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. The results of each iteration are collected and made available for subsequent steps in the state machine.

Generative AI 87

Generative AI AWS Technical Review Backup 87

TechCrunch

NOVEMBER 2, 2022

After working at NASA as a rover roboticist, Khawaja Shams underwent something of a career pivot, joining AWS to team up with engineer Daniela Miao on DynamoDB, a fully managed NoSQL database service. What’s a serverless cache, you ask? “Cloud computing made it easier than ever for customers to rapidly provision resources.

Serverless 211

Serverless Software Review AWS Google Cloud 211

CIO

MAY 30, 2024

As enterprises increasingly embrace serverless computing to build event-driven, scalable applications, the need for robust architectural patterns and operational best practices has become paramount. Thus, organizations can create flexible and resilient serverless architectures.

Serverless 174

Serverless Cloud Scalability Architecture 174

Xebia

JANUARY 26, 2025

However, proper strategies can make managing resources, dependencies, and environments challenging. This blog explores how to optimize feature branch workflows, maintain encapsulated logical stacks, and apply best practices like resource naming to improve clarity, scalability, and cost-effectiveness.

Weak Development Team 162

Weak Development Team Serverless Lambda Resources 162

AWS Machine Learning - AI

JANUARY 29, 2025

Amazon Bedrock Custom Model Import enables the import and use of your customized models alongside existing FMs through a single serverless, unified API. 70B-Instruct ), offer different trade-offs between performance and resource requirements. 8B ) and DeepSeek-R1-Distill-Llama-70B (from base model Llama-3.3-70B-Instruct

Generative AI 128

Generative AI Artificial Inteligence AWS Technical Review 128

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.

Generative AI 121

Generative AI Lambda Applications AWS 121

Erik Bernhardsson

NOVEMBER 30, 2021

Here's a theory I have about cloud vendors (AWS, Azure, GCP): Cloud vendors 1 will increasingly focus on the lowest layers in the stack: basically leasing capacity in their data centers through an API. Redshift is a data warehouse (aka OLAP database) offered by AWS. If you're an ambitious person, do you go work at AWS?

Cloud 351

Cloud AWS Weak Development Team Serverless 351

AWS Machine Learning - AI

OCTOBER 11, 2024

With a vast array of services and resource footprints spanning hundreds of accounts, organizations can face an overwhelming volume of operational events occurring daily, making manual administration impractical. It uses Amazon Bedrock , AWS Health , AWS Step Functions , and other AWS services.

Cloud 96

Cloud AWS Serverless Policies 96

Xebia

APRIL 16, 2025

Yesterday I attended the AWS Summit 2025 in Amsterdam where I joined a session about AWS Step Functions hosted by Adriaan de Jonge, a former Xebia colleague. I summarized my key takeaways that can help you improve your serverless architectures.

AWS 130

AWS Lambda Serverless Architecture 130

Stackery

APRIL 13, 2020

With additional audit capabilities, scoped IAM permissions, and secrets management for automated verification and deployment pipelines, Stackery helps teams scale serverless usage and accelerate modernization and innovation projects. The Speed of Serverless with Enterprise Security and Governance. and safety check for Python. .

Continuous Delivery 141

Continuous Delivery Serverless Insurance AWS 141

AWS Machine Learning - AI

NOVEMBER 6, 2024

However, Cloud Center of Excellence (CCoE) teams often can be perceived as bottlenecks to organizational transformation due to limited resources and overwhelming demand for their support. The CCoE implemented AWS Organizations across a substantial number of business units.

Generative AI 106

Generative AI Government Technical Review Innovation 106

AWS Machine Learning - AI

MARCH 14, 2025

Whether processing invoices, updating customer records, or managing human resource (HR) documents, these workflows often require employees to manually transfer information between different systems a process thats time-consuming, error-prone, and difficult to scale. Prerequisites AWS Command Line Interface (CLI), follow instructions here.

AWS 131

AWS Generative AI Linux Groups 131

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. However, some components may incur additional usage-based costs.

