AWS Machine Learning - AI

MARCH 7, 2024

However, Amazon Bedrock and AWS Step Functions make it straightforward to automate this process at scale. Step Functions allows you to create an automated workflow that seamlessly connects with Amazon Bedrock and other AWS services. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow.

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AWS Lambda Generative AI Report 140

AWS Machine Learning - AI

DECEMBER 11, 2024

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. Field Advisor serves four primary use cases: AWS-specific knowledge search With Amazon Q Business, weve made internal data sources as well as public AWS content available in Field Advisors index.

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AWS Generative AI Technical Review Artificial Inteligence 102

AWS Machine Learning - AI

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. It will be able to answer questions, generate content, and facilitate bidirectional interactions, all while continuously using internal AWS and external data to deliver timely, personalized insights.

Generative AI 124

Generative AI AWS Artificial Inteligence Technical Review 124

AWS Machine Learning - AI

OCTOBER 17, 2024

During re:Invent 2023, we launched AWS HealthScribe , a HIPAA eligible service that empowers healthcare software vendors to build their clinical applications to use speech recognition and generative AI to automatically create preliminary clinician documentation. AWS HealthScribe will then output two files which are also stored on Amazon S3.

AWS 109

AWS Artificial Inteligence Generative AI Machine Learning 109

AWS Machine Learning - AI

NOVEMBER 26, 2024

AWS Trainium and AWS Inferentia based instances, combined with Amazon Elastic Kubernetes Service (Amazon EKS), provide a performant and low cost framework to run LLMs efficiently in a containerized environment. For more information on how to view and increase your quotas, refer to Amazon EC2 service quotas.

AWS 101

AWS Load Balancer Software Review Artificial Inteligence 101

AWS Machine Learning - AI

FEBRUARY 6, 2024

By extracting key data from testing reports, the system uses Amazon SageMaker JumpStart and other AWS AI services to generate CTDs in the proper format. This solution relies on the AWS Well-Architected principles and guidelines to enable the control, security, and auditability requirements. AI delivers a major leap forward.

Generative AI 127

Generative AI AWS Lambda Technical Review 127

TechCrunch

MARCH 9, 2021

“The Internet Computer will hopefully be helping us build a ‘customized mini-blockchain’ to solve two issues with Capsule: Global authenticated timestamps for posts as well as a root of trust for user’s authentication keys for posts,” he says. gallery ids="2122777,2122775,2122776"].

Media 246

Media Social Blockchain USP 246

AWS Machine Learning - AI

JUNE 12, 2024

After the user logs in, they’re redirected to the Amazon Cognito login page for authentication. This solution uses an Amazon Cognito user pool as an OAuth-compatible identity provider (IdP), which is required in order to exchange a token with AWS IAM Identity Center and later on interact with the Amazon Q Business APIs.

Load Balancer 134

Load Balancer AWS Authentication Applications 134

Datavail

JULY 21, 2020

AWS supports PostgreSQL versions 9.4 Security and Compliance is a shared responsibility between AWS and the customer: AWS is responsible for security “OF” the cloud. Security and Compliance is a shared responsibility between AWS and the customer: AWS is responsible for security “OF” the cloud. through 11 on Aurora.

AWS 98

AWS Database Administration Authentication Groups 98

AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. The following figure illustrates the high-level design of the solution.

Generative AI 120

Generative AI Lambda Applications AWS 120

AWS Machine Learning - AI

MAY 30, 2024

In this post, we introduce the Media Analysis and Policy Evaluation solution, which uses AWS AI and generative AI services to provide a framework to streamline video extraction and evaluation processes. This solution, powered by AWS AI and generative AI services, meets these needs.

Generative AI 127

Generative AI Policies Video AWS 127

AWS Machine Learning - AI

JANUARY 24, 2024

We demonstrate how to build an end-to-end RAG application using Cohere’s language models through Amazon Bedrock and a Weaviate vector database on AWS Marketplace. Additionally, you can securely integrate and easily deploy your generative AI applications using the AWS tools you are already familiar with.

Generative AI 143

Generative AI AWS Artificial Inteligence Enterprise 143

Kaseya

MAY 13, 2021

In this blog, we’ll compare the three leading public cloud providers, namely Amazon Web Services (AWS), Microsoft Azure and Google Cloud. Amazon Web Services (AWS) Overview. A subsidiary of Amazon, AWS was launched in 2006 and offers on-demand cloud computing services on a metered, pay-as-you-go basis. Greater Security.

