Xebia

OCTOBER 23, 2024

Region Evacuation with Static Anycast IP Approach Using Global Accelerator After deploying the necessary infrastructure using the provided guidelines, we will show a basic example of how to evacuate a region (in this case, us-east-1) using AWS Global Accelerator. There are different approaches to evacuate a region using AWS Global Accelerator.

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Xebia

MARCH 8, 2023

Welcome to the final installment of our lambda calculus using JavaScript tour. In this post, we are going to step back and write our own evaluator for lambda terms. Lambda terms as values Wait a minute! Weren’t we already representing lambda terms as JavaScript functions?

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Xebia

MARCH 8, 2023

Lambda calculus is one of the pinnacles of Computer Science, lying in the intersection between Logic, Programming, and Foundations of Mathematics. Most descriptions of lambda calculus present it as detached from any “real” programming experience, with a level of formality close to mathematical practice.

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Lambda Programming Course Machine Learning 130

Xebia

MARCH 8, 2023

We’re moving fast through this lambda calculus series! In part one, we laid out the foundations for working with JavaScript as a lambda calculus , and, through part 2, we added Booleans and numbers to our repertory. This article was originally published at 47deg.com on January 14, 2021.

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Lambda Programming Applications Examples 130

Xebia

MARCH 8, 2023

The previous post in this series introduced the constraints we had to obey to use JavaScript as untyped lambda calculus , and then we relaxed some of those constraints via currying (for functions of more than one argument) and translation (to turn const local variables into a combination of functions).

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Xebia

JANUARY 17, 2024

Recently I have been working on a few projects that involved Lambda functions. Dir Structure For this solution to work the project directory should be structured in a way so that terraform can find the dependencies you are looking to install to your Lambda. requests>=2.0.0 config } provider "aws" { #.

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Lambda AWS Resources Software Review 130

Xebia

JANUARY 15, 2024

In this blog post I will go over some reasons why you should be using design patterns in your Lambda functions Getting started To get started with AWS Lambda is quite easy, and this is also the reason why some crucial steps are skipped. Or use a compiled language like golang for your Lambda functions.

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Lambda AWS Software Review Serverless 130

AWS Machine Learning - AI

OCTOBER 29, 2024

We walk through the key components and services needed to build the end-to-end architecture, offering example code snippets and explanations for each critical element that help achieve the core functionality. You can invoke Lambda functions from over 200 AWS services and software-as-a-service (SaaS) applications.

Generative AI 110

Generative AI Video Engineering Artificial Inteligence 110

AWS Machine Learning - AI

FEBRUARY 11, 2025

The following diagram illustrates an example architecture for ingesting data through an endpoint interfacing with a large corpus. Step Functions orchestrates AWS services like AWS Lambda and organization APIs like DataStore to ingest, process, and store data securely. The fetched data is put into an S3 data store bucket for processing.

Knowledge Base 91

Knowledge Base Lambda Enterprise AWS 91

Xebia

MARCH 8, 2023

This is the fourth post in the Lambda Calculus Through JavaScript series. If you’re just joining us, make sure to go back and start with Lambda calculus through JavaScript, part 1. As usual, we’ll discover that lambda calculus gives us the ingredients to introduce this concept without extending the language, just by translation.

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Lambda Fashion Programming Exercises 130

AWS Machine Learning - AI

JANUARY 13, 2025

The text extraction AWS Lambda function is invoked by the SQS queue, processing each queued file and using Amazon Textract to extract text from the documents. The text summarization Lambda function is invoked by this new queue containing the extracted text.

Education 104

Education Report Technical Review Generative AI 104

AWS Machine Learning - AI

MARCH 13, 2025

Implementing the agent broker pattern The following diagram demonstrates how Amazon EventBridge and Lambda act as a central message broker, with the Amazon Bedrock Converse API to let a model use a tool in a conversation to dynamically route messages to appropriate AI agents.

Artificial Inteligence 90

Artificial Inteligence Lambda Travel Generative AI 90

AWS Machine Learning - AI

NOVEMBER 1, 2024

For example, the claims processing team established an application inference profile with tags such as dept:claims , team:automation , and app:claims_chatbot. Lambda-based Method: This approach uses AWS Lambda as an intermediary between the calling client and the ResourceGroups API.

