trigger-based data processing, and external API integrations. The architecture downstream ensures scalability, cost efficiency, and real-time access to applications.

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TechCrunch

APRIL 20, 2022

Amazon Web Services (AWS) today launched a new program, AWS Impact Accelerator , that will give up to $30 million to early-stage startups led by Black, Latino, LGBTQIA+ and women founders. But critics contend that AWS Impact Accelerator doesn’t go far enough in supporting historically marginalized entrepreneurs.

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CIO

DECEMBER 20, 2024

United claims to be among the earliest users of the Amazon SageMaker ML platform, and it has leveraged its own United Data Hub and AWS Bedrock-based Mars ML platform to create this first batch of production gen AI LLMs. These are prime applications for leveraging AI and many organizations are doing these things, Nag says.

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Airlines Generative AI Artificial Inteligence AWS 197

Dzone - DevOps

JANUARY 27, 2025

AWS Lambda is enhancing the local IDE experience to make developing Lambda-based applications more efficient. These new features enable developers to author, build, debug, test, and deploy Lambda applications seamlessly within their local IDE using Visual Studio Code (VS Code).

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AWS Machine Learning - AI

DECEMBER 10, 2024

In this post, we explore how Amazon Q Business plugins enable seamless integration with enterprise applications through both built-in and custom plugins. This provides a more straightforward and quicker experience for users, who no longer need to use multiple applications to complete tasks. Choose Add plugin.

Applications 97

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AWS Machine Learning - AI

NOVEMBER 13, 2024

Prerequisites To implement the proposed solution, make sure that you have the following: An AWS account and a working knowledge of FMs, Amazon Bedrock , Amazon SageMaker , Amazon OpenSearch Service , Amazon S3 , and AWS Identity and Access Management (IAM). Amazon Titan Multimodal Embeddings model access in Amazon Bedrock.

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CIO

DECEMBER 10, 2024

AWS Amazon Web Services (AWS) is the most widely used cloud platform today. Central to cloud strategies across nearly every industry, AWS skills are in high demand as organizations look to make the most of the platforms wide range of offerings. Job listings: 80,650 Year-over-year increase: 1% Total resumes: 66,497,945 4.

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AWS Machine Learning - AI

NOVEMBER 1, 2024

With demand for generative AI applications surging across projects and multiple lines of business, accurately allocating and tracking spend becomes more complex. This scalable, programmatic approach eliminates inefficient manual processes, reduces the risk of excess spending, and ensures that critical applications receive priority.

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TechCrunch

NOVEMBER 29, 2023

There’s been a debate of sorts in AI circles about which database is more important in finding truthful information in generative AI applications: graph or vector databases. AWS decided to leave the debate to others by combining the best of both capabilities in a new service announced today at AWS re:Invent called Neptune Analytics.

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CIO

DECEMBER 3, 2024

Two things play an essential role in a firm’s ability to adapt successfully: its data and its applications. Which is why modernising applications is so important, especially for traditional businesses – they need to keep pace with the challenges facing trade and commerce nowadays. That’s why the issue is so important today.

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Industry AWS Banking Agile 183

AWS Machine Learning - AI

MARCH 14, 2025

Organizations building and deploying AI applications, particularly those using large language models (LLMs) with Retrieval Augmented Generation (RAG) systems, face a significant challenge: how to evaluate AI outputs effectively throughout the application lifecycle.

Knowledge Base 78

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AWS Machine Learning - AI

DECEMBER 19, 2024

However, adding generative AI assistants to your website or web application requires significant domain knowledge and the technical expertise to build, deploy, and maintain the infrastructure and end-user experience. Prerequisites In this section, we walk through how to set up an Amazon Q Business application, permissions, and user access.

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AWS Machine Learning - AI

DECEMBER 23, 2024

Customers need better accuracy to take generative AI applications into production. Lettria , an AWS Partner, demonstrated that integrating graph-based structures into RAG workflows improves answer precision by up to 35% compared to vector-only retrieval methods. By modeling data as a graph, you capture more of the context and intent.

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CIO

AUGUST 23, 2024

Among these, four entities explicitly named Amazon Web Services (AWS) as their cloud service provider, accessing the services through Chinese intermediaries rather than directly from AWS. The report also shows how US companies are profiting from China’s increasing demand for computing resources.

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TechCrunch

NOVEMBER 28, 2023

Amazon is launching an AI-powered chatbot for AWS customers called Q. Unveiled during a keynote at Amazon’s re:Invent conference in Las Vegas this morning, Q — starting at $20 per user per year — can answer questions like “how do I build a web application using AWS?”

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CIO

MARCH 20, 2025

Oracle has added a new AI Agent Studio to its Fusion Cloud business applications, at no additional cost, in an effort to retain its enterprise customers as rival software vendors ramp up their agent-based offerings with the aim of garnering more market share. billion in 2024, is expected to grow at a CAGR of 45.8%

Cloud 135

Cloud Artificial Inteligence Enterprise AWS 135

CIO

JUNE 11, 2024

With a shortage of IT workers with AI skills looming, Amazon Web Services (AWS) is offering two new certifications to help enterprises building AI applications on its platform to find the necessary talent. AWS expects to release more courses over the next few months. AWS has been adding new certifications to its offering.

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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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AWS Machine Learning - AI

NOVEMBER 14, 2024

ComfyUI is an open source, node-based application that empowers users to generate images, videos, and audio using advanced AI models, offering a highly customizable workflow for creative projects. Start with 28 denoising steps to balance image quality and generation time. For the Guidance Scale (CFG), set it between 3.5–4.5

Engineering 110

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CIO

MAY 29, 2024

SAP is expanding its AI ecosystem with a partnership with AWS. The cloud hyperscalers AWS, Google and Microsoft are also important platform partners to operate SAP’s cloud applications. The cloud hyperscalers AWS, Google and Microsoft are also important platform partners to operate SAP’s cloud applications.

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AWS Machine Learning - AI

MARCH 3, 2025

These latency-sensitive applications enable real-time text and voice interactions, responding naturally to human conversations. Their applications span a variety of sectors, including customer service, healthcare, education, personal and business productivity, and many others. Next, create a subnet inside each Local Zone.

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AWS Machine Learning - AI

NOVEMBER 6, 2024

Amazon maintains the flexibility for model customization while simplifying the process, making it straightforward for developers to use cutting-edge generative AI technologies in their applications. You can then process and integrate this output into your application as needed. We walk through a Python example in this post.

Software Review 113

Software Review Artificial Inteligence Generative AI AWS 113

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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AWS Machine Learning - AI

NOVEMBER 7, 2024

Although the principles discussed are applicable across various industries, we use an automotive parts retailer as our primary example throughout this post. A web application serves as the frontend interface where users can initiate parts lookup requests. A user interacts with the Car Parts Agent through a web application interface.

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Lambda Enterprise Automotive Knowledge Base 124