Dzone - DevOps

JULY 12, 2024

This article describes the implementation of RESTful API on AWS serverless architecture. This article also describes the benefits of the serverless architecture over the traditional approach. What Is Serverless Architecture? It provides a detailed overview of the architecture, data flow, and AWS services that can be used.

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Xebia

JANUARY 17, 2024

In order to do manual rotations developers have to keep track of when secrets need to be rotated, perform the process of rotating them, and update the application accordingly. In order to translate this into our serverless function we will need to do this process via code.

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Xebia

JANUARY 8, 2024

Introduction With an ever-expanding digital universe, data storage has become a crucial aspect of every organization’s IT strategy. S3 Storage Undoubtedly, anyone who uses AWS will inevitably encounter S3, one of the platform’s most popular storage services. Storage Class Designed For Retrieval Change Min.

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AWS Machine Learning - AI

MARCH 4, 2025

Consistency and enhanced accuracy The approach provides a consistent application of AWS Well-Architected principles across reviews, reducing human bias and oversight. The workflow consists of the following steps: WAFR guidance documents are uploaded to a bucket in Amazon Simple Storage Service (Amazon S3).

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Dzone - DevOps

JUNE 19, 2023

In this blog post, you will learn how to build a Serverless solution to process images using Amazon Rekognition , AWS Lambda and the Go programming language.

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Dzone - DevOps

JUNE 29, 2023

In this blog post, you will learn how to build a Serverless speech-to-text conversion solution using Amazon Transcribe , AWS Lambda , and the Go programming language.

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Serverless Lambda Applications AWS 98

Dzone - DevOps

OCTOBER 2, 2023

In this blog post, you will learn how to build a Serverless solution for entity detection using Amazon Comprehend , AWS Lambda , and the Go programming language. Text files uploaded to Amazon Simple Storage Service (S3) will trigger a Lambda function which will further analyze it, extract entity metadata (name, type, etc.)

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Apiumhub

DECEMBER 9, 2024

Azure Key Vault Secrets offers a centralized and secure storage alternative for API keys, passwords, certificates, and other sensitive statistics. Azure Key Vault is a cloud service that provides secure storage and access to confidential information such as passwords, API keys, and connection strings. What is Azure Key Vault Secret?

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AWS Machine Learning - AI

OCTOBER 29, 2024

Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times. AWS Lambda is an event-driven compute service that lets you run code for virtually any type of application or backend service without provisioning or managing servers.

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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. Generative AI components provide functionalities needed to build a generative AI application. Each tenant has different requirements and needs and their own application stack.

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Netlify

MAY 26, 2021

Why I migrated my dynamic sites to a serverless architecture. Like most web developers these days, I’ve heard of serverless applications and Jamstack for a while. The idea of serverless for a tool that is mostly static content is appealing. Not the usual serverless migration. So, should I migrate at all?

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AWS Machine Learning - AI

SEPTEMBER 3, 2024

From deriving insights to powering generative artificial intelligence (AI) -driven applications, the ability to efficiently process and analyze large datasets is a vital capability. That’s where the new Amazon EMR Serverless application integration in Amazon SageMaker Studio can help.

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Serverless AWS Artificial Inteligence Big Data 116

AWS Machine Learning - AI

APRIL 23, 2024

Generative artificial intelligence (AI) has gained significant momentum with organizations actively exploring its potential applications. With Knowledge Bases for Amazon Bedrock, you can quickly build applications using Retrieval Augmented Generation (RAG) for use cases like question answering, contextual chatbots, and personalized search.

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AWS Machine Learning - AI

APRIL 3, 2024

With cosine similarity, you can measure the orientation between two vectors, which makes it a good choice for some specific semantic search applications. You can also generate smaller dimensions to optimize for speed and performance Amazon OpenSearch Serverless – It is an on-demand serverless configuration for OpenSearch Service.

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AWS Machine Learning - AI

NOVEMBER 6, 2024

To address these challenges, Hearst’s CCoE team recognized the need to quickly create a scalable, self-service application that could empower the business units with more access to updated CCoE best practices and patterns to follow. They set up a general bucket for all users and specific buckets tailored to each business unit’s needs.

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Generative AI Government Technical Review Innovation 111

Dzone - DevOps

MAY 1, 2023

With the growth of the application modernization demands, monolithic applications were refactored to cloud-native microservices and serverless functions with lighter, faster, and smaller application portfolios for the past years.

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The Crazy Programmer

SEPTEMBER 25, 2023

Get 1 GB of free storage. Constant deployment that will keep applications updated. Try Render Vercel Earlier known as Zeit, the Vercel app acts as the top layer of AWS Lambda which will make running your applications easy. hosting API for some fun projects, Glitch’s free feature plan is a perfect application for you.

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TechCrunch

JULY 13, 2022

DeltaStream provides a serverless streaming database to manage, secure and process data streams. “Serverless” refers to the way DeltaStream abstracts away infrastructure, allowing developers to interact with databases without having to think about servers. .” ” Time will tell.

