Xebia

AUGUST 17, 2023

Leveraging Serverless and Generative AI for Image Captioning on GCP In today’s age of abundant data, especially visual data, it’s imperative to understand and categorize images efficiently. TL;DR We’ve built an automated, serverless system on Google Cloud Platform where: Users upload images to a Google Cloud Storage Bucket.

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Generative AI Serverless Google Cloud Technical Review 130

Apiumhub

SEPTEMBER 27, 2023

This is the second post in a two-part series exploring the world of Serverless and Edge Runtime. In the previous post, we got familiar with serverless; the main focus of this post will be the Edge Runtime, where it can be useful, and what its caveats are.

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DevOps.com

JANUARY 26, 2024

For DevOps teams, serverless computing brings a paradigm shift in how applications are built, deployed and managed.

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Serverless DevOps How To Applications 64

Dzone - DevOps

OCTOBER 10, 2023

Serverless architecture is becoming increasingly popular for fintech developers and CTOs looking to simplify their tech stack. But how exactly do you implement serverless technology? In this article, I provide a comprehensive, step-by-step guide to using serverless architecture, with practical tips and real-world use cases.

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Serverless Architecture Technical Review How To 40

Dzone - DevOps

MARCH 11, 2023

You'll learn how to collect all the resources that you need to create a failover client for a primary and secondary cluster, create a failover client based on the sample Java client, test failover and add exception handling for operations.

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Serverless Disaster Recovery WAN How To 92

Dzone - DevOps

JANUARY 22, 2024

In a previous blog , I demonstrated how to use Redis (Elasticache Serverless as an example) as a chat history backend for a Streamlit app using LangChain. It was deployed to EKS and also made use of EKS Pod Identity to manage the application Pod permissions for invoking Amazon Bedrock.

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Serverless Lambda Applications Examples 103

TechBeacon

SEPTEMBER 9, 2021

Understanding the term serverless isn’t easy. The definition is by design what the technology lacks, and, even then, the claim is wrong. There are indeed servers in the mix, handling the computation and juggling the bits as the LEDs flash and the fans whir. It's just that they're out of sight, behind a curtain like the Wizard of Oz.

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Serverless How To Technology Cloud 105

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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Artificial Inteligence Serverless Engineering Generative AI 97

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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Serverless AWS Lambda Applications 92

Dzone - DevOps

NOVEMBER 3, 2023

This tutorial will walk you through how to use AWS CDK to deploy a Serverless image generation application implemented using AWS Lambda and Amazon Bedrock , which is a fully managed service that makes base models from Amazon and third-party model providers (such as Anthropic, Cohere, and more) accessible through an API.

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Serverless AWS Generative AI Applications 93

Dzone - DevOps

MAY 27, 2023

AWS Lambda is a popular serverless platform that allows developers to run code without provisioning or managing servers. In this article, we will discuss how to implement a serverless DevOps pipeline using AWS Lambda and CodePipeline. What Is AWS Lambda?

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Lambda Serverless AWS DevOps 93

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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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 It frees you from worrying about how to package and deploy the application to the cloud, so you can focus on your application logic. Prerequisites.

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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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Netlify

DECEMBER 11, 2021

Yesterday we saw that you could deploy serverless functions by adding your JavaScript, TypeScript or Go files to a specified folder in your project. But how do you develop and test your functions locally so that you can validate that they work correctly before deploying them? Keep an eye on the blog and on Twitter for each feature!

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Serverless Testing How To Examples 59

Dzone - DevOps

FEBRUARY 15, 2023

This article provides a guide on how to migrate a MERN ( M ongo , E xpress , R eact , and N ode.js ) web application to a serverless environment. It not only looks at the process of migrating a non-serverless web application to a serverless environment, but it also explores two issues that arise during the migration process.

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Serverless AWS Applications Development 76

Stackery

APRIL 24, 2019

One of the biggest challenges when adopting serverless today is mastering the developer workflow. How do I develop locally?”, “How should I test?”, “Should I mock AWS services?”. These are common serverless questions, and the answers out there have been unsatisfying. Comic by Randall Munroe of xkcd.com.

