AWS Machine Learning - AI

MARCH 14, 2025

In this post, we create a computer use agent demo that provides the critical orchestration layer that transforms computer use from a perception capability into actionable automation. This demo deploys a containerized application using AWS Fargate across two Availability Zones in the us-west-2 Region.

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Netlify

MARCH 12, 2020

Evolution of hosting architectures. Enablers of the architectural model. Architectural complexity and the benefits of JAMstack and modern CDNs. Creating an API with serverless functions. Demo – Gradual migration to the JAMstack. ?? Demo of adding new static views or proxying to existing resources. ??

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Stackery

OCTOBER 14, 2019

re:Invent is more than a month away but there have already been some great guides for the event, and many of them focus on serverless. The Power of Serverless for Transforming Careers and Communities. Build observability into a serverless application SVS215-R. Leadership session: Containers and Serverless CON213-L.

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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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Stackery

FEBRUARY 26, 2020

I wanted to share a fantastic talk from a recent Portland Serverless Architecture Meetup on AWS CloudFormation , how to get started, and how Stackery can help. Team Stackery has been hosting the PDX Serverless Architecture meetup at our Portland office since June of 2018, although the meetup began the year before.

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Stackery

SEPTEMBER 30, 2019

Autumn in the Big Apple with a ton of serverless enthusiasts? If you have tickets to attend ServerlessConf, then you’re already pumped to hear about the creativity and focus serverless architecture unlocks for the presenters and attendees alike! Leveling Up in Serverless. Running a Serverless Insurance Company.

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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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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. The following diagram depicts a high-level RAG architecture.

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Cloudera

NOVEMBER 16, 2021

NiFi as a Function in DataFlow Service provides an efficient, cost optimized, scalable way to run NiFi flows in a completely serverless fashion. It also effectively provides a serverless architecture and is very widely used when building microservices applications.

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Stackery

DECEMBER 11, 2019

At re:Invent 2019, Farrah and I gave a talk on our paths into the tech industry, how serverless helped us both build some of our first products, and how serverless represents a new mindset. FARRAH: I’d like to talk about how my path to the tech industry and serverless with Stackery.

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Mike Roberts

DECEMBER 6, 2017

the Functions-as-a-Service (FaaS) platform which is the core of AWS’ larger Serverless service suite. Traffic shaping / canary deployment was pre-announced at Serverless Conf NYC in October, and this is now available. the Serverless Application Model, and Amazon’s answer to the Serverless Framework?—?got Let’s dig in!

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Xebia

MAY 14, 2024

While Azure Web Apps for Containers provides a more specialized environment for web hosting, it might not offer the granularity of control or scalability needed for more complex, microservices-based architectures or applications with high demands for customization and scalability. Kubernetes Cluster). Kubernetes Cluster).

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AWS Machine Learning - AI

AUGUST 26, 2024

In this post, we dive into the architecture and implementation details of GenASL, which uses AWS generative AI capabilities to create human-like ASL avatar videos. The following diagram shows a high-level overview of the architecture. This tool is essential for building and deploying serverless applications.

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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. Watch this video demo for a step-by-step guide.

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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. Additionally, AWS serverless security pitfalls that compliance checklists often overlook.

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Stackery

DECEMBER 4, 2019

It was a huge honor to be named an AWS Serverless Hero a few weeks ago. But I think that’s a good thing in the end because it means I still really want to please the people doing serverless development and really that’s the point of Stackery in the first place: We are happy to extend a warm invitation to @FarrahC32 on behalf of AWS ????

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Netlify

APRIL 21, 2020

We’ll also cover the future of Jamstack for many use cases, including new innovations, demos and case studies. You’ll see a live demo, a real world example of a major brand using Drupal and the Jamstack, and more! Learn WordPress on the Jamstack in this demo. It is a free virtual, online event. Refined Name for Jamstack.

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AWS Machine Learning - AI

MARCH 20, 2025

Moreover, Amazon Bedrock offers integration with other AWS services like Amazon SageMaker , which streamlines the deployment process, and its scalable architecture makes sure the solution can adapt to increasing call volumes effortlessly. This is powered by the web app portion of the architecture diagram (provided in the next section).

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Netlify

JULY 19, 2021

The demo site. Architectural overview. Abstracting these to serverless functions meant that we could all have a simplified API for our sites which talked to Shopify for us. Adding these lines to the netlify.toml file means that we can talk to the serverless functions with some lovely clarity. Shall we explore a little?

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The Agile Monkey

OCTOBER 30, 2019

Designing a more approachable Serverless experience By The Agile Monkeys ’ innovation team: Javier Toledo , Álvaro López Espinosa , & Nick Tchayka , with reviews and contributions from many other people in our company. It’s easy to underestimate the effort required to learn serverless technologies!

