Stackery

FEBRUARY 19, 2020

Too often serverless is equated with just AWS Lambda. Yes, it’s true: Amazon Web Services (AWS) helped to pioneer what is commonly referred to as serverless today with AWS Lambda, which was first announced back in 2015. Lambda is just one component of a modern serverless stack.

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AWS Machine Learning - AI

MARCH 4, 2025

Using Amazon Bedrock Knowledge Base, the sample solution ingests these documents and generates embeddings, which are then stored and indexed in Amazon OpenSearch Serverless. The assessment is also stored in an Amazon DynamoDB table for quick retrieval and future reference. These documents form the foundation of the RAG architecture.

Generative AI 118

Generative AI Technical Review Software Review Systems Review 118

Xebia

NOVEMBER 21, 2024

Azure Container Apps provides a serverless container experience, enabling the app to scale based on demand and only pay if the app is used. For the code and setup instructions, please refer to the GitHub repository here. You can test it on your own laptop and then deploy it to Azure when you are ready.

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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. Asynchronous updates – To ensure the reference documents remain current, they can be updated asynchronously along with their embedding representations. An OpenSearch Serverless collection.

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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. This serverless approach eliminates the need for infrastructure management while providing enterprise-grade security and scalability.

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AWS Machine Learning - AI

APRIL 3, 2024

In this post, we show how to build a contextual text and image search engine for product recommendations using the Amazon Titan Multimodal Embeddings model , available in Amazon Bedrock , with Amazon OpenSearch Serverless. Store embeddings into the Amazon OpenSearch Serverless as the search engine.

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AWS Machine Learning - AI

NOVEMBER 22, 2024

We're more than happy to provide further references upon request. after our text key to reference a node in this state’s JSON input. We've had numerous positive feedback from our clients, with Example Corp and AnyCompany Networks among those who have expressed satisfaction with our services. We must also include.$

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Generative AI AWS Technical Review Backup 99

Dzone - DevOps

APRIL 27, 2023

This article delves into the concept of User Data Governance and its implementation using serverless streaming. We will explore the benefits of using serverless streaming for processing user data and how it can lead to improved data governance and increased privacy protection.

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Serverless Government Data Storage 90

AWS Machine Learning - AI

OCTOBER 31, 2024

If you don’t have an AWS account, refer to How do I create and activate a new Amazon Web Services account? If you don’t have an existing knowledge base, refer to Create an Amazon Bedrock knowledge base. Performance optimization The serverless architecture used in this post provides a scalable solution out of the box.

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AWS Machine Learning - AI

NOVEMBER 7, 2024

Shared components refer to the functionality and features shared by all tenants. 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.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

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

Palo Alto Networks

MARCH 4, 2020

The term serverless typically describes an application operating model where infrastructure is completely abstracted away. Since the release of Lambda by Amazon Web Services (AWS), the term serverless has evolved from referring to function-as-a-service (FaaS) offerings. Why Is Serverless Security Different?

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Serverless Applications Cloud Lambda 14

Apiumhub

DECEMBER 9, 2024

Give each secret a clear name, as youll use these names to reference them in Synapse. Add a Linked Service to the pipeline that references the Key Vault. When setting up a linked service for these sources, reference the names of the secrets stored in Key Vault instead of hard-coding the credentials.

Azure 91

Azure Analytics Storage Machine Learning 91

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

AWS Machine Learning - AI

NOVEMBER 6, 2024

This solution can serve as a valuable reference for other organizations looking to scale their cloud governance and enable their CCoE teams to drive greater impact. Oleg Chugaev is a Principal Solutions Architect and Serverless evangelist with 20+ years in IT, holding multiple AWS certifications. About the Authors Steven Craig is a Sr.

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Generative AI Government Technical Review Innovation 114

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

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. While serverless brings immense benefits to businesses, it’s important not to rush into it.

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Stackery

FEBRUARY 5, 2020

However, in the past few years we have witnessed some recurring deployment errors while helping customers on their serverless journeys, so I thought I’d share them and their solutions in hopes of making them a little less common?—or brokenApi : Type : AWS::Serverless::Api. workingApi : Type : AWS::Serverless::Api.

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Serverless AWS How To Resources 98

Stackery

MAY 29, 2019

If you’ve built a serverless application or two, you’re probably familiar with the benefits of serverless architecture. There’s another side to the serverless story: developer workflow. Understanding the benefits of serverless is easy, but building serverless apps well requires effective development workflows.

