AWS Machine Learning - AI

FEBRUARY 11, 2025

Step Functions orchestrates AWS services like AWS Lambda and organization APIs like DataStore to ingest, process, and store data securely. The workflow includes the following steps: The Prepare Map Input Lambda function prepares the required input for the Map state. An EventBridge rule invokes the Rectify & Notify Lambda function.

Knowledge Base 102

Knowledge Base Lambda Enterprise AWS 102

AWS Machine Learning - AI

OCTOBER 29, 2024

AWS Lambda is an event-driven compute service that lets you run code for virtually any type of application or backend service without provisioning or managing servers. You can invoke Lambda functions from over 200 AWS services and software-as-a-service (SaaS) applications.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

AWS Machine Learning - AI

MAY 2, 2025

In the spirit of giving back to the community and harnessing the art of the possible for positive change, AWS hosted the Hack For Purpose event in 2023. To address this challenge, the WordFinder app sends the initial word list to an AWS Lambda function through Amazon API Gateway , a fully managed service that securely handles API requests.

Generative AI 92

Generative AI AWS Lambda Authentication 92

AWS Machine Learning - AI

MARCH 13, 2025

Alternatively, asynchronous choreography follows an event-driven pattern where agents operate autonomously, triggered by events or state changes in the system. In this model, agents publish events or messages that other agents can subscribe to, creating a workflow that emerges from their collective behavior.

Artificial Inteligence 95

Artificial Inteligence Lambda Travel Generative AI 95

Xebia

AUGUST 3, 2023

I was sparked on a XKE to do a short experiment with using Golang for my AWS Lambda Functions. Tutorial Let’s deploy a small stack including a single Lambda function. Sub /aws/lambda/${MyFunction} RetentionInDays: 7 A few things are going on here. This Makefile is used to compile the lambda function.

Lambda 130

Lambda AWS Serverless Energy 130

AWS Machine Learning - AI

MARCH 18, 2025

The LLM analyzes the text, identifying key information relevant to the clinical trial, such as patient symptoms, adverse events, medication adherence, and treatment responses. These insights can include: Potential adverse event detection and reporting. Identification of protocol deviations or non-compliance. No problem!

Artificial Inteligence 113

Artificial Inteligence Technical Review Healthcare Systems Review 113

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. The Y combinator Enter the Y combinator , a very odd-looking term in lambda calculus.

Lambda 130

Lambda Programming Applications Examples 130

AWS Machine Learning - AI

APRIL 9, 2025

When API Gateway receives the request, it triggers an AWS Lambda The Lambda function sends the question to the classifier LLM to determine whether it is a history or math question. What major event sparked the beginning of the Great Depression in 1929? When API Gateway receives the request, it triggers a Lambda function.

Artificial Inteligence 129

Artificial Inteligence Generative AI AWS Applications 129

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.

Lambda 110

Lambda Transportation Software Review Policies 110

AWS Machine Learning - AI

OCTOBER 11, 2024

Operational health events – including operational issues, software lifecycle notifications, and more – serve as critical inputs to cloud operations management. Inefficiencies in handling these events can lead to unplanned downtime, unnecessary costs, and revenue loss for organizations.

Cloud 97

Cloud AWS Serverless Lambda 97

Xebia

SEPTEMBER 18, 2020

TL;DR: There’s a lot of articles and blog posts on preventing or shortening cold-starts for AWS Lambda instances. I learned that AWS Lambda forces cold-starts to happen nevertheless by terminating active, running instances every two hours. AWS Lambda is an event-driven, serverless computing platform delivered by Amazon.

Lambda 100

Lambda AWS Serverless 100

Xebia

OCTOBER 23, 2024

To aid in understanding this setup and the AWS services needed, a detailed diagram is provided below illustrating the required interaction between CloudWatch Alarms, Event Bridge, Lambda function, and AWS Global Accelerator during an automated region evacuation process.

AWS 130

AWS Network Software Review Lambda 130

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.

