AWS Machine Learning - AI

APRIL 1, 2025

Were excited to announce the open source release of AWS MCP Servers for code assistants a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow. This post is the first in a series covering AWS MCP Servers.

AWS 119

AWS Software Review Knowledge Base Artificial Inteligence 119

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. You can use AWS services such as Application Load Balancer to implement this approach. On AWS, you can use the fully managed Amazon Bedrock Agents or tools of your choice such as LangChain agents or LlamaIndex agents.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

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. AWS HealthScribe will then output two files which are also stored on Amazon S3.

AWS 112

AWS Artificial Inteligence Generative AI Machine Learning 112

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 103

AWS Load Balancer Software Review Artificial Inteligence 103

CIO

DECEMBER 26, 2024

Being a successful IT consultant requires knowing how to walk in the shoes of your IT clients and their business leaders, says Scott Buchholz,CTO of the government and public services sector practice at consulting firm Deloitte. As a result, for IT consultants, keeping the pulse of the technology market is essential.

Fractional CTO 187

Fractional CTO Technical Review Technical Advisors How To 187

AWS Machine Learning - AI

NOVEMBER 13, 2024

In this post, you will learn how to extract key objects from image queries using Amazon Rekognition and build a reverse image search engine using Amazon Titan Multimodal Embeddings from Amazon Bedrock in combination with Amazon OpenSearch Serverless Service. Amazon Titan Multimodal Embeddings model access in Amazon Bedrock.

AWS 115

AWS Engineering Serverless eCommerce 115

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. sync) pattern, which automatically waits for the completion of asynchronous jobs.

Generative AI 96

Generative AI AWS Technical Review Backup 96

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.

AWS 107

AWS Generative AI Technical Review Artificial Inteligence 107

CIO

NOVEMBER 22, 2024

To that end, Kristen Backeberg, Director of Global ISV Partner Marketing at AWS, and Val Henderson, President and CRO at Caylent, recently sat down to discuss maybe the most important consideration around adoption: How to tailor your generative AI strategy around clear goals that can drive your organization forward.

Generative AI 195

Generative AI AWS Energy Innovation 195

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.

AWS 287

AWS Programming Training Banking 287

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.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

Xebia

APRIL 5, 2023

I heard multiple times that AWS scans public GitHub repositories for AWS credentials and informs its users of the leaked credentials. So I am curious to see this for myself, so I decided to intentionally leak AWS credentials to a Public GitHub repository. Below you will find detailed information about every event.

AWS 246

AWS Policies Testing Linux 246

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. In this post, we will walk you through how you can quickly deploy Meta’s latest Llama models , using vLLM on an Amazon Elastic Compute Cloud (Amazon EC2) Inf2 instance. You will use inf2.xlarge choices[0].text'

Artificial Inteligence 104

Artificial Inteligence AWS Artificial Intelligence Generative AI 104

AWS Machine Learning - AI

MAY 2, 2025

David Copland, from QARC, and Scott Harding, a person living with aphasia, used AWS services to develop WordFinder, a mobile, cloud-based solution that helps individuals with aphasia increase their independence through the use of AWS generative AI technology. The following diagram illustrates the solution architecture on AWS.

Generative AI 86

Generative AI AWS Lambda Authentication 86

Dzone - DevOps

JANUARY 27, 2025

AWS Lambda is enhancing the local IDE experience to make developing Lambda-based applications more efficient. Overview The improved IDE experience is part of the AWS Toolkit for Visual Studio Code. The toolkit also includes sample applications that demonstrate how to iterate on your code both locally and in the cloud.

Lambda 93

Lambda AWS Applications Testing 93

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.

AWS 101

AWS Software Review Technical Review Generative AI 101

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. In the following sections, we explain how to deploy this architecture.

Generative AI 123

Generative AI Lambda Applications AWS 123

CIO

APRIL 30, 2025

Some cloud architect roles are tailored to AWS or Azure while others may be targeted at specific knowledge areas such as infrastructure or blockchain. This credential certifies your ability to manage AWS applications and infrastructure, and the associate level exam is for those with at least one year of hands-on experience with AWS.

