AWS Machine Learning - AI

FEBRUARY 11, 2025

The service users permissions are authenticated using IAM Identity Center, an AWS solution that connects workforce users to AWS managed applications like Amazon Q Business. It enables end-user authentication and streamlines access management. The Process Data Lambda function redacts sensitive data through Amazon Comprehend.

Knowledge Base 80

Knowledge Base Lambda Enterprise AWS 80

AWS Machine Learning - AI

MARCH 4, 2025

Scalable architecture Uses AWS services like AWS Lambda and Amazon Simple Queue Service (Amazon SQS) for efficient processing of multiple reviews. Using Amazon Bedrock Knowledge Base, the sample solution ingests these documents and generates embeddings, which are then stored and indexed in Amazon OpenSearch Serverless.

Generative AI 92

Generative AI Technical Review Software Review Systems Review 92

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.

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Serverless Testing Applications Lambda 98

Stackery

NOVEMBER 4, 2019

I often get asked what software tools are ideal for a serverless developer. Serverless is, after all, about using a massive suite of platform tools to let you do minimal management. A smart-mouthed kid could say “all you need for serverless is a text editor, an AWS account, and a cup of coffee.”. Develop my lambda.

Serverless 16

Serverless Lambda AWS Course 16

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.

Serverless 71

Serverless AWS Lambda Part-Time VPE 71

Xebia

APRIL 20, 2023

The magic happens through a combination of Serverless, user input, a CloudFront distribution, a Lambda function, and the OpenAI API. The Lambda function is a Python script that incorporates the Xebia mission, vision, and values, as well as each leader’s personality and speaking style.

Artificial Intelligence 130

Artificial Intelligence Artificial Inteligence Leadership Lambda 130

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. The three cloud providers we will be comparing are: AWS Lambda. AWS Lambda. Azure Functions. Google Cloud. Capacity and Support .

Serverless 70

Serverless Lambda Cloud Azure 70

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.

Serverless 71

Serverless Lambda Development AWS 71

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? AWS Cheat Sheet: Is my Lambda exposed? Does the site force authentication that we might want to trickle down?

Serverless 59

Serverless Cloud Data Azure 59

Stackery

JULY 1, 2020

Information security & serverless applications. For example, newer services have finer-grained access controls, stateless connections, and time-based authentication. Lambda Function ? In the above example, we are adding permission for a Lambda Function to create, read, update, and delete items inside the table.

Serverless 72

Serverless AWS Authentication Lambda 72

AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. The Lambda wrapper function searches for similar questions in OpenSearch Service.

AWS 117

AWS Lambda Performance Artificial Inteligence 117

AWS Machine Learning - AI

FEBRUARY 9, 2024

Because Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. There can be different user authentication and authorization mechanisms deployed in an organization.

Lambda 136

Lambda Generative AI AWS Microservices 136

Stackery

FEBRUARY 11, 2019

Serverless has, for the last year or so, felt like an easy term to define: code run in a highly managed environment with (almost) no configuration of the underlying computer layer done by your team. Fair enough, but what is is a serverless application? Review: What’s a Lambda? But what are Lambdas again?

Serverless 53

Serverless Lambda AWS Software Review 53

Tamnoon

MARCH 17, 2025

Serverless architecture accelerates development and reduces infrastructure management, but it also introduces security blind spots that traditional tools often fail to detect. AWS Lambda, API Gateway, and DynamoDB have revolutionized application development, eliminating infrastructure concerns and creating new security challenges.

Serverless 52

Serverless AWS Lambda How To 52

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.

Serverless 59

Serverless Lambda Development Microservices 59

Xebia

APRIL 23, 2024

In this blog post a single Lambda function is used to handle both incoming commands and incoming interactivity. Slack API reaching out to AWS Lambda. Creating your Handler using an AWS Lambda Function In this example I am going to use a Node.js AWS Lambda function to host the handler. ” message. In a Node.js

Lambda 130

Lambda AWS Authentication Construction 130

O'Reilly Media - Ideas

JANUARY 14, 2020

Get a basic understanding of serverless, then go deeper with recommended resources. Serverless is a trend in computing that decouples the execution of code, such as in web applications, from the need to maintain servers to run that code. Serverless also offers an innovative billing model and easier scalability.

Serverless 59

Serverless Lambda AWS Architecture 59

AWS Machine Learning - AI

DECEMBER 4, 2024

SageMaker Unified Studio can authenticate you with your AWS Identity and Access Management (IAM) credentials, credentials from your identity provider through the AWS IAM Identity Center , or with your SAML credentials. Select OpenSearch Serverless as your vector store. For the Authentication method , select API Keys (Max.

Generative AI 94

Generative AI Applications Technical Review Software Review 94

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.

Serverless 74

Serverless Artificial Inteligence AWS Software Review 74

Stackery

JULY 29, 2019

Pssst… someone asked me to pass you this note: Now that you’re invited, here’s the lowdown: Starting this Wednesday, you get the unique chance to attend four weeks of live working sessions with some of the top minds in serverless. They’ll prepare you to build production-ready serverless applications with the best practices of AWS top-of-mind.

Serverless 11

Serverless AWS Lambda Engineering 11

Honeycomb

JANUARY 10, 2020

We’re big fans of AWS Lambda at Honeycomb. As you may have read , we recently made some major improvements to our storage engine by leveraging Lambda to process more data in less time. For this project, that meant getting instrumentation out of Lambda and into Honeycomb. Bootstrapping the app. package.json serverless.yml todos.

