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.

Testing 130

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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 90

Knowledge Base Lambda Enterprise AWS 90

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. The generative AI playground is a UI provided to tenants where they can run their one-time experiments, chat with several FMs, and manually test capabilities such as guardrails or model evaluation for exploration purposes.

Generative AI 111

Generative AI AWS Enterprise Artificial Inteligence 111

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.

Generative AI 138

Generative AI AWS Artificial Inteligence Budget 138

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 94

Video Lambda AWS Generative AI 94

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 ).

Generative AI 109

Generative AI Systems Review System Lambda 109

AWS Machine Learning - AI

JANUARY 13, 2025

The primary purpose of this proof of concept was to test and validate the proposed technologies, demonstrating their viability and potential for streamlining BQAs reporting and data management processes. The text summarization Lambda function is invoked by this new queue containing the extracted text.

Education 103

Education Report Technical Review Generative AI 103

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

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

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. When the deployment is successful (which may take 7–10 minutes to complete), you can start testing the solution.

Knowledge Base 100

Knowledge Base Generative AI Technical Review Lambda 100

Xebia

APRIL 16, 2025

You can create, edit and test Step Functions visually, without the back-and-forth copying. 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.

AWS 130

AWS Lambda Serverless Architecture 130

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.

Cloud 96

Cloud AWS Serverless Lambda 96

AWS Machine Learning - AI

APRIL 1, 2025

invoke(input_text=Convert 11am from NYC time to London time) We showcase an example of building an agent to understand your Amazon Web Service (AWS) spend by connecting to AWS Cost Explorer , Amazon CloudWatch , and Perplexity AI through MCP. In the first flow, a Lambda-based action is taken, and in the second, the agent uses an MCP server.

Generative AI 134

Generative AI AWS Artificial Inteligence Software Review 134

AWS Machine Learning - AI

MARCH 18, 2025

Providing recommendations for follow-up assessments, diagnostic tests, or specialist consultations. These samples serve as representative examples, simulating site interviews conducted by researchers at clinical trial sites with patient participants. On the Lambda console, navigate to the function named hcls_clinical_trial_analysis.

Artificial Inteligence 109

Artificial Inteligence Technical Review Healthcare Systems Review 109

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.

Lambda 63

Lambda Generative AI AWS Software Review 63

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. If you run go test./.

Serverless 147

Serverless Lambda Software Review Technical Review 147

Xebia

AUGUST 15, 2023

But I am also a big fan of test driven development. Client } func New() (*Lambda, error) { cfg, err := config.LoadDefaultConfig(context.TODO()) m := new(Lambda) m.SetS3Client(s3.NewFromConfig(cfg)) NewFromConfig(cfg)) return m, err } func (x *Lambda) SetS3Client(client *s3.Client) In my previous blog you can read why.)

AWS 130

AWS Lambda Test-Driven Development Testing 130

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

LaunchDarkly

JUNE 5, 2019

As a result, they needed a way to develop, test, and roll out customer experiences for each partner site and application with minimal disruption, to avoid lengthy delays or tying up the business for long periods of time during the transition. Lambda@Edge NodeJS goodness.

Lambda 72

Lambda AWS Software Engineering Engineering 72

AWS Machine Learning - AI

JANUARY 22, 2025

Prerequisites For this example, you need the following: An AWS account and a user with an AWS Identity and Access Management (IAM) role authorized to use Bedrock. For an example of how to create a travel agent, refer to Agents for Amazon Bedrock now support memory retention and code interpretation (preview).

Travel 127

Travel Hotels AWS Generative AI 127

CircleCI

NOVEMBER 7, 2022

This tutorial covers: Using the Jest framework to set up unit testing for a serverless application. Running the tests locally. Building a pipeline to run tests and deploy the app. that simplifies the development and deployment of AWS Lambda functions. Unit testing lets you to test your application logic in isolation.

Serverless 98

Serverless Testing Applications Lambda 98

AWS Machine Learning - AI

DECEMBER 4, 2024

For example, by the end of this tutorial, you will be able to query the data with prompts such as “Can you return our five top selling products this quarter and the principal customer complaints for each?” This includes setting up Amazon API Gateway , AWS Lambda functions, and Amazon Athena to enable querying the structured sales data.

Generative AI 104

Generative AI Applications Technical Review Software Review 104

Xebia

JUNE 8, 2023

When you write lambda functions that only contain logic to perform a single task they are easier to test. Lets use an example Lets say one of the input parameters is an object location on S3. A lambda function can then be used to read this object and perform some business logic on this data. ObjectKey", "Body.$":

Serverless 130

Serverless Applications Lambda AWS 130

Xebia

MARCH 8, 2023

You just implement a create, update and delete method in a Lambda and you are done. But that is the easy part: you still have to create zip files, unit tests, documentation, demo’s, CI/CD deployment pipelines and more. binxio-public 🎤 Access to lambda zip files? This copier template has it all!

