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. Review and prepare the dataset.

Serverless 133

Serverless Artificial Inteligence Engineering Generative AI 133

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. This allows users to download initial version of the AWS Well-Architected report from the AWS Well-Architected Tool console on completion of the assessment.

Generative AI 115

Generative AI Technical Review Software Review Systems Review 115

Stackery

MARCH 26, 2019

Since there isn’t a dedicated serverless track, we built one for you. Here are our five recommendations: 1) To find sessions and navigate the event, download the AWS Summits mobile app. 12:00 PM - 01:00 PM A culture of rapid innovation with DevOps, microservices, & serverless. You’re not alone. Trust us on this one.

Serverless 83

Serverless AWS Microservices DevOps 83

Dzone - DevOps

MARCH 11, 2023

Step 1: Set Up Clusters and Clients Create two Viridian Serverless clusters that you’ll use as your primary and secondary clusters and then download and connect sample Java clients to them.

Serverless 97

Serverless Disaster Recovery WAN How To 97

DevOps.com

NOVEMBER 13, 2019

Traditional development methods for an online or downloadable app can take months, given the backend development aspects that need to be managed—infrastructure provisioning and management, security, scalability, consistency and more, particularly for companies that have users around the globe and potentially very high usage demands. […].

Serverless 17

Serverless Scalability Infrastructure Development 17

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?

Serverless 109

Serverless Lambda AWS Systems Review 109

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 90

Serverless Artificial Inteligence AWS Software Review 90

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. When processing is triggered, endpoints are automatically initialized and model artifacts are downloaded from Amazon S3.

Artificial Inteligence 66

Artificial Inteligence Open Source AWS Serverless 66

Palo Alto Networks

OCTOBER 22, 2024

Cloud-native application protection platforms (CNAPPs) that provide comprehensive security across the entire cloud-native stack, including containers, serverless functions and APIs. Download our paper, Cortex XDR for Cloud. Cloud Curious? Get up to speed and visit our Cortex Cloud Detection and Response page.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

AWS Machine Learning - AI

NOVEMBER 6, 2024

You can download Python from the official website or use your Linux distribution’s package manager. The AWS deployment architecture makes sure the Python application is hosted and accessible from the internet to authenticated users. The AWS Command Line Interface (AWS CLI).

Generative AI 119

Generative AI AWS Artificial Inteligence Applications 119

AWS Machine Learning - AI

DECEMBER 4, 2024

Download all three sample data files. Select OpenSearch Serverless as your vector store. Import the API schema from the openapi_schema.json file that you downloaded earlier. Additionally, the structured data source is randomly generated on download, so our results will not necessarily agree.

Generative AI 106

Generative AI Applications Technical Review Software Review 106

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? .

Serverless 12

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? Security Risks of Serverless as a Perimeter Choosing the right serverless offering entails operational and security considerations.

Serverless 59

Serverless Cloud Data Azure 59

Erik Bernhardsson

DECEMBER 6, 2022

Instead of the loop of: build container → push container → trigger job → download logs which can take a few minutes if you're lucky, or a few hours if you're unlucky (especially if there's version control and CI/CD in that feedback loop). And it's serverless 6 , so you only pay for the actual usage. How does it work?

Fractional CTO 242

Fractional CTO CTO Coach Software Engineering Serverless 242

Stackery

AUGUST 8, 2019

Have you been attending Stackery’s Serverless Summer School? Would my brain need some debugging after trying to download a bunch of information that I didn’t really get? I’ve seen it said time and again, and now I can pretty well vouch that it’s true: serverless really is for everyone. Was it going to be over my head?

Serverless 9

Serverless AWS Engineering Banking 9

AWS Machine Learning - AI

MARCH 20, 2025

Deploy the solution Complete the following deployment steps: Download the code from GitHub. We dont focus on defining these services in this post, but we do use them to show use cases for the new Amazon Bedrock features within SageMaker Unified Studio.

Generative AI 115

Generative AI Systems Review System Lambda 115

Palo Alto Networks

MAY 15, 2020

Cloud native development relies on workloads spread across any number of compute options – virtual machines (VMs), containers, serverless and many points in between. You can download a copy of the 2020 “Market Guide for Cloud Workload Protection Platforms” to read in full. Serverless protection.

Marketing 98

Marketing Cloud Serverless Architecture 98

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. Knowledge Bases for Amazon Bedrock Knowledge Bases for Amazon Bedrock is a serverless option to build powerful conversational AI systems using RAG. Note this is one single git clone command.

Knowledge Base 130

Knowledge Base Artificial Inteligence Applications Lambda 130

Perficient

FEBRUARY 20, 2023

In this article, we’re going to explore how to deploy an AWS serverless infrastructure capable of storing and releasing data through typical actions (transcription, call recording, sending SMS through messaging services, etc.) Once your user is successfully created, you will be able to download your credentials for safe keeping.

Serverless 64

Serverless AWS Lambda Infrastructure 64

Erik Bernhardsson

OCTOBER 18, 2022

But we don't: When I compile code, I want to fire up 1000 serverless container and compile tiny parts of my code in parallel. Increasing broadband penetration initially enabled music downloading, but quickly also made the location of the music bits irrelevant. Fewer constraints. Lower costs. At the same time, Napster et.

Cloud 273

Cloud Lambda Software Engineering AWS 273

Palo Alto Networks

MAY 25, 2021

By leveraging the cloud and new architectures, such as containers, Kubernetes and serverless, enterprises can deploy more quickly than ever before. Security tools need to be purpose-built for new architectures across hosts, containers and serverless, to prioritize risk at runtime and integrate security into current DevOps workflows.