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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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Generative AI AWS Technical Review Backup 94

DevOps.com

JUNE 10, 2021

Lightbend today unfurled a cloud service based on a serverless framework that provides developers with a managed DevOps platform to build applications that dynamically scale resources up and down as required. The post Lightbend Launches Serverless Managed DevOps Service appeared first on DevOps.com.

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Serverless DevOps Cloud Resources 91

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 129

Confluent

FEBRUARY 27, 2019

With serverless being all the rage, it brings with it a tidal change of innovation. or invest in a vendor-agnostic layer like the serverless framework ? or invest in a vendor-agnostic layer like the serverless framework ? What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless?

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Serverless Lambda AWS Systems Review 109

AWS Machine Learning - AI

NOVEMBER 22, 2023

You can follow these resources for fine-tuning, domain adaptation, and instruction of foundation models or to build RAG-based applications. We also use Vector Engine for Amazon OpenSearch Serverless (currently in preview) as the vector data store to store embeddings. An OpenSearch Serverless collection.

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Artificial Inteligence Serverless Engineering Machine Learning 123

Stackery

MAY 22, 2019

With Serverless, it’s not the technology that’s hard, it’s understanding the language of a new culture and operational model. Serverless architecture has coined some new terms and, more confusingly, re-used a few older terms with new meanings. This glossary will clarify some of them. We call it Cloudlocal, try it for yourself.

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Serverless Lambda AWS Resources 74

AWS Machine Learning - AI

FEBRUARY 19, 2024

In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service. Therefore, a managed solution that handles these undifferentiated tasks could streamline and accelerate the process of implementing and managing RAG applications. Choose Next.

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Knowledge Base Artificial Inteligence Applications Lambda 127

Stackery

SEPTEMBER 3, 2019

That’s right, while you were avoiding the back-to-school rush at Office Depot, cutting the crusts off PB&Js, and taking the layers out of mothballs (confession: I have never seen let alone used a single mothball), Serverless Summer School began winding down and is now over for the season. SSS: Serverless Confidence, AWS Proficiency.

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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 integrate and deploy them into your applications using the AWS tools without having to manage any infrastructure. The administrator uses the search bar to search for and launch the Paint application.

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Generative AI Video Analysis Technical Review 110

Modus Create

MAY 15, 2023

When serverless architecture became all the rage a few years ago, we wondered whether it was just marketing hype. Was serverless really cloud 2.0 Serverless architecture’s popularity has risen over the past 5 years. You don’t have to manage servers to run apps, storage systems, or databases at any scale.

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AWS Machine Learning - AI

OCTOBER 1, 2024

In this post, we discuss voice-guided applications. We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. We also provide a sample chatbot application. The application is available in the accompanying GitHub repository. Specifically, we focus on chatbots.

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Serverless Artificial Inteligence AWS Software Review 89

AWS Machine Learning - AI

JUNE 26, 2024

Generative AI agents, which form the backbone of AI-powered assistants, can orchestrate interactions between foundation models, data sources, software applications, and users. Agents orchestrate interactions between FMs, data sources, software applications, and user conversations.

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Artificial Inteligence Research Knowledge Base Applications 132

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. Choose Users in the navigation pane, and navigate to the support user.

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Knowledge Base Generative AI Technical Review Lambda 105

AWS Machine Learning - AI

SEPTEMBER 17, 2024

Generative artificial intelligence (AI) applications are commonly built using a technique called Retrieval Augmented Generation (RAG) that provides foundation models (FMs) access to additional data they didn’t have during training. The post is co-written with Michael Shaul and Sasha Korman from NetApp.

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AWS Machine Learning - AI

DECEMBER 11, 2024

Since that time, thousands of active users have asked hundreds of thousands of questions through Field Advisor, which we have embedded in our customer relationship management (CRM) system, as well as through a Slack application. We deliver our chatbot experience through a custom web frontend, as well as through a Slack application.

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AWS Generative AI Technical Review Artificial Inteligence 105

AWS Machine Learning - AI

NOVEMBER 14, 2024

With the significant developments in the field of generative AI , intelligent applications powered by foundation models (FMs) can help users map out an itinerary through an intuitive natural conversation interface. Amazon Bedrock is the place to start when building applications that will amaze and inspire your users.

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Artificial Inteligence Generative AI Travel AWS 110

Honeycomb

DECEMBER 12, 2019

When we introduced Secondary Storage two years ago, it was a deliberate compromise between economy and performance. Compared to Honeycomb’s primary NVMe storage attached to dedicated servers, secondary storage let customers keep more data for less money. Today things look very different. Today things look very different.

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Stackery

MAY 29, 2019

If you’ve built a serverless application or two, you’re probably familiar with the benefits of serverless architecture. You take advantage of already built, managed cloud services to handle standard application requirements like authentication, storage, compute, API gateways, and a long list of other infrastructure needs.

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CIO

NOVEMBER 2, 2023

After being in cloud and leveraging it better, we are able to manage compute and storage better ourselves,” said the CIO, who notes that vendors are not cutting costs on licenses or capacity but are offering more guidance and tools. He went with cloud provider Wasabi for those storage needs. “We

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