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Serverless Lambda Development AWS 71

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.

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Serverless Systems Review Storage Technical Review 179

Stackery

APRIL 1, 2020

While a serverless focus might be justified by improving the overall speed and efficiency of your development workflow, security needs to remain a core element at every step. But serverless design also involves a shift in thinking and the daunting challenge of leveraging the massive suite of AWS tools and services.

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Serverless AWS Architecture Infrastructure 71

TechCrunch

MARCH 9, 2021

Kobeissi’s original concept for Capsule, meanwhile, was to create self-hosting microservices.

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Media Social Blockchain USP 246

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.

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Lambda Enterprise Automotive Knowledge Base 129

Xebia

MAY 21, 2024

Modernizing on AWS refers to migrating and transforming traditional applications, workloads, and infrastructure to leverage the benefits of cloud computing and AWS services. Adoption of Cloud-Native Technologies: Companies embrace cloud-native technologies such as containers, serverless computing, and microservices architecture.

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AWS Strategy Serverless Microservices 130

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. References: What is Intelligent Document Processing (IDP)? The following diagram illustrates the solution architecture.

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Artificial Inteligence Open Source AWS Serverless 67

Gorilla Logic

SEPTEMBER 16, 2021

In this article, we are going to compare the leading cloud providers of serverless computing frameworks so that you have enough intel to make a sound decision when choosing one over the others. It provides a developer guide, API references, and sample applications for hands-on experience. For other services (i.e: Description.

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Serverless Lambda Cloud Azure 70

Dzone - DevOps

MAY 15, 2020

I’m going to walk you through the process of replicating a serverless deployment locally. For this exercise, I’ll use this serverless deployment as a reference.

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Serverless Exercises Tools DevOps 98

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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Serverless Technical Review Software Review AWS 59

ParkMyCloud

MAY 7, 2019

Curious why serverless is so popular – and why it won’t replace traditional servers in the cloud? Today we’ll take a look at what serverless computing is good for, and what it can’t replace. Today we’ll take a look at what serverless computing is good for, and what it can’t replace. Understanding Serverless.

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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.

Network 111

Network Artificial Inteligence Machine Learning Serverless 111

DevOps.com

FEBRUARY 8, 2023

Serverless in production refers to the deployment and use of serverless architecture in a live, production environment. In this context, serverless refers to a cloud computing paradigm where the cloud provider manages the infrastructure and allocates resources as needed to run and scale applications and services.

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AWS Machine Learning - AI

JANUARY 29, 2025

Governance in the context of generative AI refers to the frameworks, policies, and processes that streamline the responsible development, deployment, and use of these technologies. For a comprehensive read about vector store and embeddings, you can refer to The role of vector databases in generative AI applications.

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Stackery

DECEMBER 6, 2019

But after two days of discussing serverless development and AWS tooling with the many awesome folks who have visited the Stackery booth (plus the primer I attended on day one) I was actually feeling pretty limber for the marathon that was “Serverless SaaS Deep Dive: Building Serverless on AWS”. Serverless for SaaS.

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Serverless Lambda Microservices AWS 52

Dzone - DevOps

FEBRUARY 14, 2024

Among the most notable trends gaining traction is serverless architecture , offering developers a paradigm shift in how they approach application development. In this article, we delve into the world of serverless architecture, exploring its key concepts, benefits, and implications for the future of software development.

Software Development 98

Software Development Software Development Serverless 98

AWS Machine Learning - AI

OCTOBER 29, 2024

Observability refers to the ability to understand the internal state and behavior of a system by analyzing its outputs, logs, and metrics. Cost optimization – This solution uses serverless technologies, making it cost-effective for the observability infrastructure. However, some components may incur additional usage-based costs.

Generative AI 113

Generative AI Applications AWS Knowledge Base 113

Gorilla Logic

SEPTEMBER 5, 2019

In this Fn Project tutorial, you will learn the basic features of Fn Project by creating a serverless cloud and installing it on your own infrastructure. This will illustrate some of the most useful concepts of Fn Project and help you get familiarized with this lightweight and simple serverless platform. . What is Serverless? .

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Serverless Cloud Software Review Azure 12

Prisma Clud

JUNE 6, 2024

More than 25% of all publicly accessible serverless functions have access to sensitive data , as seen in internal research. The question then becomes, Are cloud serverless functions exposing your data? Just need a quick reference? Security Considerations for AWS Lambda Functions AWS’ main serverless offering is Lambda functions.

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