Lambda 52

Lambda Examples Serverless AWS 52

AWS Machine Learning - AI

MARCH 7, 2024

The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow. The Step Functions workflow invokes a Lambda function to generate a status report. API Gateway uses an Amazon Cognito authorizer to authenticate requests. The Step Functions workflow runs the following steps for each image: 5.1

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AWS Lambda Generative AI Report 128

Stackery

FEBRUARY 21, 2019

Lambda@Edge is a compute service that allows you to write JavaScript code that executes in any of the 150+ AWS edge locations making up the Amazon CloudFront content delivery network (CDN) service. Lambda@Edge has some design limitations: Node.JS Lambda@Edge has some design limitations: Node.JS Lambda@Edge.

Lambda 56

Lambda AWS Internet Serverless 56

Stackery

NOVEMBER 21, 2019

This is my time to give back to the types of users who have inspired me ever since I entered the serverless space. The last few months have been a whirlwind, culminating in being named an AWS Serverless Hero. One such conference I attended and spoke at was Serverless Architecture Conference 2019 in Berlin, Germany.

Serverless 9

Serverless Conference Architecture AWS 9

AWS Machine Learning - AI

SEPTEMBER 17, 2024

Our solution uses an FSx for ONTAP file system as the source of unstructured data and continuously populates an Amazon OpenSearch Serverless vector database with the user’s existing files and folders and associated metadata. The RAG Retrieval Lambda function stores conversation history for the user interaction in an Amazon DynamoDB table.

Generative AI 79

Generative AI AWS Applications Serverless 79

AWS Machine Learning - AI

AUGUST 26, 2024

API Gateway instantiates an AWS Step Functions The state machine orchestrates the AI/ML services Amazon Transcribe and Amazon Bedrock and the NoSQL data store Amazon DynamoDB using AWS Lambda functions. This API layer is fronted by API Gateway, which allows the user to authenticate, monitor, and throttle the API request.

Generative AI 108

Generative AI AWS 3D Video 108

Stacks on Stacks

FEBRUARY 11, 2019

Serverless has, for the last year or so, felt like an easy term to define: code run in a highly managed environment with (almost) no configuration of the underlying computer layer done by your team. Fair enough, but what is is a serverless application? Review: What’s a Lambda? But what are Lambdas again?

Serverless 40

Serverless Lambda AWS Software Review 40

Stackery

JUNE 10, 2019

Many people writing about AWS Lambda view Node as the code-default. I’ve been guilty of this in my own articles, but it’s important to remember that Python is a ‘first-class citizen’ within AWS and is a great option for writing readable Lambda code. Calling one Lambda with another Lambda. Create an Lambda client.

Lambda 40

Lambda Serverless AWS Authentication 40

Altexsoft

SEPTEMBER 6, 2023

Serverless security has become a significant player in the B2B tech landscape. billion in 2021, the serverless security market is projected to surge to USD 5.1 Furthermore, as per recent data , 21% of enterprises have already integrated serverless technology and an additional 39% are exploring its potential. Let’s get started.

Serverless 52

Serverless Applications Cloud AWS 52

CircleCI

JULY 22, 2022

The launch template and Auto Scaling group will be used to launch instances based on the queue depth (the number of jobs in the queue) value provided by the runner API for a given runner resource class — all triggered by a Lambda function that checks the API periodically. Setting up a runner resource class in CircleCI.

AWS 98

AWS Lambda Meeting Software Review 98

The Agile Monkey

NOVEMBER 27, 2018

Utilizing AWS Hosted Technologies to Bootstrap a Simple Cloud E-Commerce Solution A Very Brief Serverless Introduction There are plenty of blog posts and documentation that give introductions to serverless architectures in general and specific providers and technologies. Using Serverless Framework, a single command deploys everything.

Serverless 40

Serverless AWS Architecture Microservices 40

Stacks on Stacks

FEBRUARY 21, 2019

Lambda@Edge is a compute service that allows you to write JavaScript code that executes in any of the 150+ AWS edge locations making up the Amazon CloudFront content delivery network (CDN) service. Lambda@Edge has some design limitations: Node.JS Lambda@Edge has some design limitations: Node.JS

Lambda 40

Lambda AWS Internet Serverless 40

CIO

MARCH 6, 2023

Then coupling with AWS’ strong authentication mechanisms, we can say with certainty that we have security and restrictions around who can access data.” That is invaluable when optimizing your site.”

Artificial Inteligence 133

Artificial Inteligence Generative AI Storage AWS 133

AWS Machine Learning - AI

JULY 30, 2024

Deploy the Mediasearch Q Business finder component The Mediasearch finder uses Amazon Cognito to authenticate users to the solution. For an authenticated user to interact with an Amazon Q Business application, you must configure an IAM Identity Center customer managed application that either supports SAML 2.0 or OAuth 2.0.

Media 93

Media Lambda AWS Video 93

Perficient

MARCH 13, 2023

GitOps is a RedHat’s distribution of ArgoCD which is delivered as an Operator, and integrates seamlessly with Openshift RBAC and single-sign on authentication. Like other RedHat’s managed operators, it comes already integrated with Openshift RBAC and authentication.

Serverless 83

Serverless Azure Metrics AWS 83

Linux Academy

NOVEMBER 6, 2019

Building a Full-Stack Serverless Application on AWS. Trigger an AWS Lambda Function from an S3 Event. Configuring Key-Based Authentication. Configure Directory and File Access and Add Basic Authentication. Building a Full-Stack Serverless Application on AWS. Setting Up Lambda Functions with S3 Event Triggers.

Google Cloud 16

Google Cloud Linux Azure AWS 16

O'Reilly Media - Ideas

MAY 3, 2022

Web Assembly is making inroads; here’s a list of startups using wasm for everything from client-side media editing to building serverless platforms, smart data pipelines, and other server-side infrastructure. Lambda Function URLs automate the configuration of an API endpoint for single-function microservices on AWS. QR codes are awful.

Artificial Inteligence 121

Artificial Inteligence Trends Energy Software Review 121