Generative AI 109

Generative AI Applications AWS Knowledge Base 109

Erik Bernhardsson

APRIL 18, 2021

I mean, as a user, I can set up a static website in AWS, but it takes 45 steps in the console and 12 of them are highly confusing if you never did it before. Truly serverless. I'm already running things in the cloud where there's elastic resources available at any time. I don't want to pay for idle resources. Can't wait.

Infrastructure 348

Infrastructure Software Serverless Resources 348

AWS Machine Learning - AI

NOVEMBER 7, 2024

The solution presented in this post takes approximately 15–30 minutes to deploy and consists of the following key components: Amazon OpenSearch Service Serverless maintains three indexes : the inventory index, the compatible parts index, and the owner manuals index. Python 3.9 or later Node.js

Lambda 127

Lambda Enterprise Automotive Knowledge Base 127

Xebia

MAY 21, 2024

Cloud modernization has become a prominent topic for organizations, and AWS plays a crucial role in helping them modernize their IT infrastructure, applications, and services. Overall, discussions on AWS modernization are focused on security, faster releases, efficiency, and steps towards GenAI and improved innovation.

AWS 130

AWS Strategy Serverless Microservices 130

Xebia

JUNE 8, 2023

Use StepFunctions to simplify your serverless applications AWS StepFunctions is a great orchestrating tool for your serverless applications. Or you can use the AWS SDK Service integration. Photo by Baskin Creative Studios The post Use StepFunctions to simplify your serverless applications appeared first on Xebia.

Serverless 130

Serverless Applications Lambda AWS 130

AWS Machine Learning - AI

SEPTEMBER 3, 2024

That’s where the new Amazon EMR Serverless application integration in Amazon SageMaker Studio can help. In this post, we demonstrate how to leverage the new EMR Serverless integration with SageMaker Studio to streamline your data processing and machine learning workflows.

Serverless 113

Serverless AWS Artificial Inteligence Big Data 113

Perficient

MARCH 27, 2025

What Youll Learn How Pulumi works with AWS Setting up Pulumi with Python Deploying various AWS services with real-world examples Best practices and advanced tips Why Pulumi for AWS? Multi-Cloud and Multi-Language Support Deploy across AWS, Azure, and Google Cloud with Python, TypeScript, Go, or.NET.

AWS 52

AWS Infrastructure Lambda Load Balancer 52

Xebia

AUGUST 29, 2023

How does High-Performance Computing on AWS differ from regular computing? With common compute resources most (serial) computing challenges can be solved. Resources are available on-demand, no ordering/waiting time for the deployment of resources. AWS has two services to support your HPC workload.

AWS 147

AWS Performance Storage Linux 147

AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. Deploy the AWS CDK project to provision the required resources in your AWS account.

Knowledge Base 100

Knowledge Base Generative AI Technical Review Lambda 100

Cabot Solutions

MAY 14, 2021

In this blog you can get an idea of how to implement FHIR Fast Healthcare Interoperability Resources on Amazon Web Services Serverless Architecture

Serverless 102

Serverless Architecture AWS Healthcare 102

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.

Generative AI 104

Generative AI Applications Technical Review Software Review 104

Xebia

AUGUST 3, 2023

I was sparked on a XKE to do a short experiment with using Golang for my AWS Lambda Functions. But the advantage of Python is that you can actually see the source code in the AWS Console and tweak it. Dependencies In python you have the option to do inline code in AWS CloudFormation templates. This also a problem!

Lambda 130

Lambda AWS Serverless Energy 130

Dzone - DevOps

NOVEMBER 3, 2023

But text-to-image conversion typically involves deploying an end-to-end machine learning solution, which is quite resource-intensive. What if this capability was an API call away, thereby making the process simpler and more accessible for developers?

Serverless 97

Serverless AWS Generative AI Applications 97

AWS Machine Learning - AI

MARCH 20, 2025

Users can access these AI capabilities through their organizations single sign-on (SSO), collaborate with team members, and refine AI applications without needing AWS Management Console access. The workflow is as follows: The user logs into SageMaker Unified Studio using their organizations SSO from AWS IAM Identity Center.