AWS 130

AWS Lambda How To Testing 130

AWS Machine Learning - AI

FEBRUARY 8, 2024

The code and resources required for deployment are available in the amazon-bedrock-examples repository. The following are some example prompts: Create a new claim. This method allows you to enhance the model’s performance by providing labeled examples associated with a particular task. Gather evidence for claim 5t16u-7v.

Knowledge Base 139

Knowledge Base Insurance Lambda AWS 139

Xebia

OCTOBER 21, 2023

The repository with the code and some examples is [link]. The repository with the code and some examples is [link]. Example usage The code below demonstrates example usage: import boto3 from iamv2 import ConsoleSession import re awssvcs = {} console_session = None def get_iam_info(): global console_session boto_session = boto3.Session(region_name='us-east-1')

AWS 147

AWS Lambda Policies Resources 147

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

The Agile Monkey

JULY 4, 2019

Have you ever wondered whether your AWS Lambda could be faster if you used a different runtime? AWS Lambda allows us to execute code in the cloud without needing to provision anything. As an addition to all the available runtimes in AWS Lambda, AWS announced Custom Runtimes at Re:Invent 2018. Rust, Node.js 8.10, C# (.NET

Lambda 66

Lambda AWS Comparison Serverless 66

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Integrating it with the range of AWS serverless computing, networking, and content delivery services like AWS Lambda , Amazon API Gateway , and AWS Amplify facilitates the creation of an interactive tool to generate dynamic, responsive, and adaptive logos. The application is ready to be tested at the domain URL.

Lambda 128

Lambda AWS Generative AI Resources 128

Erik Bernhardsson

OCTOBER 18, 2022

When I run tests, I want to parallelize all of them. Why do I need to SSH into a CI runner to debug some test failure that I can't repro locally? I'm excited for a world where a normal software developer doesn't need to know about CIDR blocks to connect a Lambda with an RDS instance. For the third time this month? I could go on!

Cloud 273

Cloud Lambda Software Engineering AWS 273

Linux Academy

MARCH 29, 2019

The course has three new sections (and Lambda Versioning and Aliases plays an important part in the Lambda section): Deployment Pipelines. AWS Lambda, and. AWS Lambda and Serverless Concepts. Chances are that if you work in AWS long enough you will encounter use cases that call for the implementation of Lambda Functions.

Lambda 60

Lambda AWS Serverless DevOps 60

Hacker Earth Developers Blog

MARCH 3, 2020

The best example to demonstrate conciseness is the way of creating a class (also known as POJO for Java users) with the getters, setters, equals(), hashCode(), toString(), and copy() methods. For example, you can write new functions for a class from an external library that you cannot modify. What can Kotlin be used for?

Software Review 49

Software Review Systems Review Exercises Course 49

Xebia

JULY 31, 2023

You just implement a create, update and delete method in a Lambda and you are done. But that is the easy part: you still have to create zip files, unit tests, documentation, demo’s, CI/CD deployment pipelines and more. This copier template has it all! > Running task 1 of 1: [ ! -f cloudformation.

AWS 130

AWS Lambda How To Resources 130

TechCrunch

NOVEMBER 9, 2021

Disrupting the traditional MBA may be the most tried, tested and tweaked edtech startup pitch out there. At the same time, Kunkolienkar was running a Lambda School for India, but realizing that “the financing and collections infrastructure in India isn’t evolved enough to run ISAs at scale.”

Education 214

Education Technical Review Lambda Quality Assurance 214

Xebia

FEBRUARY 3, 2024

Let’s use a specific example, but you can apply this concept to other scenarios. Lambda vs CloudFormation Guard You can build a custom config rules in 2 ways, using AWS Lambda and CloudFormation Guard. Lambda gives you a lot of flexibility, but it also brings complexity of maintaining.

Compliance 130

Compliance Lambda AWS Resources 130

Linux Academy

FEBRUARY 21, 2019

AWS Lambda. Now for a sneak preview into one of the 25 new lessons already added to the course, let’s talk about AWS Lambda and specifically using AWS SQS as an Event Source for Lambda ( see the full lesson here ). Lambda is an event-driven service and can be triggered by any number of events from many different Event Sources.

Lambda 60

Lambda AWS DevOps Linux 60

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.

AWS 128

AWS Lambda Performance Artificial Inteligence 128