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Mike Roberts

DECEMBER 6, 2017

the Functions-as-a-Service (FaaS) platform which is the core of AWS’ larger Serverless service suite. Traffic shaping / canary deployment was pre-announced at Serverless Conf NYC in October, and this is now available. the Serverless Application Model, and Amazon’s answer to the Serverless Framework?—?got Let’s dig in!

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AWS Machine Learning - AI

MARCH 7, 2024

The following diagram provides a simplified view of the solution architecture and highlights the key elements. He works with AWS partners and customers to provide them with architectural guidance for building scalable architecture and implementing strategies to drive adoption of AWS services.

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AWS Machine Learning - AI

SEPTEMBER 26, 2024

In many generative AI applications built on proprietary technical document libraries, these concerns can be addressed by using the RAG architecture. This architecture combines a general-purpose large language model (LLM) with a customer-specific document database, which is accessed through a semantic search engine.

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Confluent

SEPTEMBER 26, 2019

explains in more detail why many new integration architectures leverage Apache Kafka instead of legacy tools like RabbitMQ, ETL, and ESB. Kafka Connect is a core component in event streaming architecture. Kafka often acts as the core foundation of a modern integration layer. In addition, it is often used for smaller datasets (e.g.,

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Analytics Serverless Blockchain Microservices 21

Cloudera

JANUARY 17, 2024

It allows developers to interactively design data flows in a drag and drop designer, which can be deployed as continuously running, auto-scaling flow deployments or event-driven serverless functions. Target architecture: connecting the pieces The key to insightful Grafana dashboards is having access to relevant application metrics.

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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 following figure illustrates the core architecture for the NLQ capability.

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Netlify

SEPTEMBER 26, 2021

Live demos. Twilio’s sustained growth over the last decade has led to several architectural iterations of the Twilio Console. With just a Vue frontend deployed on Netlify and a single-third party API (daily-js), we’ll create a live interactive demo that allows people to collaboratively create music. Wig changes.

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Stackery

FEBRUARY 24, 2020

Based on the hackathons hosted at re:Invent, this brought together about 100 developers of all skill levels to break up into small teams and produce a demo product in 10 hours. Take a minute to think about how your demo will look on stage. A demo you can easily project and present from the lectern will generate a lot more excitement.

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Kentik

FEBRUARY 20, 2023

These distributed, data-intensive architectural components require layers of abstraction for deployment, orchestration, security, observability, and platform integrations, creating complex and dynamic networks. Cloud networking helps enterprises ensure these connections are cost-effective, secure, performant, and reliable.

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Honeycomb

JANUARY 19, 2022

Watch Liz and Mandy’s full demo for more in-depth details on how Honeycomb and PagerDuty work together. . Liz Fong-Jones and CircleCI’s Ryan Pedersen demo how Honeycomb works with CircleCI using the Honeycomb orb. See inside your serverless execution. While deploying serverless code is fairly easy, debugging can be a pain.

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AWS Machine Learning - AI

FEBRUARY 29, 2024

Knowledge Bases is completely serverless, so you don’t need to manage any infrastructure, and when using Knowledge Bases, you’re only charged for the models, vector databases and storage you use. Build a knowledge base for Amazon Bedrock In this section, we demo the process of creating a knowledge base for Amazon Bedrock via the console.

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AWS Machine Learning - AI

SEPTEMBER 24, 2024

It’s a fully serverless architecture that uses Amazon OpenSearch Serverless , which can run petabyte-scale workloads, without you having to manage the underlying infrastructure. The following diagram illustrates the solution architecture. This is where the content for the demo solution will be stored.

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The Agile Monkey

MARCH 22, 2019

Introduction Serverless computing is a hot topic in technology right now. As a result of this interest, all the main cloud vendors are providing their own serverless solutions. As we mentioned before, OpenWhisk is an event-driven serverless platform. Openwhisk internal architecture (image from [link] ).

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Netlify

MAY 11, 2020

The full agenda is now available for Jamstack Conf Virtual , the place for frontend and full stack developers to learn all things Jamstack, the modern web architecture. This special edition of Jamstack Conf will explore the current pandemic and the role of the web, in addition to case studies, demos, lightning launches and hands-on workshops.

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AWS Machine Learning - AI

MAY 13, 2024

It’s serverless, so you don’t have to manage any infrastructure. The output vector representations were stored in a newly created vector store for efficient retrieval from the Amazon OpenSearch Serverless vector search collection.

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CircleCI

MAY 18, 2021

Serverless computing , a model in which the provider manages the server, lets developers focus on writing dedicated pieces of application logic. Serverless computing has been adopted by many development teams because it auto-scales. Almost every big cloud computing service provider has their own version of serverless offerings.

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Honeycomb

NOVEMBER 28, 2022

These integrations use a combination of serverless technologies, including AWS Kinesis Data Firehose and AWS Lambda , so that you don’t have to run extra infrastructure or agents. As an example, check out the demo video below. The architecture diagram above illustrates how our new Honeycomb AWS Integrations work.

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