AWS Machine Learning - AI

MARCH 4, 2025

This solution offers the following key benefits: Rapid analysis and resource optimization What previously took days of manual review can now be accomplished in minutes, allowing for faster iteration and improvement of architectures. User authentication is handled by Amazon Cognito , making sure only authenticated user have access.

Generative AI 106

Generative AI Technical Review Software Review Systems Review 106

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. Pre-annotation and post-annotation AWS Lambda functions are optional components that can enhance the workflow.

Video 93

Video Lambda AWS Generative AI 93

AWS Machine Learning - AI

MAY 30, 2024

In this post, we describe how CBRE partnered with AWS Prototyping to develop a custom query environment allowing natural language query (NLQ) prompts by using Amazon Bedrock, AWS Lambda , Amazon Relational Database Service (Amazon RDS), and Amazon OpenSearch Service. A Lambda function with business logic invokes the primary Lambda function.

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AWS Lambda Performance Artificial Inteligence 127

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. With these resources ready, you can create your sales analytics application.

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Generative AI Applications Technical Review Software Review 104

AWS Machine Learning - AI

JULY 2, 2024

In addition, metadata filtering requires fewer computation resources, thereby improving the overall performance and reducing costs associated with the search. The access ID associated with their authentication when the chat is initiated can be passed as a filter. A work organization application has a conversational search feature.

Knowledge Base 127

Knowledge Base Artificial Inteligence Lambda Authentication 127

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. With its quality and speed, Amazon Nova Pro is ideally suited for this global use case.

Media 74

Media Knowledge Base AWS Systems Review 74

AWS Machine Learning - AI

FEBRUARY 9, 2024

There can be different user authentication and authorization mechanisms deployed in an organization. AWS CDK is an open source software development framework to model and provision your cloud application resources using familiar programming languages. As we discuss the approach, we use the term team , because it’s the most common.

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Lambda Generative AI AWS Microservices 143

AWS Machine Learning - AI

MARCH 7, 2024

The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow. The Step Functions workflow invokes a Lambda function to generate a status report. API Gateway uses an Amazon Cognito authorizer to authenticate requests. The Step Functions workflow runs the following steps for each image: 5.1

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AWS Lambda Generative AI Report 139

AWS Machine Learning - AI

FEBRUARY 6, 2024

The React application uses the Amplify authentication library to detect whether the user is authenticated. The WebSocket triggers an AWS Lambda function, which creates a record in Amazon DynamoDB. Another Lambda function gets triggered with a new message in the SQS queue. The response data is stored in DynamoDB.

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Generative AI AWS Lambda Technical Review 127

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.

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Artificial Intelligence Artificial Inteligence Leadership Lambda 130

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. In a Node.js

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Lambda AWS Authentication Construction 130

CircleCI

JULY 22, 2022

Most teams experience fluctuations in their resource demands throughout the workday, and maintaining unused compute capacity can result in unnecessary costs. If your application needs access to internal databases or sensitive resources for proper testing, you can deploy it to self-hosted runners behind your firewall.

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AWS Lambda Meeting Software Review 98

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? Let’s step back and think about what happens when you integrate an API route with a Lambda Function. Also, we now have added maintenance liability for the code running in Save Record. What if that’s Node.js

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Serverless Lambda AWS Banking 104

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. TL;DR: Less time, Fewer resources, Less effort. Lambda@Edge has some design limitations: Node.JS Lambda@Edge. Viewer Request.

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Lambda AWS Internet Serverless 56

Perficient

FEBRUARY 13, 2024

In the realm of web testing, encountering sites with basic authentication is commonplace. Handling basic authentication seamlessly within test scenarios is essential for comprehensive testing coverage. Selenium offers various approaches to tackle basic authentication challenges. Here, the predicate operates on URI objects.

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Authentication Strategy Lambda Windows 52

AWS Machine Learning - AI

SEPTEMBER 20, 2024

Whether it’s troubleshooting a technical issue or providing industry insights, your chatbot becomes a more versatile and valuable resource for users. 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.

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AWS Machine Learning - AI

DECEMBER 22, 2023

Amazon Lex then invokes an AWS Lambda handler for user intent fulfillment. The Lambda function associated with the Amazon Lex chatbot contains the logic and business rules required to process the user’s intent. You may prefer to use a GitHub app to access resources on behalf of an organization or for long-lived integrations.

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AWS Machine Learning - AI

JULY 30, 2024

We use a CloudFormation stack to deploy the necessary resources in the us-east-1 AWS Region. Acknowledge that the stack might create IAM resources with custom names, then choose Create stack. Deploy the Mediasearch Q Business finder component The Mediasearch finder uses Amazon Cognito to authenticate users to the solution.

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Media Lambda AWS Video 107

AWS Machine Learning - AI

OCTOBER 14, 2024

Controlling access to resources based on user context, roles, actions and resource conditions can be challenging to maintain in an application workflow because that would require hardcoding several rules in your application or building your own authorization system to externalize those rules.

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AWS Machine Learning - AI

AUGUST 26, 2024

API Gateway instantiates an AWS Step Functions The state machine orchestrates the AI/ML services Amazon Transcribe and Amazon Bedrock and the NoSQL data store Amazon DynamoDB using AWS Lambda functions. This API layer is fronted by API Gateway, which allows the user to authenticate, monitor, and throttle the API request.

