AWS Machine Learning - AI

MARCH 14, 2025

In this post, we create a computer use agent demo that provides the critical orchestration layer that transforms computer use from a perception capability into actionable automation. You can recreate this example in the us-west-2 AWS Region with the AWS Cloud Development Kit (AWS CDK) by following the instructions in the GitHub repository.

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AWS Machine Learning - AI

MAY 1, 2025

We will deep dive into the MCP architecture later in this post. Using a client-server architecture (as illustrated in the following screenshot), MCP helps developers expose their data through lightweight MCP servers while building AI applications as MCP clients that connect to these servers.

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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.

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AWS Machine Learning - AI

JANUARY 13, 2025

Amazon Q Business as a web experience makes AWS best practices readily accessible, providing cloud-centered recommendations quickly and making it straightforward to access AWS service functions, limits, and implementations. The following demos are examples of what the Amazon Q Business web experience looks like.

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AWS Machine Learning - AI

MARCH 26, 2025

Its improved architecture, based on the Multimodal Diffusion Transformer (MMDiT), combines multiple pre-trained text encoders for enhanced text understanding and uses QK-normalization to improve training stability. Use the us-west-2 AWS Region to run this demo. An Amazon SageMaker domain. Access to Stability AIs SD3.5

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AWS Machine Learning - AI

APRIL 22, 2025

To address these challenges, Infosys partnered with Amazon Web Services (AWS) to develop the Infosys Event AI to unlock the insights generated during events. The services used in the solution are granted least-privilege permissions through AWS Identity and Access Management (IAM) policies for security purposes.

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AWS Machine Learning - AI

NOVEMBER 22, 2023

Yes, the AWS re:Invent season is upon us and as always, the place to be is Las Vegas! are the sessions dedicated to AWS DeepRacer ! Generative AI is at the heart of the AWS Village this year. You marked your calendars, you booked your hotel, and you even purchased the airfare. And last but not least (and always fun!)

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Xebia

SEPTEMBER 24, 2024

AWS offers a range of security services like AWS Security Hub, AWS GuardDuty, Amazon Inspector, Amazon Macie etc. This post will dive into how we can monitor these AWS Security services and build a layered security approach, emphasizing the importance of both prevention and detection.

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AWS Machine Learning - AI

MARCH 7, 2024

However, Amazon Bedrock and AWS Step Functions make it straightforward to automate this process at scale. Step Functions allows you to create an automated workflow that seamlessly connects with Amazon Bedrock and other AWS services. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow.

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AWS Machine Learning - AI

MARCH 20, 2025

Our partnership with AWS and our commitment to be early adopters of innovative technologies like Amazon Bedrock underscore our dedication to making advanced HCM technology accessible for businesses of any size. We are thrilled to partner with AWS on this groundbreaking generative AI project. John Canada, VP of Engineering at Asure.

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Xebia

DECEMBER 16, 2024

Initially, our industry relied on monolithic architectures, where the entire application was a single, simple, cohesive unit. Ever increasing complexity To overcome these limitations, we transitioned to Service-Oriented Architecture (SOA). The first demo app does not have a database yet, but we will add it later.)

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AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. AWS Prototyping developed an AWS Cloud Development Kit (AWS CDK) stack for deployment following AWS best practices.

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AWS Machine Learning - AI

NOVEMBER 21, 2024

We guide you through deploying the necessary infrastructure using AWS CloudFormation , creating an internal labeling workforce, and setting up your first labeling job. Solution overview This audio/video segmentation solution combines several AWS services to create a robust annotation workflow. We demonstrate how to use Wavesurfer.js

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AWS Machine Learning - AI

APRIL 30, 2024

This outcome is achieved with a combination of AWS IAM Identity Center and Amazon Q Business. Many AWS enterprise customers use Organizations, and have IAM Identity Center organization instances associated with them.

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TechCrunch

MARCH 9, 2021

Last year , for example, Dfinity launched a proof of concept for an ‘open’ version of the professional social network, LinkedIn — which it punningly called ‘LinkedUp’ It went on to demo a TikTok clone — and to open TIC up to outside developers last summer. gallery ids="2122777,2122775,2122776"].

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CloudSphere

MARCH 17, 2021

Last year, the annual AWS re:Invent conference was a three-week-long virtual event that was free to attend. As we have seen in previous years, re:Invent is never short of news, compelling use cases from customers and partners, and updates to the AWS portfolio. New Updates to AWS Well-Architected Framework.

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OverOps

SEPTEMBER 9, 2019

In this blog, Lorenzo Conti, Principal Implementation Engineer, OverOps and Artem Danielov, CTO, FlashGrid , share their experience with building an event capture system in AWS that spans three availability zones. The question our team faced was whether or not it’s possible to set up an Oracle RAC database in AWS.

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AWS Machine Learning - AI

DECEMBER 18, 2024

Prerequisites Before proceeding, make sure that you have the necessary AWS account permissions and services enabled, along with access to a ServiceNow environment with the required privileges for configuration. AWS Have an AWS account with administrative access. For AWS Secrets Manager secret, choose Create and add a new secret.

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AWS Machine Learning - AI

JUNE 12, 2024

The following diagram illustrates the solution architecture. This solution uses an Amazon Cognito user pool as an OAuth-compatible identity provider (IdP), which is required in order to exchange a token with AWS IAM Identity Center and later on interact with the Amazon Q Business APIs. A VPC where you will deploy the solution.