Google Cloud 122

Google Cloud Azure AWS Cloud 122

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 120

Generative AI Virtualization Technical Advisors AWS 120

TechCrunch

APRIL 27, 2022

Secrets management, or the use of tools to access and create digital authentication credentials, was growing in adoption pre-pandemic. ” “Secrets” in the context of app development refers to anything about an app that a developer wants to keep secret. billion by 2025.

Company 238

Company Software Review Insurance Software Engineering 238

AWS Machine Learning - AI

AUGUST 22, 2024

In an earlier post, we discussed how you can build private and secure enterprise generative AI applications with Amazon Q Business and AWS IAM Identity Center. When responding to requests by an authenticated user, the Amazon Q Business application uses the IAM identity provider configuration to validate the user identity.

Generative AI 126

Generative AI Applications Enterprise AWS 126

Netflix Tech

MARCH 10, 2021

ConsoleMe: A Central Control Plane for AWS Permissions and Access By Curtis Castrapel , Patrick Sanders , and Hee Won Kim At AWS re:Invent 2020, we open sourced two new tools for managing multi-account AWS permissions and access. If you missed the talk, check it out here. This happened for us at Netflix. What is ConsoleMe?

AWS 102

AWS Policies Resources Software Review 102

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

TechCrunch

NOVEMBER 16, 2022

Today, Akeyless is thriving, Angel tells me — despite fierce competition from incumbents like Hashicorp Vault, AWS Secrets Manager and Google Cloud’s Secret Manager. In software development, “secrets” refer to credentials like passwords and access tokens. Image Credits: Akeyless.

Company 217

Company Disaster Recovery Google Cloud Fintech 217

AWS Machine Learning - AI

JULY 29, 2024

Refer to Jira data source connector field mappings for more information. Authentication Before you index the content from Jira, you need to establish a secure connection between the Amazon Q Business connector for Jira with your Jira cloud instance. To establish a secure connection, you need to authenticate with the data source.

Project Management 121

Project Management Generative AI Authentication Artificial Inteligence 121

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. 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.

Generative AI 118

Generative AI AWS 3D Video 118

AWS Machine Learning - AI

NOVEMBER 6, 2024

This solution can serve as a valuable reference for other organizations looking to scale their cloud governance and enable their CCoE teams to drive greater impact. The challenge: Enabling self-service cloud governance at scale Hearst undertook a comprehensive governance transformation for their Amazon Web Services (AWS) infrastructure.

Generative AI 108

Generative AI Government Technical Review Innovation 108

AWS Machine Learning - AI

JANUARY 7, 2025

To address this need, AWS generative AI best practices framework was launched within AWS Audit Manager , enabling auditing and monitoring of generative AI applications. Figure 1 depicts the systems functionalities and AWS services. Select AWS Generative AI Best Practices Framework for assessment. Choose Create assessment.

Insurance 108

Insurance AWS Generative AI Artificial Inteligence 108

AWS Machine Learning - AI

AUGUST 22, 2024

As a part of this configuration, one of the steps is to configure the authentication of the connector so that it can authenticate with Confluence (Cloud) and then index the relevant content. Authentication types An Amazon Q Business application requires you to use AWS IAM Identity Center to manage user access.

Cloud 110

Cloud Authentication AWS Groups 110

AWS Machine Learning - AI

AUGUST 14, 2024

We use an example of an illustrative ServiceNow platform to discuss technical topics related to AWS services. Refer to ServiceNow data source connector field mappings documentation for more information. Refer to How Amazon Q Business connector crawls ServiceNow ACLs for more information.

Generative AI 115

Generative AI Artificial Inteligence AWS Technical Review 115

AWS Machine Learning - AI

FEBRUARY 11, 2025

We use various AWS services to deploy a complete solution that you can use to interact with an API providing real-time weather information. The architecture uses Amazon Cognito for user authentication and Amplify as the hosting environment for our front-end application. In this solution, we use Amazon Bedrock Agents.

Virtualization 79

Virtualization Lambda AWS Authentication 79

AWS Machine Learning - AI

SEPTEMBER 17, 2024

In this post, we demonstrate a solution using Amazon FSx for NetApp ONTAP with Amazon Bedrock to provide a RAG experience for your generative AI applications on AWS by bringing company-specific, unstructured user file data to Amazon Bedrock in a straightforward, fast, and secure way. Install the AWS Command Line Interface (AWS CLI).

