Netlify

MAY 26, 2021

Why I migrated my dynamic sites to a serverless architecture. Like most web developers these days, I’ve heard of serverless applications and Jamstack for a while. The idea of serverless for a tool that is mostly static content is appealing. Not the usual serverless migration. Take Neutrality.wtf , for example.

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TechCrunch

DECEMBER 15, 2020

Currently, Supabase includes support for PostgreSQL databases and authentication tools , with a storage and serverless solution coming soon. One of Supabase’s full-time employees maintains the PostgREST tool for building APIs on top of the database, for example.

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Open Source Serverless Scalability Comparison 255

Dzone - DevOps

MAY 1, 2023

With the growth of the application modernization demands, monolithic applications were refactored to cloud-native microservices and serverless functions with lighter, faster, and smaller application portfolios for the past years.

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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.

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AWS Machine Learning - AI

SEPTEMBER 3, 2024

That’s where the new Amazon EMR Serverless application integration in Amazon SageMaker Studio can help. In this post, we demonstrate how to leverage the new EMR Serverless integration with SageMaker Studio to streamline your data processing and machine learning workflows.

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Serverless AWS Artificial Inteligence Big Data 113

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?

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Serverless Lambda AWS Systems Review 109

AWS Machine Learning - AI

JANUARY 22, 2025

The following graphic is a simple example of Windows Server Console activity that could be captured in a video recording. For example, the use of shortcut keys like Ctrl + S to save a document cant be detected from an image of the console. We must also account for limitations in the data that we ask Anthropics Claude to analyze.

Generative AI 108

Generative AI Video Analysis Technical Review 108

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. Multiple specialized Amazon Simple Storage Service Buckets (Amazon S3 Bucket) store different types of outputs.

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AWS Machine Learning - AI

NOVEMBER 22, 2023

SageMaker JumpStart is ideally suited for generative AI use cases for FinServ customers because it offers the following: Customization capabilities – SageMaker JumpStart provides example notebooks and detailed posts for step-by-step guidance on domain adaptation of foundation models. An OpenSearch Serverless collection.

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AWS Machine Learning - AI

NOVEMBER 22, 2024

Since 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. Our pricing model varies depending on the project, but we always aim to provide cost-effective solutions.

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Generative AI AWS Technical Review Backup 87

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. This glossary will clarify some of them. We call it Cloudlocal, try it for yourself.

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Serverless Lambda AWS Resources 74

AWS Machine Learning - AI

APRIL 29, 2025

As an example, the OWASP Top 10 for LLMs can serve as a comprehensive framework for identifying and addressing critical AI vulnerabilities. For example, you can specify input features such as gender or age, and SageMaker Clarify will run an analysis job to detect imbalances in those features.

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Generative AI Weak Development Team AWS Artificial Inteligence 68

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. You don’t have to manage servers to run apps, storage systems, or databases at any scale.

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AWS Machine Learning - AI

OCTOBER 31, 2024

With this solution, you can interact directly with the chat assistant powered by AWS from your Google Chat environment, as shown in the following example. On the Configuration tab, under Application info , provide the following information, as shown in the following screenshot: For App name , enter an app name (for example, bedrock-chat ).

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AWS Machine Learning - AI

NOVEMBER 7, 2024

It contains services used to onboard, manage, and operate the environment, for example, to onboard and off-board tenants, users, and models, assign quotas to different tenants, and authentication and authorization microservices. API Gateway is serverless and hence automatically scales with traffic. The component groups are as follows.

Generative AI 110

Generative AI AWS Enterprise Artificial Inteligence 110

AWS Machine Learning - AI

APRIL 9, 2025

For example, a marketing content creation application might need to perform task types such as text generation, text summarization, sentiment analysis, and information extraction as part of producing high-quality, personalized content. An example is a virtual assistant for enterprise business operations.

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Artificial Inteligence Generative AI AWS Applications 122

AWS Machine Learning - AI

OCTOBER 29, 2024

Through code examples and step-by-step guidance, we demonstrate how you can seamlessly integrate this solution into your Amazon Bedrock application, unlocking a new level of visibility, control, and continual improvement for your generative AI applications. Additionally, you can choose what gets logged.

