AWS Machine Learning - AI

FEBRUARY 11, 2025

The service users permissions are authenticated using IAM Identity Center, an AWS solution that connects workforce users to AWS managed applications like Amazon Q Business. It enables end-user authentication and streamlines access management. The Process Data Lambda function redacts sensitive data through Amazon Comprehend.

Knowledge Base 102

Knowledge Base Lambda Enterprise AWS 102

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.

AWS 134

AWS Generative AI Linux Groups 134

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.

Generative AI 74

Generative AI Weak Development Team AWS Artificial Inteligence 74

AWS Machine Learning - AI

APRIL 22, 2025

A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing. The workflow for this part of the solution follows these steps: Users authenticate in to the web client portal using Amazon Cognito. He specializes in Machine Learning and Data Science with a focus on Deep Learning and NLP.

Media 82

Media Knowledge Base AWS Systems Review 82

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 91

Serverless Artificial Inteligence AWS Software Review 91

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.

AWS 109

AWS Generative AI Technical Review Artificial Inteligence 109

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.

Artificial Inteligence 99

Artificial Inteligence Technical Review Software Review Generative AI 99

AWS Machine Learning - AI

NOVEMBER 6, 2024

Oleg Chugaev is a Principal Solutions Architect and Serverless evangelist with 20+ years in IT, holding multiple AWS certifications. Overview of solution To enable self-service cloud governance at scale, Hearst’s CCoE team decided to use the power of generative AI with Amazon Q Business to build a conversational assistant.

Generative AI 114

Generative AI Government Technical Review Innovation 114

AWS Machine Learning - AI

MARCH 13, 2025

Its serverless architecture allowed the team to rapidly prototype and refine their application without the burden of managing complex hardware infrastructure. This expansion is achieved without introducing additional complexities, thereby maintaining operational efficiency while adhering to Regional data regulations.

Generative AI 113

Generative AI CTO Coach AWS Artificial Inteligence 113

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.

Generative AI 116

Generative AI Systems Review System Lambda 116

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.

Government 64

Government Open Source Artificial Inteligence Machine Learning 64

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.

Lambda 144

Lambda Generative AI AWS Microservices 144

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. Overview of solution The solution consists of four main components: An Amazon Cognito user pool for user authentication.

Generative AI 123

Generative AI Virtualization Technical Advisors AWS 123

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.

Generative AI 106

Generative AI Applications Technical Review Software Review 106

CIO

DECEMBER 19, 2022

To develop these products, we will heavily use data, artificial intelligence, and machine learning. For instance, from day one, we use serverless computing and cloud-managed databases. So, account aggregator to get authenticated, verified, and reliable bank statements with very low friction is the need of the hour.

Innovation 174

Innovation Artificial Inteligence Blockchain Machine Learning 174

Stackery

FEBRUARY 11, 2019

Serverless has, for the last year or so, felt like an easy term to define: code run in a highly managed environment with (almost) no configuration of the underlying computer layer done by your team. Fair enough, but what is is a serverless application? Review: What’s a Lambda?

Serverless 53

Serverless Lambda AWS Software Review 53

AWS Machine Learning - AI

AUGUST 26, 2024

The solution uses AWS AI and machine learning (AI/ML) services, including Amazon Transcribe , Amazon SageMaker , Amazon Bedrock , and FMs. This API layer is fronted by API Gateway, which allows the user to authenticate, monitor, and throttle the API request. The following diagram shows a high-level overview of the architecture.

Generative AI 121

Generative AI AWS 3D Video 121

O'Reilly Media - Ideas

MAY 3, 2022

FOMO (Faster Objects, More Objects) is a machine learning model for object detection in real time that requires less than 200KB of memory. It’s part of the TinyML movement: machine learning for small embedded systems. They make the process of mapping a URL to a serverless function simple. QR codes are awful.

Artificial Inteligence 122

Artificial Inteligence Trends Energy Software Review 122

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.

Technical Review 145

Technical Review Authentication Storage Serverless 145

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

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 Kubernetes Cluster). Kubernetes Cluster). Networking rules can be defined as well.

Azure 130

Azure Microservices Serverless Software Review 130

Altexsoft

MAY 20, 2020

IoT Core is the heart of AWS IoT suite, which manages device authentication, connection and communication with AWS services and each other. Due to authentication and encryption provided at all points of connection, IoT Core and devices never exchange unverified data. Edge computing stack. eSim as a service. Google Cloud IoT Core.

IoT 141

IoT Azure AWS Transportation 141

CIO

MAY 30, 2023

Projects also include the introduction of multifactor authentication; security, orchestration, automation, and response (SOAR); extended detection and response (XTR); and security information and event management (SIEM) software, according to Uzupis, who left his position in spring 2023.