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Honeycomb

NOVEMBER 28, 2022

Today, we’re announcing the expansion of Honeycomb integrations with various AWS services. This update now covers a much wider swath of AWS services, makes it easier to integrate your AWS stack with Honeycomb, and with our new BubbleUp enhancements , you’ll be identifying and debugging hidden issues in your AWS stack faster than ever.

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AWS Machine Learning - AI

AUGUST 26, 2024

AWS makes it possible for organizations of all sizes and developers of all skill levels to build and scale generative AI applications with security, privacy, and responsible AI. In this post, we dive into the architecture and implementation details of GenASL, which uses AWS generative AI capabilities to create human-like ASL avatar videos.

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AWS Machine Learning - AI

MAY 31, 2024

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using the Amazon Web Services (AWS) tools without having to manage infrastructure. The following diagram depicts a high-level RAG architecture.

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AWS Machine Learning - AI

FEBRUARY 25, 2025

This post demonstrates how you can use Amazon Bedrock Agents to create an intelligent solution to streamline the resolution of Terraform and AWS CloudFormation code issues through context-aware troubleshooting. This setup makes sure that AWS infrastructure deployments using IaC align with organizational security and compliance measures.

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AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we explore how to deploy distilled versions of DeepSeek-R1 with Amazon Bedrock Custom Model Import, making them accessible to organizations looking to use state-of-the-art AI capabilities within the secure and scalable AWS infrastructure at an effective cost. Watch this video demo for a step-by-step guide.

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Kentik

JUNE 7, 2023

Regardless of the catalyst (and despite a number of benefits), one outcome is always the same: limited visibility into end-to-end performance across AWS, Azure, GCP, and on-prem. Centralized logs from AWS Transit Gateways don’t require access to flow logs for every attached VPC. What are Flow Logs and AWS Transit Gateways?

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TechCrunch

MAY 10, 2022

During the program, industry “experts” and past founders in the Architecture, Engineering and Construction (AEC) space will provide participants with “strategic guidance” on product and go-to-market strategy, “while preparing the company for success and future financing from top-tier venture capital firms,” say the organizers. “So

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AWS Machine Learning - AI

DECEMBER 22, 2023

Amazon Lex supplies the natural language understanding (NLU) and natural language processing (NLP) interface for the open source LangChain conversational agent embedded within an AWS Amplify website. Solution architecture The following diagram illustrates the solution architecture.

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Stackery

MARCH 26, 2019

AWS Summit Santa Clara is one day away and you’ve barely looked at the agenda. Here are our five recommendations: 1) To find sessions and navigate the event, download the AWS Summits mobile app. We don’t have a booth, but schedule a demo with us and we’ll show you how to create amazing apps with confidence. You’re not alone.

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AWS Machine Learning - AI

JUNE 11, 2024

Such a flow can run in each needed AWS Region supported by Amazon Bedrock to address any compliance needs of their customers. In addition, to secure the usage of Amazon Bedrock with least privilege, Wiz uses AWS permission sets and follows AWS best practices. The following diagram illustrates this architecture.

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O'Reilly Media - Ideas

JULY 9, 2020

Microsoft’s demo is, well, a demo, and the research paper is a research paper. And while Microsoft’s demo may show that programmers may eventually be liberated from the task of coding up simple functions, the code-generating engine was certainly built by a team of programmers, and possibly a large one.

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AWS Machine Learning - AI

SEPTEMBER 12, 2024

Architecture The solution uses Amazon API Gateway , AWS Lambda , Amazon RDS, Amazon Bedrock, and Anthropic Claude 3 Sonnet on Amazon Bedrock to implement the backend of the application. The following diagram illustrates the solution architecture.

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AWS Machine Learning - AI

SEPTEMBER 26, 2024

AWS is uniquely positioned to help you address these challenges through generative AI, with a broad and deep range of AI/ML services and over 20 years of experience in developing AI/ML technologies. A high-level RAG architecture is shown in the following figure. The technician’s question is used to search the knowledge base.

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AWS Machine Learning - AI

JULY 2, 2024

The following diagram illustrates the solution architecture. Figure 1: Solution architecture The workflow for the solution is as follows: The doctor interacts with the Streamlit frontend, which serves as the application interface. The request includes the doctor’s ID, a list of patient IDs to filter by, and the text query.

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AWS Machine Learning - AI

OCTOBER 22, 2024

In this post, we explore how organizations can address these challenges and cost-effectively customize and adapt FMs using AWS managed services such as Amazon SageMaker training jobs and Amazon SageMaker HyperPod. The following demo provides a high-level, step-by-step guide to using Amazon SageMaker training jobs.

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AWS Machine Learning - AI

JULY 29, 2024

In this post, we show how native integrations between Salesforce and Amazon Web Services (AWS) enable you to Bring Your Own Large Language Models (BYO LLMs) from your AWS account to power generative artificial intelligence (AI) applications in Salesforce. For this post, we use the Anthropic Claude 3 Sonnet model. Choose Connect.

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AWS Machine Learning - AI

SEPTEMBER 24, 2024

Working with the AWS Generative AI Innovation Center , DoorDash built a solution to provide Dashers with a low-latency self-service voice experience to answer frequently asked questions, reducing the need for live agent assistance, in just 2 months. You can deploy the solution in your own AWS account and try the example solution.

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Stackery

FEBRUARY 26, 2020

I wanted to share a fantastic talk from a recent Portland Serverless Architecture Meetup on AWS CloudFormation , how to get started, and how Stackery can help. Team Stackery has been hosting the PDX Serverless Architecture meetup at our Portland office since June of 2018, although the meetup began the year before.

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