AWS Machine Learning - AI

NOVEMBER 18, 2024

Today, we are happy to announce the availability of Binary Embeddings for Amazon Titan Text Embeddings V2 in Amazon Bedrock Knowledge Bases and Amazon OpenSearch Serverless. The OpenSearch Serverless kNN plugin now supports 16-bit (FP16) and binary vectors, in addition to 32-bit floating point vectors (FP32). without reranking).

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Dzone - DevOps

FEBRUARY 14, 2024

The landscape of software development is constantly evolving, with emerging technologies reshaping the way applications are built and deployed. Among the most notable trends gaining traction is serverless architecture , offering developers a paradigm shift in how they approach application development.

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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

Stackery

MAY 29, 2019

If you’ve built a serverless application or two, you’re probably familiar with the benefits of serverless architecture. You don’t need to divert resources into developing and managing your own infrastructure platform. There’s another side to the serverless story: developer workflow.

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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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Artificial Inteligence Serverless Engineering Generative AI 120

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. Cloudside Development. This glossary will clarify some of them.

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Serverless Lambda AWS Resources 74

TechCrunch

JULY 13, 2022

DeltaStream, which is developing a streaming database platform geared toward enterprise customers, today announced that it raised $10 million in a seed round led by New Enterprise Associates. DeltaStream provides a serverless streaming database to manage, secure and process data streams.

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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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TechCrunch

MARCH 9, 2021

Last year , for example, Dfinity launched a proof of concept for an ‘open’ version of the professional social network, LinkedIn — which it punningly called ‘LinkedUp’ It went on to demo a TikTok clone — and to open TIC up to outside developers last summer. gallery ids="2122777,2122775,2122776"].

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AWS Machine Learning - AI

OCTOBER 21, 2024

However, by using various AWS services, you can quickly deploy a serverless solution to edit images. Amazon Bedrock is serverless, so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure.

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CIO

DECEMBER 20, 2024

Along the way, they are adopting new technologies and infrastructure that have to be incorporated into the application development and delivery process. Powerful DevOps and automation tools, as well as serverless infrastructure and managed container solutions, are more accessible than ever.

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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 87

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

APRIL 1, 2020

A great design tool validates service architectures, their communication flows and the infrastructure required to execute them—and builds a scaffold that can be seamlessly taken forward into development. In short, productivity and security in the serverless applications lifecycle starts at the design stage. The Stackery Visual Canvas.

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Serverless AWS Architecture Infrastructure 71

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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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 12

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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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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Stackery

AUGUST 11, 2020

Serverless + JAMstack is where web app architectures are going. Stackery is focused on helping developers leverage the power of AWS managed services. These are often referred to as static site generators, but I’m a fan of PayPal’s Jamund Ferguson rephrasing the term as static apps in the recent talk Bringing JAMstack to the Enterprise.

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AWS Machine Learning - AI

APRIL 23, 2024

Here are some features which we will cover: AWS CloudFormation support Private network policies for Amazon OpenSearch Serverless Multiple S3 buckets as data sources Service Quotas support Hybrid search, metadata filters, custom prompts for the RetreiveAndGenerate API, and maximum number of retrievals.

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Knowledge Base Scalability Applications Generative AI 123

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

OCTOBER 15, 2024

By practicing it regularly, individuals can build confidence, manage anxiety in a healthy way, and develop effective communication skills leading to successful public speaking engagements. or above, and the AWS Cloud Development Kit (AWS CDK) for Python and Git installed. Sonnet on Amazon Bedrock in your desired AWS Region.

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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. Python 3 installed in your development environment. AWS CDK installed in your development environment.

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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

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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AWS Machine Learning - AI

SEPTEMBER 26, 2024

This domain knowledge is traditionally captured in reference manuals, service bulletins, quality ticketing systems, engineering drawings, and more, but the quantity and complexity of documents is growing and takes time to learn. In RAG, these knowledge sources are often referred to as a knowledge base.

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Artificial Inteligence Generative AI Knowledge Base AWS 110

Netlify

APRIL 12, 2020

Set up a new site for local development with Netlify. Set up a new site for local development with Netlify Dev. The Stripe and serverless setup we’re going to build will work with any Jamstack-friendly development approach, including your favorite static site generator. Serverless Workflow for Stripe Checkout.

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Netlify

AUGUST 24, 2021

Check out the same-same-but-different projects using 11ty , Astro , Gridsome , and Nuxt by some very talented developers. Shopify recently added cart functionality to their Storefront API so we decided to try it out with Angular and Netlify Functions for some serverless action. Add taxes and shipping to show the user the total amount.

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AWS Machine Learning - AI

MAY 17, 2024

This means that you can develop comprehensive outputs through carefully curated prompts. You spend less time developing. The evaluation test suite consists of hundreds of test product reviews, a reference response to the review, and a set of rules to evaluate the LLM response against the reference response.

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Netlify

JULY 21, 2020

The ecosystem of Jamstack developer tools has experienced a flurry of innovation, some of which we’ve cataloged on staticgen.org and headlessCMS.org. We’ve been working with you to support this fast moving landscape with a platform to develop, build, and deploy all of your Jamstack sites and web apps. Changes in pricing and plans.

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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. We use the Amazon letters to shareholders dataset to develop this solution. Managing these interdependent parts can introduce complexities in system development and deployment.

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AWS Machine Learning - AI

MAY 21, 2024

As 20 Minutes’s technology team, we’re responsible for developing and operating the organization’s web and mobile offerings and driving innovative technology initiatives. Storm serves as the front end for Nova, our serverless content management system (CMS). These applications are a focus point for our generative AI efforts.

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CircleCI

JANUARY 22, 2020

Check out our post on test-driven development for more of our thoughts on how to write the most useful tests. Once teams feel confident in their code coverage, they often get stuck when it comes time to actually automate their deploys, as not all CI/CD tools let you deploy to modern services like AWS ECS, AWS Serverless, or Google Cloud Run.

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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

AWS Machine Learning - AI

AUGUST 26, 2024

AWS makes it possible for organizations of all sizes and developers of all skill levels to build and scale generative AI applications with security, privacy, and responsible AI. Docker is required for containerized application development and deployment. This tool is essential for building and deploying serverless applications.

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AWS Machine Learning - AI

AUGUST 28, 2024

Incorporating generative artificial intelligence (AI) into your development lifecycle can offer several benefits. For example, using an AI-based coding companion such as Amazon Q Developer can boost development productivity by up to 30 percent. Please refer to the official documentation to troubleshoot data source connectors.

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