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Generative AI AWS Artificial Inteligence Budget 139

AWS Machine Learning - AI

MARCH 20, 2025

Lets look at an example solution for implementing a customer management agent: An agentic chat can be built with Amazon Bedrock chat applications, and integrated with functions that can be quickly built with other AWS services such as AWS Lambda and Amazon API Gateway. Give the project a name (for example, crm-agent ).

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Generative AI Systems Review System Lambda 88

Modus Create

FEBRUARY 20, 2020

Lambda@Edge is Amazon Web Services’s (AWS’s) Lambda service run on the Amazon CloudFront Global Edge Network. There are numerous measures you can take to improve security with Lambda@Edge. Lambda@Edge provides you with the ability to customize headers after responses have left the origin. X-XSS-Protection.

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Lambda Transportation Software Review Policies 110

MagmaLabs

JULY 16, 2020

In the beginning, the documentation for AWS LAMBDAS can be intimidating at times, but don’t worry, in this post, I will help you with the first steps to create an AWS LAMBDA Function. What’s a Lambda Function??. AWS Lambda is a compute service that lets you run code without provisioning or managing servers.

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Lambda AWS How To Serverless 98

AWS Machine Learning - AI

NOVEMBER 21, 2024

For example, in speech generation, an unnatural pause might last only a fraction of a second, but its impact on perceived quality is significant. Pre-annotation and post-annotation AWS Lambda functions are optional components that can enhance the workflow.

Video 95

Video Lambda AWS Generative AI 95

AWS Machine Learning - AI

MARCH 13, 2025

For example: Input: Fruit by the Foot Starburst Output: color -> multi-colored, material -> candy, category -> snacks, product_line -> Fruit by the Foot, GoDaddy used an out-of-the-box Meta Llama 2 model to generate the product categories for six million products where a product is identified by an SKU.

Artificial Inteligence 101

Artificial Inteligence Systems Review System Generative AI 101

AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. 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.

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Generative AI AWS Enterprise Artificial Inteligence 111

AWS Machine Learning - AI

FEBRUARY 11, 2025

Additionally, we use various AWS services, including AWS Amplify for hosting the front end, AWS Lambda functions for handling request logic, Amazon Cognito for user authentication, and AWS Identity and Access Management (IAM) for controlling access to the agent. The function uses a geocoding service or database to perform this lookup.

Virtualization 80

Virtualization Lambda AWS Authentication 80

AWS Machine Learning - AI

OCTOBER 29, 2024

Through code examples and step-by-step guidance, we demonstrate how you can seamlessly integrate this solution into your Amazon Bedrock application, unlocking a new level of visibility, control, and continual improvement for your generative AI applications.

Generative AI 110

Generative AI Applications AWS Knowledge Base 110

Dzone - DevOps

JUNE 21, 2024

In this article, I wanted to focus on an example where my project seemed like a perfect serverless use case, one where I’d leverage AWS Lambda. The expectation of learning valuable lessons should always be top of mind as design becomes a reality. Spoiler alert: it was not.

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Lambda Serverless AWS Architecture 98

Xebia

OCTOBER 25, 2024

Plus, when you have a practical example, it’s also easier to explain to my wife and friends. This allows you to use a Lambda function to use business logic to decide whether the call can be performed. Conclusion Real-world examples help illustrate our options for serverless technology. But some steps can be automated!

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Serverless Technical Review Lambda AWS 130

AWS Machine Learning - AI

FEBRUARY 25, 2025

The solution is flexible and can be adapted for similar use cases beyond these examples. Although we focus on Terraform Cloud workspaces in this example, the same principles apply to GitLab CI/CD pipelines or other continuous integration and delivery (CI/CD) approaches executing IaC code.

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Lambda Generative AI AWS Software Review 63

AWS Machine Learning - AI

NOVEMBER 19, 2024

An email handler AWS Lambda function is invoked by WorkMail upon the receipt of an email, and acts as the intermediary that receives requests and passes it to the appropriate agent. Developers can modify the Lambda functions, update the knowledge bases, and adjust the agent behavior to align with unique business requirements.