Lambda 98

Lambda AWS How To Serverless 98

AWS Machine Learning - AI

JANUARY 13, 2025

An event notification is sent to an Amazon Simple Queue Service (Amazon SQS) queue to align each file for further processing. 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.

Education 112

Education Report Technical Review Generative AI 112

Dzone - DevOps

OCTOBER 4, 2023

Building Efficient Lambda Functions with Node.js: Unleashing the Power of Serverless Magic In the ever-evolving landscape of cloud computing, serverless architecture has emerged as a transformative paradigm, enabling developers to focus on code without the burden of managing infrastructure.

Lambda 92

Lambda Serverless AWS Architecture 92

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 84

Virtualization Lambda AWS Authentication 84

AWS Machine Learning - AI

MAY 2, 2025

The initial step involves creating an AWS Lambda function that will integrate with the Amazon Bedrock agents CreatePortfolio action group. To configure the Lambda function, on the AWS Lambda console , establish a new function with the following specifications: Configure Python 3.12 import json import boto3 client = boto3.client('ses')

Real Estate 91

Real Estate Artificial Inteligence Knowledge Base Lambda 91

AWS Machine Learning - AI

NOVEMBER 13, 2024

From gaming and entertainment to education and corporate events, live streams have become a powerful medium for real-time engagement and content consumption. Interactions with Amazon Bedrock are handled by a Lambda function, which implements the application logic underlying an API made available using API Gateway.

Generative AI 132

Generative AI AWS Lambda Authentication 132

Dzone - DevOps

MAY 27, 2023

AWS Lambda is a popular serverless platform that allows developers to run code without provisioning or managing servers. In this article, we will discuss how to implement a serverless DevOps pipeline using AWS Lambda and CodePipeline. What Is AWS Lambda?

Lambda 97

Lambda Serverless AWS DevOps 97

Confluent

FEBRUARY 27, 2019

Given that it is at a relatively early stage, developers are still trying to grok the best approach for each cloud vendor and often face the following question: Should I go cloud native with AWS Lambda, GCP functions, etc., What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless?

Serverless 109

Serverless Lambda AWS Systems Review 109

Dzone - DevOps

JUNE 7, 2023

AWS Lambda functions are a powerful tool for running serverless applications in the cloud. Testing and debugging Lambda functions can help you identify potential issues before they become a problem. In this guide, we’ll cover everything from unit testing to automated tests to ensure that your Lambda functions are running smoothly.

Lambda 90

Lambda AWS Testing Serverless 90

Dzone - DevOps

APRIL 18, 2023

Amazon Web Services (AWS) Lambda is an incredibly useful cloud computing platform, allowing businesses to run their code without managing infrastructure. However, the invocation type of Lambda functions can be confusing for newcomers. Here's a deep dive into the mysteries of AWS Lambda invocation.

Lambda 89

Lambda AWS Infrastructure Resources 89

AWS Machine Learning - AI

NOVEMBER 21, 2024

Pre-annotation and post-annotation AWS Lambda functions are optional components that can enhance the workflow. The pre-annotation Lambda function can process the input manifest file before data is presented to annotators, enabling any necessary formatting or modifications. On the SageMaker console, choose Create labeling job.

Video 102

Video Lambda AWS Generative AI 102

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. You can use AWS Step Functions to orchestrate the chaining workflows and Amazon EventBridge to listen to task completion events and trigger the next step. Refer to Perform AI prompt-chaining with Amazon Bedrock for more details.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

Stackery

FEBRUARY 19, 2020

Too often serverless is equated with just AWS Lambda. Yes, it’s true: Amazon Web Services (AWS) helped to pioneer what is commonly referred to as serverless today with AWS Lambda, which was first announced back in 2015. Lambda is just one component of a modern serverless stack.

Serverless 91

Serverless Lambda AWS Architecture 91

Dzone - DevOps

MARCH 15, 2023

AWS Lambda is a serverless computing service provided by Amazon Web Services (AWS) that allows you to run code without provisioning or managing servers. Together, AWS Lambda and Node.js can be used to create a RESTful API that can be triggered by events such as an HTTP request.