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Generative AI Applications AWS Knowledge Base 109

CIO

NOVEMBER 2, 2023

After being in cloud and leveraging it better, we are able to manage compute and storage better ourselves,” said the CIO, who notes that vendors are not cutting costs on licenses or capacity but are offering more guidance and tools. He went with cloud provider Wasabi for those storage needs. “We

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Strategy Cloud Data Center Budget 211

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 85

AWS Machine Learning - AI

NOVEMBER 7, 2024

Although the principles discussed are applicable across various industries, we use an automotive parts retailer as our primary example throughout this post. The workflow includes the following steps: Documents (owner manuals) are uploaded to an Amazon Simple Storage Service (Amazon S3) bucket.

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Lambda Enterprise Automotive Knowledge Base 126

AWS Machine Learning - AI

MARCH 13, 2025

For example, MaestroQA offers sentiment analysis for customers to identify the sentiment of their end customer during the support interaction, enabling MaestroQAs customers to sort their interactions and manually inspect the best or worst interactions. For example, Can I speak to your manager?

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Generative AI CTO Coach AWS Artificial Inteligence 109

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.

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AWS Machine Learning - AI

DECEMBER 4, 2024

For example, by the end of this tutorial, you will be able to query the data with prompts such as “Can you return our five top selling products this quarter and the principal customer complaints for each?” Select OpenSearch Serverless as your vector store. Choose Click to upload , and upload the three files.

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Generative AI Applications Technical Review Software Review 104

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.

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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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CIO

OCTOBER 19, 2023

For example, two data sources may have different data types of the same field or different definitions for the same partner data. It is difficult to scale storage and process infrastructure to manage the sheer increase in the volume. MonkeyLearn, for example, implements ML algorithms for finding patterns.

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Data Scalability Serverless Enterprise 190

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

Stackery

FEBRUARY 28, 2019

Security is Less of a Problem with Serverless but Still Critical. But the fact is, the two resources I just shared serve as amazing documentation; Ory found examples of these vulnerabilities in active GitHub repos! It might seem like a serverless function just isn’t vulnerable to code injection. Get the full guide here.

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AWS Machine Learning - AI

NOVEMBER 14, 2024

If an image is uploaded, it is stored in Amazon Simple Storage Service (Amazon S3) , and a custom AWS Lambda function will use a machine learning model deployed on Amazon SageMaker to analyze the image to extract a list of place names and the similarity score of each place name. Here is an example from LangChain.

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Artificial Inteligence Generative AI Travel AWS 108

AWS Machine Learning - AI

DECEMBER 11, 2024

The following screenshot shows an example of an interaction with Field Advisor. For example, an account manager can upload a document representing their customers account plan, and use the assistant to help identify new opportunities with the customer. Outside of work, he enjoys golfing, biking, and exploring the outdoors.

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AWS Generative AI Technical Review Artificial Inteligence 99

AWS Machine Learning - AI

FEBRUARY 9, 2024

For example, they may need to track the usage of FMs across teams, chargeback costs and provide visibility to the relevant cost center in the LOB. For example, if only specific FMs may be approved for use. Additionally, they may need to regulate access to different models per team.

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RapidValue

JANUARY 5, 2020

One such service is their serverless computing service , AWS Lambda. For the uninitiated, Lambda is an event-driven serverless computing platform that lets you run code without managing or provisioning servers and involves zero administration. For example, for Java, it involves implementing standard interfaces. zip or jar.

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Lambda Serverless AWS Architecture 61

Erik Bernhardsson

DECEMBER 6, 2022

We build it super fast — the above example in a couple of seconds, since we built our own container builder and have fast machines in the cloud with super fast internet. And it's serverless 6 , so you only pay for the actual usage. But under the hood, the we use a content-addressed storage system. DebianSlim(). How does it work?

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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. This allows you to get started on serverless applications and experiment with Google services at no cost. Description. Can be increased.

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Tenable

JULY 24, 2024

Organizations that have used Google Cloud Platform’s Cloud Functions – a serverless execution environment – could be impacted by a privilege escalation vulnerability discovered by Tenable and dubbed as “ConfusedFunction.” Cloud Functions in GCP are event-triggered, serverless functions. What are Cloud Functions?

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Cloud Google Cloud Software Review Serverless 143

AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience 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. When the deployment is successful (which may take 7–10 minutes to complete), you can start testing the solution.

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Knowledge Base Technical Review Generative AI Lambda 99

O'Reilly Media - Ideas

APRIL 13, 2023

Imagine application storage and compute as unstoppable as blockchain, but faster and cheaper than the cloud.) Serverless APIs are the culmination of the cloud commoditizing the old hardware-based paradigm. utilities like Filecoin for storage , and APIs like Tableland for databases are also gaining popularity.

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