Cloud 163

Cloud AWS Azure Disaster Recovery 163

AWS Machine Learning - AI

APRIL 10, 2025

In this post, we demonstrate how to effectively perform model customization and RAG with Amazon Nova models as a baseline. Solution overview To evaluate the effectiveness of RAG compared to model customization, we designed a comprehensive testing framework using a set of AWS-specific questions.

Case Study 122

Case Study Artificial Inteligence Study Generative AI 122

AWS Machine Learning - AI

NOVEMBER 6, 2024

In this post, we explore how to integrate Amazon Bedrock FMs into your code base, enabling you to build powerful AI-driven applications with ease. Prerequisites Before you dive into the integration process, make sure you have the following prerequisites in place: AWS account – You’ll need an AWS account to access and use Amazon Bedrock.

Software Review 119

Software Review Artificial Inteligence Generative AI AWS 119

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.

AWS 79

AWS Artificial Inteligence Technical Review Systems Review 79

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. Candidates for this certification can sign up for an AWS Skill Builder subscription to check three new courses exploring various concepts.

Artificial Inteligence 173

Artificial Inteligence AWS Artificial Intelligence Machine Learning 173

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). Read on to learn what RCPs are all about and how to use them, as well as how Tenable Cloud Security already factors them into its analysis. What are RCPs?

Policies 72

Policies AWS Resources Software Review 72

AWS Machine Learning - AI

APRIL 29, 2025

At Data Reply and AWS, we are committed to helping organizations embrace the transformative opportunities generative AI presents, while fostering the safe, responsible, and trustworthy development of AI systems. Post-authentication, users access the UI Layer, a gateway to the Red Teaming Playground built on AWS Amplify and React.

Generative AI 73

Generative AI Weak Development Team AWS Artificial Inteligence 73

AWS Machine Learning - AI

OCTOBER 29, 2024

Refer to Supported Regions and models for batch inference for current supporting AWS Regions and models. To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. Amazon S3 invokes the {stack_name}-create-batch-queue-{AWS-Region} Lambda function.

Scalability 128

Scalability Lambda Generative AI AWS 128

AWS Machine Learning - AI

NOVEMBER 7, 2024

Developer tools The solution also uses the following developer tools: AWS Powertools for Lambda – This is a suite of utilities for Lambda functions that generates OpenAPI schemas from your Lambda function code. After deployment, the AWS CDK CLI will output the web application URL. Python 3.9 or later Node.js

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

TechCrunch

DECEMBER 16, 2020

But, from the perspective of raising capital, 2020 has not been an awful time to be a startup founder. With many funds still looking to make investments before the end of the year and startups jockeying for cash, founders need to know how to find the right investor. Times are tough.

How To 273

How To Construction AWS Meeting 273

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.

Generative AI 141

Generative AI AWS Artificial Inteligence Budget 141

AWS Machine Learning - AI

NOVEMBER 14, 2024

Prerequisites To perform this solution, complete the following: Create and activate an AWS account. Make sure your AWS credentials are configured correctly. This tutorial assumes you have the necessary AWS Identity and Access Management (IAM) permissions. For this walkthrough, we will use the AWS CLI to trigger the processing.

Software Review 110

Software Review Technical Review AWS Artificial Inteligence 110

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.

Artificial Inteligence 117

Artificial Inteligence AWS Technical Review Policies 117

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. You can monitor costs with AWS Cost Explorer.

Generative AI 131

Generative AI Artificial Inteligence AWS Technical Review 131

TechCrunch

JANUARY 4, 2021

In fact, just to get to the MVP of my new project, I subscribed to AWS, MailChimp, Zapier and Bubble. As an entrepreneur, you probably use at least one digital subscription service to build your own product and company, if not several. I’m still on the free tier of a few more services for some lower-priority features.

How To 290

How To Mobile Retail AWS 290

AWS Machine Learning - AI

MAY 1, 2025

By making tool integration simpler and standardized, customers building agents can now focus on which tools to use and how to use them, rather than spending cycles building custom integration code. We will deep dive into the MCP architecture later in this post.

Artificial Inteligence 114

Artificial Inteligence AWS Architecture Generative AI 114

TechCrunch

MAY 16, 2023

In the rest of this article, we’ll discuss the art of the warm intro, and how to take matters into your own hands with cold outreach if you have to. Warm intros are awful for diversity, so why do investors keep insisting on them?

How To 208

How To AWS Research Meeting 208