Xebia

FEBRUARY 25, 2025

For this, you will need authentication and authorization. Authentication vs Authorization Authentication is all about identifying who you are. AWS has a service called Cognito that allows you to manage a pool of users. I am using an Application Load Balancer to invoke a Lambda function. The latter is authorization.

Authentication 147

Authentication Load Balancer Lambda AWS 147

AWS Machine Learning - AI

MARCH 20, 2025

Users can access these AI capabilities through their organizations single sign-on (SSO), collaborate with team members, and refine AI applications without needing AWS Management Console access. The workflow is as follows: The user logs into SageMaker Unified Studio using their organizations SSO from AWS IAM Identity Center.

Generative AI 116

Generative AI Systems Review System Lambda 116

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 84

Virtualization Lambda AWS Authentication 84

AWS Machine Learning - AI

MAY 1, 2025

For use cases where you need to customize request routing, add authentication, or integrate with observability tools like Langfuse or Prometheus , FastAPI gives you the flexibility to do so. You can deploy your model or LLM to SageMaker AI hosting services and get an endpoint that can be used for real-time inference.

Artificial Inteligence 117

Artificial Inteligence AWS Architecture Generative AI 117

AWS Machine Learning - AI

NOVEMBER 21, 2024

Annotators can precisely mark and evaluate specific moments in audio or video content, helping models understand what makes content feel authentic to human viewers and listeners. Solution overview This audio/video segmentation solution combines several AWS services to create a robust annotation workflow.

Video 102

Video Lambda AWS Generative AI 102

Xebia

OCTOBER 25, 2024

Due to this requirement, I used the API Gateway service from AWS. This allows you to use a Lambda function to use business logic to decide whether the call can be performed. The documentation clearly states that you should not use the usage plans for authentication. Using a queue completely decouples it. And I am not!

Serverless 130

Serverless Technical Review Lambda AWS 130

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. AWS Prototyping developed an AWS Cloud Development Kit (AWS CDK) stack for deployment following AWS best practices.

AWS 129

AWS Lambda Performance Artificial Inteligence 129

Dzone - DevOps

DECEMBER 7, 2023

Amazon MemoryDB for Redis has supported username/password-based authentication using Access Control Lists since the very beginning. But you can also use IAM-based authentication that allows you to associate IAM users and roles with MemoryDB users so that applications can use IAM credentials to authenticate to the MemoryDB cluster.

Authentication 92

Authentication AWS Lambda Applications 92

AWS Machine Learning - AI

DECEMBER 4, 2024

SageMaker Unified Studio combines various AWS services, including Amazon Bedrock , Amazon SageMaker , Amazon Redshift , Amazon Glue , Amazon Athena , and Amazon Managed Workflows for Apache Airflow (MWAA) , into a comprehensive data and AI development platform. Navigate to the AWS Secrets Manager console and find the secret -api-keys.

Generative AI 106

Generative AI Applications Technical Review Software Review 106

AWS Machine Learning - AI

APRIL 22, 2025

To address these challenges, Infosys partnered with Amazon Web Services (AWS) to develop the Infosys Event AI to unlock the insights generated during events. The services used in the solution are granted least-privilege permissions through AWS Identity and Access Management (IAM) policies for security purposes.

Media 82

Media Knowledge Base AWS Systems Review 82

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 130

Generative AI AWS Lambda Technical Review 130

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.

AWS 142

AWS Lambda Generative AI Report 142

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

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 128

Generative AI AWS Artificial Inteligence Technical Review 128

AWS Machine Learning - AI

JULY 2, 2024

The access ID associated with their authentication when the chat is initiated can be passed as a filter. To ensure that end-users can only chat with their data, metadata filters on user access tokens—such as those obtained through an authentication service—can enable secure access to their information.

Knowledge Base 132

Knowledge Base Artificial Inteligence Lambda Authentication 132

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

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

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

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.

Generative AI 95

Generative AI AWS Applications Serverless 95

Altexsoft

MAY 20, 2020

The list of top five fully-fledged solutions in alphabetical order is as follows : Amazon Web Service (AWS) IoT platform , Cisco IoT , Google Cloud IoT , IBM Watson IoT platform , and. AWS IoT Platform: the best place to build smart cities. In 2020, AWS was recognized as a leading IoT applications platform empowering smart cities.

IoT 141

IoT Azure AWS Transportation 141

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 126

Artificial Inteligence Generative AI Knowledge Base Lambda 126

Xebia

APRIL 23, 2024

In this blog post a single Lambda function is used to handle both incoming commands and incoming interactivity. Slack API reaching out to AWS Lambda. Creating your Handler using an AWS Lambda Function In this example I am going to use a Node.js AWS Lambda function to host the handler. ” message.

Lambda 130

Lambda AWS Authentication Construction 130

Modus Create

SEPTEMBER 11, 2019

CodePipeline is Amazon Web Services’s (AWS’s) Continuous Integration / Continuous Deployment (CI/CD) pipeline service. While not as mature as some of its competitors, such as Jenkins , GitLab and Travis CI (to name a few), it still has many redeeming qualities due to its tight integration with other services in the AWS ecosystem.