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Generative AI AWS 3D Video 119

Honeycomb

JANUARY 10, 2020

We’re big fans of AWS Lambda at Honeycomb. As you may have read , we recently made some major improvements to our storage engine by leveraging Lambda to process more data in less time. For this project, that meant getting instrumentation out of Lambda and into Honeycomb. The lifecycle of a Lambda container is tricky.

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CircleCI

NOVEMBER 7, 2022

that simplifies the development and deployment of AWS Lambda functions. file with a basic Lambda handler and a serverless.yml file with the config for your application. Lambda function. Next, you need to define an AWS Lambda function using Node.js. You will need this to add the dependencies needed by the Lambda function.

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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.

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AWS Machine Learning - AI

AUGUST 15, 2024

Figure 1: QnABot Architecture Diagram The high-level process flow for the solution components deployed with the CloudFormation template is as follows: The admin deploys the solution into their AWS account, opens the Content Designer UI or Amazon Lex web client, and uses Amazon Cognito to authenticate.

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Artificial Inteligence Generative AI Knowledge Base Lambda 125

CloudGeometry

FEBRUARY 7, 2022

The Fundamental Goal of SaaS Tenant Isolation Selling the same software to different users relies on using cloud-based resources that can be leveraged across different customers. This allows an organization to enjoy the benefits of several tenants pooling resources while enforcing security and restricted access.

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Gorilla Logic

SEPTEMBER 16, 2021

The three cloud providers we will be comparing are: AWS Lambda. AWS Lambda. Pricing: AWS Lambda (Lambda) implements a pay-per-request pricing model: Meter. . This allows expenses to be easily tracked and monitored so that your Lambda-specific budget can be kept under control. . Azure Functions. Google Cloud.

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Stackery

JUNE 10, 2019

Many people writing about AWS Lambda view Node as the code-default. I’ve been guilty of this in my own articles, but it’s important to remember that Python is a ‘first-class citizen’ within AWS and is a great option for writing readable Lambda code. Calling one Lambda with another Lambda. Create an Lambda client.

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Altexsoft

MAY 19, 2021

A password is only one of the standard security methods, a unique combination of characters you create and use as a key to authenticate yourself with. With the advances of biometric technologies, a new concept of authentication with “what you are” emerged, presenting a more secure and convenient way to validate a person.

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Authentication Data Technical Review Systems Review 64

Datavail

AUGUST 21, 2019

Amazon’s AWS Identity and Access Management (IAM) database authentication tool can authenticate your DB instance. The process works with MySQL and PostgreSQL, and by using this type of authentication, you do not need passwords for connecting to any instance of a DB. What is an authentication token? Choose Modify.

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Authentication AWS Policies Lambda 8

Stacks on Stacks

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. TL;DR: Less time, Fewer resources, Less effort CDNs are ubiquitous. Lambda@Edge has some design limitations: Node.JS

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Lambda AWS Internet Serverless 40

Prisma Clud

JUNE 6, 2024

In this blog post, we'll examine the question of public access, focusing on the main offerings of the three leading cloud providers — AWS Lambda, Azure Functions and GCP Cloud Functions. AWS Cheat Sheet: Is my Lambda exposed? Does the site force authentication that we might want to trickle down? Already an expert?

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Serverless Cloud Data Azure 59

Stackery

NOVEMBER 4, 2019

The Stackery CLI lets you deploy all your serverless resources all at once, and has local development superpowers that let your local code get responses from resources inside your AWS cloud. SAM CLI to let me run my Lambdas locally. Docker Desktop to let you run a local container for your Lambda. Develop my lambda.

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Serverless Lambda AWS Course 16

Stackery

JULY 1, 2020

For example, newer services have finer-grained access controls, stateless connections, and time-based authentication. Cloud applications have three core infosec needs: resource-level access controls. Resource-Level access controls. Lambda Function ? Resource-Level Access Controls are granted in AWS via IAM statements.

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Stackery

SEPTEMBER 3, 2019

AM, Chase, and Eric kicked off the first week of SSS by sharing the basics of getting started with a tutorial on locally debugging AWS Lambda functions and other serverless resources with Stackery. Debug a simple app where you’ve got a topic connected to a Lambda function that then uploads them to an AWS table.

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Serverless AWS Lambda Part-Time VPE 71

Tamnoon

MARCH 17, 2025

AWS Lambda, API Gateway, and DynamoDB have revolutionized application development, eliminating infrastructure concerns and creating new security challenges. Overprivileged IAM Roles AWS IAM (Identity and Access Management) roles define what resources a Lambda function can access and are crucial to AWS security.

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AWS Machine Learning - AI

SEPTEMBER 17, 2024

Event-driven compute with AWS Lambda is a good fit for compute-intensive, on-demand tasks such as document embedding and flexible large language model (LLM) orchestration, and Amazon API Gateway provides an API interface that allows for pluggable frontends and event-driven invocation of the LLMs.

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Generative AI AWS Applications Serverless 90

Honeycomb

MAY 18, 2022

The example below uses an AWS account, ALB/ELB, S3, and a Lambda to send log data to Honeycomb. Click next and wait until the CloudFormation template creates the necessary resources. Once that is created, we need to make sure our S3 bucket is associated with our Lambda. A Honeycomb API key ( create a free account ) .

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Software Review Lambda AWS Load Balancer 97