Knowledge Base 101

Knowledge Base Generative AI Technical Review Lambda 101

Dzone - DevOps

MAY 10, 2023

Setting Up This is a simple example of using Terraforms cloud development kit (CDKTF) to create a Lambda function in AWS in Typescript. Learning HCL and its nuances in a declarative manner and configuring it all for different environments is a bit of a learning curve.

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Lambda AWS Infrastructure Cloud 91

AWS Machine Learning - AI

OCTOBER 11, 2024

Some examples of AWS-sourced operational events include: AWS Health events — Notifications related to AWS service availability, operational issues, or scheduled maintenance that might affect your AWS resources. Figure – use case example 4 The following figure shows a more sophisticated use case.

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Cloud AWS Serverless Lambda 96

TechCrunch

JANUARY 28, 2021

John Danner , managing partner, Dunce Capital (an edtech and future of work fund with portfolio companies Lambda School and Outschool). Degreed was the first wave of this… Learn In is an example of the next step in this evolution. What are the biggest hurdles ahead for early-stage edtech startups looking to scale?

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Education Lambda VR Survey 336

AWS Machine Learning - AI

NOVEMBER 14, 2024

If an image is uploaded, it is stored in Amazon Simple Storage Service (Amazon S3) , and a custom AWS Lambda function will use a machine learning model deployed on Amazon SageMaker to analyze the image to extract a list of place names and the similarity score of each place name. Here is an example from LangChain.

Artificial Inteligence 109

Artificial Inteligence Generative AI Travel AWS 109

AWS Machine Learning - AI

MARCH 15, 2024

In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda. A Lambda function pulls the appropriate prompt template from the Lambda layer and formats model prompts by adding the customer input in the associated prompt template. awscli>=1.29.57

Generative AI 139

Generative AI Lambda AWS Artificial Inteligence 139

Xebia

DECEMBER 19, 2023

In one of my previous blogs I wrote why I switched to compiled languages for my lambda functions. But using Golang for your lambda functions does add some challenges. This is because each lambda function needs to be its own module. This is now scattered over your lambda functions. files, forming its own module.

Serverless 147

Serverless Lambda Software Review Technical Review 147

Xebia

AUGUST 15, 2023

I used the following code to do this: package main import ( "context" "github.com/aws/aws-sdk-go-v2/config" "github.com/aws/aws-sdk-go-v2/service/s3" "time" "log" "os" ) type Request struct {} type Response struct {} type Lambda struct { s3Client *s3.Client PutObjectInput) (*s3.PutObjectOutput,

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AWS Lambda Test-Driven Development Testing 130

AWS Machine Learning - AI

JULY 11, 2024

Diagram analysis and query generation : The Amazon Bedrock agent forwards the architecture diagram location to an action group that invokes an AWS Lambda. An AWS account with the appropriate IAM permissions to create Amazon Bedrock agents and knowledge bases, Lambda functions, and IAM roles. Choose the default embeddings model.

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Software Review Infrastructure Lambda Generative AI 135

Xebia

MAY 8, 2024

When you deploy lambda functions using CDK and a test-driven approach, you might have noticed that the test feedback takes longer each time you add a new function. When you have a lambda function the content of this function will be bundled into one of these assets. For example, you are expecting a Lambda function.

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Testing Lambda How To Backup 130

AWS Machine Learning - AI

MARCH 18, 2025

These samples serve as representative examples, simulating site interviews conducted by researchers at clinical trial sites with patient participants. Copying these sample files will trigger an S3 event invoking the AWS Lambda function audio-to-text. On the Lambda console, navigate to the function named hcls_clinical_trial_analysis.

Artificial Inteligence 83

Artificial Inteligence Technical Review Healthcare Systems Review 83

AWS Machine Learning - AI

APRIL 18, 2024

The following is an example of a customized Terraform-based AWS Landing Zone solution, in which each application resides in its own AWS account. In parallel, the AVM layer invokes a Lambda function to generate Terraform code. For creating lambda function, please follow instructions. Access to Amazon Bedrock models.

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AWS Applications Lambda Knowledge Base 128

Dzone - DevOps

FEBRUARY 26, 2023

This article demonstrates a real-life example of Java refactoring aimed at achieving cleaner code and better separation of concerns. The idea originated from my experience with coding in a professional setting. Once Upon a Time in a Production Code When I was working on code persisting some domain data, I ended up with the following:

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