Lambda 91

Lambda AWS Serverless Engineering 91

ParkMyCloud

MAY 20, 2019

Today’s entry into our exploration of public cloud prices focuses on AWS Lambda pricing. In this article, we’ll take a look at the Lambda pricing model, and some things you need to keep in mind when estimating costs for serverless infrastructure. How AWS Lambda Pricing Works. AWS Lambda pricing is based on what you use.

Lambda 82

Lambda AWS Serverless Microservices 82

Cloud That

NOVEMBER 16, 2022

Steps to Create a Lambda Function. We can do it through a single click by creating a function in AWS lambda. In this post, I will cover how to call instances of meta-data using Lambda. Without any additional configuration, AWS Lambda scales the infrastructure without difficulty. Select the use case as Lambda.

Lambda 77

Lambda AWS Policies Resources 77

AWS Machine Learning - AI

JANUARY 22, 2025

The event has the requested information in the content( FlowMultiTurnInputContent ) field. Once I have these details, I can search for available flights for you." } } Because the flow cant continue until more input is received, the flow also emits a FlowCompletionEvent event. I've successfully booked your flight to Paris.

Travel 130

Travel Hotels AWS Generative AI 130

Confluent

SEPTEMBER 19, 2023

Discover the top 5 best practices for building event-driven architectures using Confluent and AWS Lambda. Learn how to optimize your architecture for scalability, reliability, and performance.

Lambda 69

Lambda Architecture AWS Scalability 69

Honeycomb

MARCH 16, 2021

Recently, we added a new derived column function to Honeycomb, INGEST_TIMESTAMP() , which can help customers debug event latency and/or inaccurate timestamps. A meaningful minority of the events sent to Honeycomb are already old when they arrive, and a very special few claim to have been sent from the future. Has this happened to you?

Software Review 98

Software Review Systems Review Lambda Examples 98

Xebia

FEBRUARY 25, 2025

I am using an Application Load Balancer to invoke a Lambda function. We will use a Lambda function to check this. decode('utf-8')) def resolve_groups(groups: str) -> List[str]: return list(map(lambda group: group.strip(), groups[1:-1].split(','))) b64decode(data.split(' ')[1]).decode('utf-8'))

Authentication 147

Authentication Load Balancer Lambda AWS 147

Xebia

APRIL 16, 2025

From Lambda-lith to Step Function A common anti-pattern in serverless architecture is creating a “Lambda-lith” – a monolithic Lambda function that handles too many responsibilities. These Lambda-liths can be broken down into Step Functions with multiple smaller, specialized Lambdas.

AWS 130

AWS Lambda Serverless Architecture 130

Dzone - DevOps

FEBRUARY 29, 2024

There are several steps involved in implementing a data pipeline that integrates Apache Kafka with AWS RDS and uses AWS Lambda and API Gateway to feed data into a web application. Set Up Apache Kafka Apache Kafka is a distributed streaming platform that is capable of handling trillions of events a day.

Lambda 98

Lambda AWS Data Applications 98

Honeycomb

NOVEMBER 12, 2020

Today, AWS announced the AWS Lambda Runtime Logs API , a new way to easily send logs from AWS Lambda functions directly to your destination of choice. . AWS Lambda Extensions, announced in October, provide the ability to run code in parallel that is independent of your function’s lifecycle. AWS Lambda Runtime Logs API.

Lambda 69

Lambda AWS Serverless Groups 69

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

Linux Academy

APRIL 13, 2019

A simple way to achieve this is to use an Amazon CloudWatch Events rule to trigger an AWS Lambda function daily. In this hands-on AWS lab, you will write a Lambda function in Python using the Boto3 library. Setting this up requires configuring an IAM role, setting a CloudWatch rule, and creating a Lambda function.

Lambda 68

Lambda Backup AWS Software Review 68