AWS Machine Learning - AI

OCTOBER 31, 2024

Before processing the request, a Lambda authorizer function associated with the API Gateway authenticates the incoming message. After it’s authenticated, the request is forwarded to another Lambda function that contains our core application logic. For Authentication Audience , select App URL , as shown in the following screenshot.

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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.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

AWS Machine Learning - AI

APRIL 30, 2025

Because Amazon Bedrock is serverless, you dont have to manage infrastructure to securely integrate and deploy generative AI capabilities into your application, handle spiky traffic patterns, and enable new features like cross-Region inference, which helps provide scalability and reliability across AWS Regions. Anthropics Claude 3.5

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Artificial Inteligence Technical Review Software Review Generative AI 99

AWS Machine Learning - AI

MARCH 20, 2025

The chat application authenticates with API Gateway to securely access the endpoint with the random API key from AWS Secrets Manager , and triggers the Lambda function based on the users request. For Authentication method , choose API Keys (Max. In the Functions section, choose Create a new function. For Key name , enter x-api-key.

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Generative AI Systems Review System Lambda 116

AWS Machine Learning - AI

MARCH 13, 2025

Amazon Bedrocks broad choice of FMs from leading AI companies, along with its scalability and security features, made it an ideal solution for MaestroQA. Its serverless architecture allowed the team to rapidly prototype and refine their application without the burden of managing complex hardware infrastructure.

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Generative AI CTO Coach AWS Artificial Inteligence 113

AWS Machine Learning - AI

APRIL 29, 2025

This playground is designed to help you responsibly develop and evaluate your generative AI systems, combining a robust multi-layered approach for authentication, user interaction, model management, and evaluation. Post-authentication, users access the UI Layer, a gateway to the Red Teaming Playground built on AWS Amplify and React.

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AWS Machine Learning - AI

DECEMBER 11, 2024

This includes how we configured data sources that comprise our knowledge base, indexing documents and relevancy tuning , security (authentication, authorization, and guardrails ), and Amazon Qs APIs for conversation management and custom plugins. Previously, we had to build and maintain custom logic to handle these tasks.

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AWS Generative AI Technical Review Artificial Inteligence 109

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.

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The Agile Monkey

DECEMBER 22, 2022

However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. On the other hand, using serverless solutions from scratch can be time-consuming and require a lot of effort to set up and manage. protocol for authentication. WTF is Booster? create a topic).

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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 91

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. Scalability, Limits, and Restrictions. Scalability: Lambda creates a new instance to process each new concurrent event. Azure Functions.

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AWS Machine Learning - AI

OCTOBER 15, 2024

In the following sections, we walk you through constructing a scalable, serverless, end-to-end Public Speaking Mentor AI Assistant with Amazon Bedrock, Amazon Transcribe , and AWS Step Functions using provided sample code. Log in to the web portal using the Amazon Cognito user name and password created earlier for authentication.

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Generative AI Virtualization Technical Advisors AWS 123

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.

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Stackery

JULY 1, 2020

Information security & serverless applications. For example, newer services have finer-grained access controls, stateless connections, and time-based authentication. Relational databases like Aurora Serverless are an example of this. These connections are authenticated using static username/password credentials.

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AWS Machine Learning - AI

MARCH 14, 2025

The architecture is complemented by essential supporting services, including AWS Key Management Service (AWS KMS) for security and Amazon CloudWatch for monitoring, creating a resilient, serverless container environment that alleviates the need to manage underlying infrastructure while maintaining robust security and high availability.

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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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Perficient

MAY 24, 2023

Authentication in AEM as a Cloud Service is a critical aspect of securing the platform. Authentication for end users in custom web application is not discussed in this blog. It allows users to log in using their Adobe ID credentials, which provides a secure and streamlined authentication experience.

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Authentication Cloud Scalability Compliance 59

Perficient

FEBRUARY 13, 2025

Unity Catalog offers strong authentication, asset-level access control and secure credential vending to provide a single, unified, open solution for protecting both (semi- & un-)structured data and AI assets. The serverless SQL warehouses have been kind of a game changer for me because they spin up immediately and size elastically.