Generative AI 91

Generative AI AWS Applications Serverless 91

CircleCI

JULY 22, 2022

In this tutorial, you will learn how to set up a basic auto-scaling solution for CircleCI’s self-hosted runners using AWS Auto Scaling groups (ASG). Auto-scaling self-hosted runners with AWS Auto Scaling groups. To execute this CircleCI pipeline, you will set up a self-hosted runner as an AWS EC2 launch template based on Ubuntu.

AWS 98

AWS Lambda Meeting Software Review 98

AWS Machine Learning - AI

NOVEMBER 1, 2024

This post covers the steps to configure the Amazon Q Business Google Drive connector, including authentication setup and verifying the secure indexing of your Google Drive content. Amazon Q Business can authenticate with your Google Workspace using a service account or OAuth 2.0 authentication. Using OAuth 2.0 Using OAuth 2.0

Enterprise 114

Enterprise Generative AI AWS Authentication 114

AWS Machine Learning - AI

OCTOBER 9, 2024

Additionally, you will learn how to configure the Amazon Q Business application and enable user authentication through AWS IAM Identity Center , which is a recommended service for managing a workforce’s access to AWS applications. The Slack connector supports token-based authentication.

Artificial Inteligence 122

Artificial Inteligence AWS Generative AI Authentication 122

AWS Machine Learning - AI

DECEMBER 10, 2024

authentication , for AWS Secrets Manager secret , select Create and add a new secret or Use an existing one. For this example, we create a new AWS Secrets Manager secrets). In the Create new AWS Secrets Manager secret pop-up, enter the following information: For Secret name , enter a name for your secret. Under OAuth 2.0

Applications 100

Applications Enterprise Authentication AWS 100

AWS Machine Learning - AI

SEPTEMBER 12, 2024

Architecture The solution uses Amazon API Gateway , AWS Lambda , Amazon RDS, Amazon Bedrock, and Anthropic Claude 3 Sonnet on Amazon Bedrock to implement the backend of the application. User authentication and authorization is done using Amazon Cognito. User authentication and authorization is done using Amazon Cognito.

Generative AI 125

Generative AI Healthcare Artificial Inteligence Insurance 125

AWS Machine Learning - AI

OCTOBER 2, 2024

User attributes, such as work location, department, and job title, are made available to Amazon Q Business by the system used to authenticate user identities that is configured with the Amazon Q Business application. or OIDC compliant IdP with AWS Identity and Access Management (IAM) to access your Amazon Q Business application.

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Artificial Inteligence Generative AI AWS Authentication 117

AWS Machine Learning - AI

FEBRUARY 11, 2025

Enhancing AWS Support Engineering efficiency The AWS Support Engineering team faced the daunting task of manually sifting through numerous tools, internal sources, and AWS public documentation to find solutions for customer inquiries. Then we introduce the solution deployment using three AWS CloudFormation templates.

Knowledge Base 92

Knowledge Base Lambda Enterprise AWS 92

AWS Machine Learning - AI

SEPTEMBER 3, 2024

Reduced operational overhead – The EMR Serverless integration with AWS streamlines big data processing by managing the underlying infrastructure, freeing up your team’s time and resources. Authentication mechanism When integrating EMR Serverless in SageMaker Studio, you can use runtime roles.

Serverless 113

Serverless AWS Artificial Inteligence Big Data 113

AWS Machine Learning - AI

NOVEMBER 18, 2024

The newly announced Amazon Titan Image Generator G1 v2 expands its initial version by allowing you to guide image creation using reference images, edit existing visuals, remove backgrounds, generate image variations, and securely customize the model to maintain brand style and subject consistency. Anthropic Claude 3.5 Anthropic Claude 3.5

Lambda 104

Lambda AWS Generative AI Artificial Inteligence 104

AWS Machine Learning - AI

AUGUST 15, 2024

QnABot on AWS (an AWS Solution) now provides access to Amazon Bedrock foundational models (FMs) and Knowledge Bases for Amazon Bedrock , a fully managed end-to-end Retrieval Augmented Generation (RAG) workflow. Deploying the QnABot solution builds the following environment in the AWS Cloud.

Artificial Inteligence 123

Artificial Inteligence Generative AI Knowledge Base Lambda 123