AWS 41

AWS Lambda How To Authentication 41

Dzone - DevOps

JULY 25, 2023

Using AWS Lambda Go runtime , you can use Go to build AWS Lambda functions. Imagine a web app that needs to authenticate users, store user data, and send emails. A Serverless approach for this would be to implement each functionality/API as a separate Lambda function.

Serverless 98

Serverless Lambda Applications .Net 98

AWS Machine Learning - AI

JULY 30, 2024

We use a CloudFormation stack to deploy the necessary resources in the us-east-1 AWS Region. Deploy the Mediasearch Q Business finder component The Mediasearch finder uses Amazon Cognito to authenticate users to the solution. Wait for the indexer to finish deploying before you deploy the Mediasearch Q Business finder. or OAuth 2.0.

Media 115

Media Lambda AWS Video 115

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 121

Generative AI AWS 3D Video 121

Xebia

APRIL 20, 2023

The magic happens through a combination of Serverless, user input, a CloudFront distribution, a Lambda function, and the OpenAI API. The Lambda function is a Python script that incorporates the Xebia mission, vision, and values, as well as each leader’s personality and speaking style.

Artificial Inteligence 130

Artificial Inteligence Artificial Intelligence Leadership Lambda 130

AWS Machine Learning - AI

DECEMBER 22, 2023

Amazon Lex supplies the natural language understanding (NLU) and natural language processing (NLP) interface for the open source LangChain conversational agent embedded within an AWS Amplify website. Amazon Lex then invokes an AWS Lambda handler for user intent fulfillment. ConversationIndexTable – Tracks the conversation state.

Generative AI 126

Generative AI Lambda AWS Technical Review 126

Stackery

APRIL 11, 2019

It will scale just fine… unless you hit your account-wide Lambda limit. 6.10, which is approaching EOL for AWS Lambda? What if, instead, we could do the following: This may seem magical, but it’s possible using advanced mechanisms built into AWS API Gateway. What if that’s Node.js A Functionless Approach.

Serverless 104

Serverless Lambda AWS Banking 104

AWS Machine Learning - AI

SEPTEMBER 20, 2024

Infrastructure as code – You can use AWS CloudFormation or the AWS Cloud Development Kit (AWS CDK) to deploy and manage Amazon Bedrock agents. If required, the agent invokes one of two Lambda functions to perform a web search: SerpAPI for up-to-date events or Tavily AI for web research-heavy questions.

Generative AI 106

Generative AI Lambda Applications AWS 106

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 128

Generative AI Healthcare Artificial Inteligence Insurance 128

Stackery

SEPTEMBER 3, 2019

For those of you who joined a session or two, we hope you enjoyed the light, topical quippage from stellar hosts: AM Grobelny and Eric Johnson from AWS and Stackery’s Chase Douglas , Sam Goldstein , and Danielle Heberling. SSS: Serverless Confidence, AWS Proficiency. SSS Cliff’s Notes + AWS Product Glossary.

Serverless 71

Serverless AWS Lambda Part-Time VPE 71

Modus Create

AUGUST 25, 2020

The AWS Acme Instant Tunnel application is one of Modus Labs ’ open source and emerging technologies projects that is designed to solve one common issue facing developers. The CIS security best practices for AWS (4.1) The user authorization and authentication is done using Auth0 SAML integration. The Problem. Our Solution.

AWS 68

AWS Open Source Lambda Authentication 68

Stackery

FEBRUARY 21, 2019

Lambda@Edge is a compute service that allows you to write JavaScript code that executes in any of the 150+ AWS edge locations making up the Amazon CloudFront content delivery network (CDN) service. Lambda@Edge has some design limitations: Node.JS Lambda@Edge has some design limitations: Node.JS Lambda@Edge.

Lambda 56

Lambda AWS Internet Serverless 56

CircleCI

NOVEMBER 7, 2022

that simplifies the development and deployment of AWS Lambda functions. Because your application could depend on a number of other AWS services, it is difficult to replicate the cloud environment locally. Install AWS CLI. Create an AWS account. Set up AWS to use OpenID Connect Tokens. Lambda function.

Serverless 98

Serverless Testing Applications Lambda 98

Tamnoon

MARCH 17, 2025

AWS Lambda, API Gateway, and DynamoDB have revolutionized application development, eliminating infrastructure concerns and creating new security challenges. Additionally, AWS serverless security pitfalls that compliance checklists often overlook. Cloud providers are increasingly seeing businesses adopt serverless security.

Serverless 52

Serverless AWS Lambda How To 52

AWS Machine Learning - AI

OCTOBER 14, 2024

In this post, the term region doesn’t refer to an AWS Region , but rather to a business-defined region. The App authenticates the user with the Amazon Cognito service and issues an ID token and an access tokenID token has the user’s identity and custom attributes.

Generative AI 96

Generative AI Applications Lambda Policies 96