AWS Machine Learning - AI

NOVEMBER 22, 2023

We also use Vector Engine for Amazon OpenSearch Serverless (currently in preview) as the vector data store to store embeddings. However, off-the-shelf LLMs present limitations: Their offline training renders them unaware of up-to-date information. An OpenSearch Serverless collection.

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AWS Machine Learning - AI

OCTOBER 1, 2024

We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. The aim of this post is to provide a comprehensive understanding of how to build a voice-based, contextual chatbot that uses the latest advancements in AI and serverless computing. We discuss this later in the post.

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Serverless Artificial Inteligence AWS Software Review 91

CIO

APRIL 15, 2025

This gravitational effect presents a paradox for IT leaders. By using containerization technologies such as Kubernetes and serverless computing, organizations can develop applications that are independent of specific cloud environments, reducing the friction associated with moving workloads.

Strategy 164

Strategy Cloud Data Technical Review 164

AWS Machine Learning - AI

OCTOBER 11, 2024

However, managing cloud operational events presents significant challenges, particularly in complex organizational structures. The solution is designed to be fully serverless on AWS and can be deployed as infrastructure as code (IaC) by usingf the AWS Cloud Development Kit (AWS CDK).

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Cloud AWS Serverless Policies 97

The Crazy Programmer

SEPTEMBER 25, 2023

At present, Node.js It’s the serverless platform that will run a range of things with stronger attention on the front end. Even though Vercel mainly focuses on front-end applications, it has built-in support that will host serverless Node.js This is the serverless wrapper made on top of AWS. services for free.

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Stackery

APRIL 15, 2020

Part of that involves shifting our approach to the monthly PDX Serverless Architecture meetups we typically host at the our office in downtown Portland. Our first virtual presenter for the meetup (April 21 starting at 6 PM PDT) is Andy Barnes, Software Engineer, and UX specialist. What is your background with serverless? .

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Serverless Virtualization AWS Course 71

AWS Machine Learning - AI

APRIL 9, 2025

However, this method presents trade-offs. However, it also presents some trade-offs. 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 AWS tools without having to manage infrastructure.

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Stackery

OCTOBER 14, 2019

re:Invent is more than a month away but there have already been some great guides for the event, and many of them focus on serverless. The Power of Serverless for Transforming Careers and Communities. Build observability into a serverless application SVS215-R. Leadership session: Containers and Serverless CON213-L.

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RapidValue

JULY 31, 2019

Serverless architecture is another buzzword to hit the cloud-native space, but what is it, is it worthwhile and how can it work for you? Serverless architecture is on the rise and is rapidly gaining acceptance. What is Serverless Architecture? In serverless applications, a cloud provider manages the provision of servers.

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Dzone - DevOps

JULY 8, 2024

Serverless computing has emerged as a transformative approach to deploying and managing applications. While the benefits are clear—scalability, cost efficiency, and performance—debugging serverless applications presents unique challenges. However, some smart people like Adam swear by it so I should keep an open mind.

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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. Serverless on AWS AWS GovCloud (US) Generative AI on AWS About the Authors Nick Biso is a Machine Learning Engineer at AWS Professional Services.

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Artificial Inteligence Open Source AWS Serverless 67

DevOps.com

SEPTEMBER 12, 2022

Unlike other choices like compute runtimes—Lambda/serverless, containers or virtual machines—data storage choice is highly sticky and makes future application improvements and migrations much harder. All three hyperscalers have storage services that present block, file and object-based […].

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AWS Machine Learning - AI

NOVEMBER 7, 2024

API Gateway is serverless and hence automatically scales with traffic. The advantage of using Application Load Balancer is that it can seamlessly route the request to virtually any managed, serverless or self-hosted component and can also scale well. It’s serverless so you don’t have to manage the infrastructure.

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Generative AI AWS Enterprise Artificial Inteligence 113

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.

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Generative AI Video Analysis Technical Review 111

Apiumhub

DECEMBER 9, 2024

Azure Synapse integrates seamlessly with different Azure offerings, presenting simple, bendy statistics manipulation, and analytics abilities, which can be similarly more desirable using integrating with Azure Key Vault Secrets for secure statistics management. This is designed for large-scale data storage, query optimization, and analytics.

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AWS Machine Learning - AI

APRIL 10, 2025

AWS is the first major cloud provider to deliver Pixtral Large as a fully managed, serverless model. This capability significantly broadens its usability, allowing it to support varied scenariosfrom explaining visual contexts in presentations to automating content moderation and contextual image retrieval.

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Tenable

APRIL 1, 2025

Cloud Run is a fully managed service for running containerized applications in a scalable, serverless environment. It manages the infrastructure, scaling and execution environment, allowing you to run your application in a serverless manner without having to worry about the underlying systems. Sometimes they create hidden services.

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Cloud Google Cloud Serverless Software Review 75

Dzone - DevOps

FEBRUARY 6, 2023

Cloud computing is both the present and the future of business. Not only tech companies but also organizations that serve their users through IT. Cloud computing provides more flexibility, reliable infrastructure, and competitive pricing models for its customers.