Cloud 91

Cloud Serverless SDLC DevOps 91

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.

Generative AI 116

Generative AI Artificial Inteligence AWS Technical Review 116

AWS Machine Learning - AI

AUGUST 26, 2024

DevOps From a DevOps perspective, the frontend uses Amplify to build and deploy, and the backend is uses AWS Serverless Application Model (AWS SAM) to build, package, and deploy the serverless applications. You can download and install Docker from Docker’s official website. AWS SAM CLI – Install the AWS SAM CLI.

Generative AI 121

Generative AI AWS 3D Video 121

The Crazy Programmer

FEBRUARY 21, 2019

First thing you’ll want to do is download ops itself: curl [link] -sSfL | sh. > From a fresh install you’ll see that there are several pre-made packages available: Let’s go ahead and download the php package. Let’s start with a short example: Let’s create a working directory: mkdir p. Now put this into test.php: <?php.

Linux 22

Linux Applications PHP Open Source 22

The Agile Monkey

JANUARY 16, 2019

In this article you will learn how to setup your project with Serverless Framework for an existing Serverless application in order to make your application easier to manage. Serverless Framework could also make things a lot easier for your automated backend deployments. The application sounds really cool right?…

Serverless 40

Serverless Applications Lambda Software Review 40

AWS Machine Learning - AI

DECEMBER 11, 2024

We work backward from the customers business objectives, so I download an annual report from the customer website, upload it in Field Advisor, ask about the key business and tech objectives, and get a lot of valuable insights. I then use Field Advisor to brainstorm ideas on how to best position AWS services.

AWS 107

AWS Generative AI Technical Review Artificial Inteligence 107

AWS Machine Learning - AI

JULY 3, 2024

If you want to follow along in your AWS account, download the file. Take note of the AWS Identity and Access Management (IAM) service role name in the Knowledge base overview In the Vector database section, take note of the Amazon OpenSearch Serverless collection ARN. Each medical record is a Word document.

Knowledge Base 133

Knowledge Base Artificial Inteligence Generative AI AWS 133

Palo Alto Networks

NOVEMBER 26, 2019

This release is focused on two things: integration with Prisma Cloud, including a new SaaS deployment option, and integrating PureSec capabilities into serverless Defender. Strengthening Serverless Security Capabilities: PureSec Integration. The PureSec team built end-to-end application security features for serverless architectures.

Cloud 69

Cloud Serverless Firewall Azure 69

AWS Machine Learning - AI

MAY 31, 2024

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 Amazon Web Services (AWS) tools without having to manage infrastructure. Each embedding aims to capture the semantic or contextual meaning of the data.

Knowledge Base 130

Knowledge Base Artificial Inteligence AWS Serverless 130

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 95

Generative AI AWS Applications Serverless 95

CircleCI

DECEMBER 12, 2019

Lumigo software engineer Idan Sofer outlines how he utilized CircleCI to proactively root out flaky integration tests in a fully serverless environment. Integration tests are critical when you’re developing a serverless application. Serverless Framework - for developing and deploying AWS resources. Our integration testing stack.

Testing 19

Testing Serverless Report Software Engineering 19

Datavail

AUGUST 31, 2021

Azure Functions is Microsoft Azure’s serverless computing solution. The term “serverless computing” is a bit of a misnomer: applications still run on servers, but developers don’t have to worry about the tasks of provisioning and maintaining them. Serverless computing requires zero support and maintenance obligations for developers.

Azure 92

Azure Applications Technology Cloud 92

Mike Roberts

MARCH 14, 2018

the Serverless Application Repository (SAR)?—?at The general goal of SAR is to make it easier to distribute, and consume, applications that have been developed using AWS Serverless products, like Lambda. Thanks to @ 3Nimbus / [link] What is the Serverless Application Repository? Enter the Serverless Application Repository.

Serverless 40

Serverless AWS Applications Lambda 40

Mike Roberts

MARCH 14, 2018

the Serverless Application Repository (SAR)?—?at The general goal of SAR is to make it easier to distribute, and consume, applications that have been developed using AWS Serverless products, like Lambda. Thanks to @ 3Nimbus / [link] What is the Serverless Application Repository? Enter the Serverless Application Repository.

Serverless 40

Serverless AWS Applications Lambda 40

MagmaLabs

JULY 16, 2020

– Browse serverless app repository: ?. And, this one permits you to deploy a sample Lambda application from the AWS Serverless Application Repository.?. ?. package jsonpickle boto3 aws_xray_sdk Collecting jsonpickle Using cached [link] Collecting boto3 Downloading [link] (128kB) |????????????????????????????????|

Lambda 98

Lambda AWS How To Serverless 98

Xebia

MAY 14, 2024

This is where Azure Container Apps enters, it is a fully managed serverless container service offered by Microsoft Azure that enables teams to deploy and run containerized applications without worrying about managing the underlying infrastructure (a.k.a Download the magazine here. Kubernetes Cluster). Kubernetes Cluster).

Azure 130

Azure Microservices Serverless Software Review 130

CircleCI

OCTOBER 14, 2022

Creating a pipeline to continuously deploy your serverless workload on a Kubernetes cluster. The serverless approach to computing can be an effective way to solve this problem. Serverless allows running event-driven functions by abstracting the underlying infrastructure. This tutorial covers: Setting up Knative and ArgoCD.

Serverless 52

Serverless Azure Policies Resources 52