Generative AI 108

Generative AI Systems Review System Lambda 108

AWS Machine Learning - AI

FEBRUARY 11, 2025

Enhancing AWS Support Engineering efficiency The AWS Support Engineering team faced the daunting task of manually sifting through numerous tools, internal sources, and AWS public documentation to find solutions for customer inquiries. Then we introduce the solution deployment using three AWS CloudFormation templates.

Knowledge Base 90

Knowledge Base Lambda Enterprise AWS 90

Dzone - DevOps

JANUARY 16, 2024

Serverless architecture is a way of building and running applications without the need to manage infrastructure. AWS offers various serverless services, with AWS Lambda being one of the most prominent. When we talk about " serverless ," it doesn't mean servers are absent.

Serverless 94

Serverless Architecture AWS Lambda 94

Mobilunity

DECEMBER 26, 2024

For medium to large businesses with outdated systems or on-premises infrastructure, transitioning to AWS can revolutionize their IT operations and enhance their capacity to respond to evolving market needs. AWS migration isnt just about moving data; it requires careful planning and execution. Need to hire skilled engineers?

AWS 52

AWS Cloud Weak Development Team DevOps 52

CIO

APRIL 15, 2025

Just as ancient trade routes determined how and where commerce flowed, applications and computing resources today gravitate towards massive datasets. By aligning compute resources with data locality, leveraging edge computing and optimizing cloud-native architectures, businesses can enhance performance, reduce costs and maintain agility.

Strategy 164

Strategy Cloud Data Technical Review 164

Stackery

APRIL 11, 2019

I first heard about this pattern a few years ago at a ServerlessConf from a consultant who was helping a “big bank” convert to serverless. 6.10, which is approaching EOL for AWS Lambda? What if, instead, we could do the following: This may seem magical, but it’s possible using advanced mechanisms built into AWS API Gateway.

Serverless 104

Serverless Lambda AWS Banking 104

AWS Machine Learning - AI

MARCH 13, 2025

We discuss the unique challenges MaestroQA overcame and how they use AWS to build new features, drive customer insights, and improve operational inefficiencies. Its serverless architecture allowed the team to rapidly prototype and refine their application without the burden of managing complex hardware infrastructure.

Generative AI 110

Generative AI CTO Coach AWS Artificial Inteligence 110

AWS Machine Learning - AI

JANUARY 22, 2025

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 AWS tools without having to manage any infrastructure. The transcript is provided in tags. Rim Zaafouri is a technologist at heart and a cloud enthusiast.

Generative AI 108

Generative AI Video Analysis Technical Review 108

Dzone - DevOps

AUGUST 1, 2023

Welcome to this step-by-step guide on building a serverless application on AWS using AWS SAM ( Serverless Application Model ). In this tutorial, we will walk you through the process of defining and managing AWS resources, such as AWS Lambda functions, SQS queues, and SNS topics, using SAM template model code.

Serverless 75

Serverless AWS Applications Lambda 75

AWS Machine Learning - AI

APRIL 23, 2025

Designed with a serverless, cost-optimized architecture, the platform provisions SageMaker endpoints dynamically, providing efficient resource utilization while maintaining scalability. Click here to open the AWS console and follow along. The following diagram illustrates the solution architecture.

Artificial Inteligence 62

Artificial Inteligence Open Source AWS Serverless 62

CircleCI

NOVEMBER 7, 2022

This tutorial covers: Using the Jest framework to set up unit testing for a serverless application. The Serverless framework is an open-source framework written in Node.js that simplifies the development and deployment of AWS Lambda functions. It builds on the learnings from the Deploying a serverless application blog post.

Serverless 98

Serverless Testing Applications Lambda 98

AWS Machine Learning - AI

APRIL 11, 2024

AWS was delighted to present to and connect with over 18,000 in-person and 267,000 virtual attendees at NVIDIA GTC, a global artificial intelligence (AI) conference that took place March 2024 in San Jose, California, returning to a hybrid, in-person experience for the first time since 2019.

Generative AI 124

Generative AI AWS Artificial Inteligence Innovation 124