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Stackery

MARCH 1, 2020

Last week, I joined an awesome lineup of speakers and serverless users in Tennessee for the inaugural ServerlessDays Nashville conference. Whether you help architect serverless applications at work or you’re just getting started in the community, chances are you’ve caught wind of a ServerlessDays event. Enter serverless.

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Perficient

APRIL 22, 2025

As a speaker, Im honored to be presenting on serverless engineering in todays cloud-first world. ” Whats one thing you hope listeners take away from your presentation? “My main takeaway is simple: start. “My main takeaway is simple: start. If your data isnt on the cloud yet, start that journey.

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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 quickly integrate and deploy them into your applications using AWS tools without having to manage the infrastructure. Presently, his main area of focus is state-of-the-art natural language processing.

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Network Artificial Inteligence Machine Learning Serverless 111

Stackery

JULY 1, 2020

Information security & serverless applications. Relational databases like Aurora Serverless are an example of this. They present an opportunity for a DoS attack if a third party is able to locate a database service even if they don’t have credentials to authenticate. Information security (infosec) is a broad field.

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AWS Machine Learning - AI

OCTOBER 29, 2024

This post presents a solution where you can upload a recording of your meeting (a feature available in most modern digital communication services such as Amazon Chime ) to a centralized video insights and summarization engine.

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AWS Machine Learning - AI

OCTOBER 15, 2024

Public speaking is a critical skill in today’s world, whether it’s for professional presentations, academic settings, or personal growth. Using LLMs trained on extensive data, Amazon Bedrock generates curated speech outputs to enhance the presentation delivery. The following diagram shows our solution architecture.

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Palo Alto Networks

OCTOBER 22, 2024

The Challenge of Cloud-Based Threats Detecting and mitigating cloud-based threats presents unique challenges. Cloud-native application protection platforms (CNAPPs) that provide comprehensive security across the entire cloud-native stack, including containers, serverless functions and APIs.

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Cloud Artificial Inteligence Software Review Systems Review 105

Stackery

FEBRUARY 28, 2019

Security is Less of a Problem with Serverless but Still Critical. It might seem like a serverless function just isn’t vulnerable to code injection. With interdependence between serverless resources, user input can come from unexpected angles. At first I wanted to describe how injection attacks can happen.

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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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Serverless AWS Lambda Weak Development Team 59

Altexsoft

DECEMBER 28, 2018

According to the RightScale 2018 State of the Cloud report, serverless architecture penetration rate increased to 75 percent. Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions. Where does serverless come from?

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AWS Machine Learning - AI

OCTOBER 31, 2024

Deploy the solution The application presented in this post is available in the accompanying GitHub repository and provided as an AWS Cloud Development Kit (AWS CDK) project. Performance optimization The serverless architecture used in this post provides a scalable solution out of the box.

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TechCrunch

DECEMBER 16, 2021

They also offer a serverless product they launched in October in beta. Kimball expects this could be the last round the company raises, although he left the door open to raise more if the right opportunity presented itself. This is in line with a recent Battery Ventures report , State of the Open Cloud, that we reported on last month.

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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. To learn more about Data Replys work, check out their specialized offerings for red teaming in generative AI and LLMOps.

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Xicom

MARCH 16, 2021

Nowadays, the cliche “serverless architecture” is the latest addition in the technology wordbook, prevailing following the launch of AWS (Amazon Web Services) Lambada in 2014. While the gospel truth is serverless, architecture proffers the promise of writing codes without any ongoing server administration apprehension.

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AWS Machine Learning - AI

FEBRUARY 19, 2024

Chatbots also offer valuable data-driven insights into customer behavior while scaling effortlessly as the user base grows; therefore, they present a cost-effective solution for engaging customers. In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service.

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The Crazy Programmer

SEPTEMBER 16, 2019

Its queries run very fast because the data is present in one place and it can easily be retrieved. It is serverless means there is no need to install, manage, initialize, configure and troubleshoot. It is very flexible as it does not require a unified data structure over all objects. SQLite was originally released in 2000.

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Serverless Backup Scalability Business Intelligence 31

Netlify

APRIL 12, 2020

The Stripe and serverless setup we’re going to build will work with any Jamstack-friendly development approach, including your favorite static site generator. Serverless Workflow for Stripe Checkout. Working locally makes development much faster, but how do we do that with serverless functions? Buy Our Products!

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TechCrunch

OCTOBER 5, 2021

Direktiv : It’s honestly a bit over my head, but Direktiv pitches itself as a platform-agnostic “event-driven serverless orchestration engine” in the cloud. Alchemist companies have now raised more than $1.7 billion in funding, collectively. The company says it currently has over 900 doctors on the platform.

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Netlify

JANUARY 12, 2021

In this post, we’ll look at how to collect data from a conference registration form with the Composition API and post it to a serverless function that will receive the request and return a response. netlify/functions/register" is the path to my serverless function fetch("/.netlify/functions/register",

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