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Government Open Source Artificial Inteligence Machine Learning 64

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

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. We use this data and ACLs to test permissions-based access to the embeddings in a RAG scenario with Amazon Bedrock.

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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.

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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.

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Generative AI Applications Technical Review Software Review 106

O'Reilly Media - Ideas

APRIL 13, 2023

Serverless APIs are the culmination of the cloud commoditizing the old hardware-based paradigm. This means making the hardware supply chain into a commodity if you make PCs, making PCs into commodities if you sell operating systems, and making servers a commodity by promoting serverless function execution if you sell cloud.

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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.

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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. There can be different user authentication and authorization mechanisms deployed in an organization.

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Lambda Generative AI AWS Microservices 144

Mobilunity

DECEMBER 26, 2024

In the current digital environment, migration to the cloud has emerged as an essential tactic for companies aiming to boost scalability, enhance operational efficiency, and reinforce resilience. Our checklist guides you through each phase, helping you build a secure, scalable, and efficient cloud environment for long-term success.

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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. CodeCommit is a secure, highly scalable, fully managed source control service that hosts private Git repositories.

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Codegiant

OCTOBER 31, 2024

Their focus was on creating a robust tech stack that would ensure scalability, maintainability, and performance. App : A Git repository with CI/CD integration, set up with best practices and an authentication alternative to GitHub and Superbase. However, the complexity of this setup raised concerns about costs and management.

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Development Team Review Technical Review Minimum Viable Product Scalability 75

Progress

JANUARY 25, 2019

The serverless functionality within the Kinvey high productivity platform can deliver big benefits for your apps. Learn four ways to create serverless functions with Kinvey and how you can use them. This is no more true than it is for some of "serverless" features. Creating Serverless Functions. NOTE : New to Kinvey?

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AWS Machine Learning - AI

MARCH 7, 2024

API Gateway uses an Amazon Cognito authorizer to authenticate requests. By using the Step Functions optimized integration with Amazon Bedrock, Distributed Map, and the Titan Image Generator G1 model, the solution efficiently replaces the backgrounds of images in parallel, enhancing productivity and scalability.

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CIO

MARCH 6, 2023

The expectation from developers is that they can go faster than they’ve ever gone before and that every part of the lifecycle around this data needs to be elastic, scalable,” he says. Then coupling with AWS’ strong authentication mechanisms, we can say with certainty that we have security and restrictions around who can access data.”

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AWS Machine Learning - AI

OCTOBER 23, 2024

The serverless experience offered by Amazon Bedrock enables quick deployment, private customization, and secure integration of these models into applications without the need to manage underlying infrastructure. It can handle large volumes of data and interactions, which is crucial for enterprises requiring robust applications.

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Generative AI Artificial Inteligence Enterprise AWS 89

Kaseya

MAY 13, 2021

The public cloud infrastructure is heavily based on virtualization technologies to provide efficient, scalable computing power and storage. Cloud adoption also provides businesses with flexibility and scalability by not restricting them to the physical limitations of on-premises servers. Scalability and Elasticity.

Google Cloud 122

Google Cloud Azure AWS Cloud 122

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.

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Serverless Azure Metrics AWS 83

Altexsoft

MAY 20, 2020

In addition to broad sets of tools, it offers easy integrations with other popular AWS services taking advantage of Amazon’s scalable storage, computing power, and advanced AI capabilities. IoT Core is the heart of AWS IoT suite, which manages device authentication, connection and communication with AWS services and each other.

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AWS Machine Learning - AI

AUGUST 28, 2024

Under Authentication , provide a new access token or select an existing access token stored in AWS Secrets Manager. For example, you can enter, “Tell me how to start a new Serverless application from scratch?” Maxim is passionate about industrial Internet of Things (IoT), scalable IT/OT convergence, and cyber security.

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Generative AI Software Review Cloud AWS 126

The Agile Monkey

DECEMBER 28, 2018

Achieve incredibly low latencies at any scale with properly architected AWS serverless offerings Inventory, Event Sourcing, and Serverless First, a bit of background on the touchpoints of this article. Technologies Here’s where we finally mention our current favorite serverless technologies in AWS. But you get the basic idea.

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