Artificial Inteligence 197

Artificial Inteligence CTO Coach Cloud Trends 197

Stacks on Stacks

FEBRUARY 11, 2019

Serverless has, for the last year or so, felt like an easy term to define: code run in a highly managed environment with (almost) no configuration of the underlying computer layer done by your team. Fair enough, but what is is a serverless application? Review: What’s a Lambda?

Serverless 40

Serverless Lambda AWS Software Review 40

O'Reilly Media - Ideas

SEPTEMBER 1, 2021

Embedded Machine Learning for Hard Hat Detection is an interesting real-world application of AI on the edge. FaunaDB is a distributed document database designed for serverless architectures. GitHub is now requiring 2-factor authentication , preferably using WebAuthn or Yubikey. AI and Data.

Trends 140

Trends Wireless Research Open Source 140

Abhishek Tiwari

FEBRUARY 26, 2020

Secure you APIs via standard based authentication (JWT tokens). Now is time to tighten your authentication and authorization regime using an identity and access management solution like Auth0 or Axioms. Serve you SPA via CDN like Netlify or Cloudfront in conjunction with S3. Get test automation improved (10-20%). Caveats ?:

Architecture 82

Architecture MVC Engineering Organization 82

CIO

MARCH 6, 2023

Then coupling with AWS’ strong authentication mechanisms, we can say with certainty that we have security and restrictions around who can access data.” To do so, the team leverages tools from AWS and Databricks, as well as custom Jupyter notebooks. That is invaluable when optimizing your site.”

Artificial Inteligence 133

Artificial Inteligence Generative AI Storage AWS 133

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. Dhawal Patel is a Principal Machine Learning Architect at AWS.

Generative AI 89

Generative AI Artificial Inteligence Enterprise AWS 89

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. New users must be manually created from the console.

AWS 129

AWS Lambda Performance Artificial Inteligence 129

Altexsoft

NOVEMBER 6, 2019

This can be done with the help of Firebase Authentication , and giving permissions by user-identity or security rules. Authentication and hosting. Firebase Authentication is a Google Authentication feature tailored for apps using Firebase. Serverless applications. Machine learning capabilities.

Weak Development Team 16

Weak Development Team Technical Review Software Review Serverless 16

AWS Machine Learning - AI

NOVEMBER 30, 2023

Machine learning techniques can help you discover such images. “ The previous post discussed how you can use Amazon machine learning (ML) services to help you find the best images to be placed along an article or TV synopsis without typing in keywords. You submit an article or some text using the UI.

AWS 125

AWS Lambda Applications Artificial Inteligence 125

AWS Machine Learning - AI

FEBRUARY 14, 2024

Amazon Redshift has announced a feature called Amazon Redshift ML that makes it straightforward for data analysts and database developers to create, train, and apply machine learning (ML) models using familiar SQL commands in Redshift data warehouses. Select the Anthropic Claude model, then choose Save changes.

Generative AI 140

Generative AI Engineering Artificial Inteligence Travel 140

AWS Machine Learning - AI

SEPTEMBER 25, 2024

In this post, we walk you through a step-by-step process to create a social media content generator app using vision, language, and embedding models (Anthropic’s Claude 3, Amazon Titan Image Generator, and Amazon Titan Multimodal Embeddings) through Amazon Bedrock API and Amazon OpenSearch Serverless. Next is the content generation.

Media 92

Media Social Serverless Artificial Inteligence 92

Linux Academy

NOVEMBER 6, 2019

Building a Full-Stack Serverless Application on AWS. AWS Certified Machine Learning – Specialty. Configuring Key-Based Authentication. Configure Directory and File Access and Add Basic Authentication. Building a Full-Stack Serverless Application on AWS. Using Client Authentication with Kafka.

Google Cloud 16

Google Cloud Linux Azure AWS 16

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?” Manjunath specializes in migration, modernization, and serverless technology.

Generative AI 126

Generative AI Software Review Cloud AWS 126

Apiumhub

FEBRUARY 4, 2021

Steps toward resilience include having a robust identity and access management system and passwordless authentication. Rather, the trend will use artificial intelligence and machine learning to build secure infrastructure.”. Security will become a high priority” – CloudSkiff. Lisa Azevedo, founder and CEO of Containn.

DevOps 124

DevOps Trends Software Review Fractional CTO 124

Prisma Clud

SEPTEMBER 21, 2023

Under Zero Trust, every access request, irrespective of its origin, undergoes authentication and authorization. Leveraging advanced machine learning, Prisma Cloud monitors normal network behavior in each customer's cloud environment and detects network anomalies and zero-day attacks with remarkable accuracy.

Cloud 106

Cloud Network Policies Artificial Inteligence 106