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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

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Serverless Architecture AWS Healthcare 102

LaunchDarkly

NOVEMBER 29, 2022

This article will cover how to get LaunchDarkly set up in Lambda and show you how to handle those aspects that are unique to serverless.

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Dzone - DevOps

AUGUST 1, 2023

This follow-up blog post will demonstrate how to take an existing URL shortener service written using the Gin framework and run it as a serverless AWS Lambda function. The AWS Lambda Go API Proxy also supports Gin , which is one of the most popular Go web frameworks!

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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

Linux Academy

JUNE 4, 2019

What is serverless framework? The Serverless Framework is an open-source project that replaces traditional platforms (hardware, operating systems) with a platform that can run in a cloud environment. Serverless is beneficial as it lets you focus on delivering a product, rather than managing typical IT problems. Why use it?

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Dzone - DevOps

MAY 10, 2023

This is the second article to teach developers how to make serverless Java for dynamic data processing with a NoSQL database. In the previous article, you learned how to design an entity class and implement abstract services to bind the DynamoDB client for the REST APIs locally.

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Lambda Serverless AWS Data 96

Dzone - DevOps

JUNE 15, 2023

In this blog post, you will learn how to build a serverless solution for invoice processing using Amazon Textract , AWS Lambda , and the Go programming language. Invoices and expense receipt images uploaded to Amazon S3 will trigger a Lambda function which will extract invoice metadata (ID, date, amount, etc.)

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DevOps.com

JUNE 29, 2020

Here’s what you need to know to stay on track and on budget Organizations are already experiencing a shift toward serverless cloud computing. According to the O’Reilly “Serverless Survey 2019,” around 40% of respondents said they had implemented serverless architecture.

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Modus Create

MARCH 10, 2021

Serverless architecture has grown more popular since Amazon Web Services (AWS) introduced Lambda. Serverless allows the developer to focus only on the code itself. The New LAMP Stack: Serverless on AWS. In this tutorial, I’ll be covering how to use Bref to build a serverless Laravel application. Step 1: AWS User.

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Netlify

MAY 25, 2021

They talked about the Jamstack , and running serverless functions on static sites. which was run as a serverless function, went from nearly 0 to 2 million hits in just a few months and they didn’t even notice. What *can’t* you build with serverless? How to deploy Netlify Functions within a Next.js

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Serverless Applications How To PHP 52

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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CircleCI

MAY 27, 2022

To keep ahead of the curve, many organizations are looking at how to evolve their technical processes to accelerate their IT infrastructure development. Two of the most widely-used technologies to host these deployments are serverless functions and containers. What is serverless? Serverless technology is a bit of a misnomer.

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Serverless Applications Technical Review Microservices 52

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. With AppSync, DynamoDB Tables, SQL Databases (via Aurora Serverless), Lambda Functions, and ElasticSearch domains have all been elevated as first-class “Data Sources” for GraphQL resolvers.

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TechBeacon

SEPTEMBER 19, 2019

Serverless technologies can go a long way toward helping organizations with certain application needs avoid the complexity of infrastructure management. But implementing serverless apps has consequences. You can just throw code at the cloud and have an application.

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Serverless Testing How To Infrastructure 68

Cloudera

SEPTEMBER 30, 2022

With DFF, users now have the choice of deploying NiFi flows not only as long-running auto scaling Kubernetes clusters but also as functions on cloud providers’ serverless compute services including AWS Lambda, Azure Functions, and Google Cloud Functions. automate the handling of support tickets in a call center).

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Stacks on Stacks

NOVEMBER 18, 2020

Because you shouldn’t try to drink directly from the water hose Your guide to Serverless at re:Invent As you likely know, AWS re:Invent is free and virtual this year. That’s why, the team at Stackery created The Guide to Serverless at re:Invent. Because 2020 marks the year serverless goes ‘mainstream.” It’s a lot to take in?—?even

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Netlify

DECEMBER 10, 2021

These days we can use serverless functions to provide backend services for our projects. But building, deploying, and versioning serverless functions can be tricky, right? Netlify Functions adds an entire serverless development and deployment pipeline to your project as part of your existing workflow. No, not these days.

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TechBeacon

APRIL 10, 2019

When a newsletter publisher asked Ory Segal to try to hack his serverless application for registering subscribers, it didn't take long to find weaknesses in the application's design.

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