AWS Machine Learning - AI

NOVEMBER 1, 2024

Organizations can now label all Amazon Bedrock models with AWS cost allocation tags , aligning usage to specific organizational taxonomies such as cost centers, business units, and applications. By assigning AWS cost allocation tags, the organization can effectively monitor and track their Bedrock spend patterns.

Generative AI 131

Generative AI AWS Artificial Inteligence Budget 131

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.

Lambda 130

Lambda AWS Software Review Serverless 130

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. This gives you an AI agent that can transform the way you manage your AWS spend.

Generative AI 126

Generative AI AWS Artificial Inteligence Software Review 126

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times.

Generative AI 103

Generative AI Video Engineering Artificial Inteligence 103

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 98

Generative AI Systems Review System Lambda 98

AWS Machine Learning - AI

FEBRUARY 11, 2025

Enhancing AWS Support Engineering efficiency The AWS Support Engineering team faced the daunting task of manually sifting through numerous tools, internal sources, and AWS public documentation to find solutions for customer inquiries. Then we introduce the solution deployment using three AWS CloudFormation templates.

Knowledge Base 84

Knowledge Base Lambda Enterprise AWS 84

AWS Machine Learning - AI

OCTOBER 29, 2024

This solution uses decorators in your application code to capture and log metadata such as input prompts, output results, run time, and custom metadata, offering enhanced security, ease of use, flexibility, and integration with native AWS services.

Generative AI 102

Generative AI Applications AWS Knowledge Base 102

Xebia

DECEMBER 13, 2024

Relative Python imports can be tricky for lambda functions. But recently, I ran into the same issue with Dockerized lambda functions. Project setup Make sure you installed the AWS CDK cli. Project setup Make sure you installed the AWS CDK cli. Project setup Make sure you installed the AWS CDK cli.

Lambda 130

Lambda AWS Linux Construction 130

AWS Machine Learning - AI

NOVEMBER 22, 2024

This post discusses how to use AWS Step Functions to efficiently coordinate multi-step generative AI workflows, such as parallelizing API calls to Amazon Bedrock to quickly gather answers to lists of submitted questions. Our pricing model varies depending on the project, but we always aim to provide cost-effective solutions.

Generative AI 78

Generative AI AWS Technical Review Backup 78

Xebia

SEPTEMBER 3, 2021

Over the past years I’ve tried working with lambda functions on and off a couple of times. Each time I got stuck, either clicking in AWS UIs or writing YAML files. Netlify changes all that by making lambdas easy to use. The post Easy lambdas with Netlify appeared first on Xebia. file in src/functions.

Lambda 130

Lambda AWS Examples Development 130

AWS Machine Learning - AI

JANUARY 13, 2025

The collaboration between BQA and AWS was facilitated through the Cloud Innovation Center (CIC) program, a joint initiative by AWS, Tamkeen , and leading universities in Bahrain, including Bahrain Polytechnic and University of Bahrain. The text summarization Lambda function is invoked by this new queue containing the extracted text.

Education 94

Education Report Technical Review Generative AI 94

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. Amazon Bedrock Agents forwards the details from the user query to the action groups, which further invokes custom Lambda functions. In this solution, we use Amazon Bedrock Agents.

Virtualization 79

Virtualization Lambda AWS Authentication 79

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??. Here is Lambda documentation for you to look at it. client('lambda') ?

Lambda 98

Lambda AWS How To Serverless 98

AWS Machine Learning - AI

OCTOBER 11, 2024

It uses Amazon Bedrock , AWS Health , AWS Step Functions , and other AWS services. 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.

Cloud 92

Cloud AWS Serverless Policies 92

AWS Machine Learning - AI

MARCH 13, 2025

AWS AppConfig , a capability of AWS Systems Manager, is used to store each of the agents tool context data as a single configuration in a managed data store, to be sent to the Converse API tool request. For more information about when to use AWS Config, see AWS AppConfig use cases.

Artificial Inteligence 83

Artificial Inteligence Lambda Generative AI Travel 83

Xebia

AUGUST 15, 2023

With Python you have a stubber that helps you mock the AWS API. 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) PutObjectInput) (*s3.PutObjectOutput,

AWS 130

AWS Lambda Test-Driven Development Testing 130

AWS Machine Learning - AI

NOVEMBER 21, 2024

We guide you through deploying the necessary infrastructure using AWS CloudFormation , creating an internal labeling workforce, and setting up your first labeling job. For example, in speech generation, an unnatural pause might last only a fraction of a second, but its impact on perceived quality is significant.

Video 84

Video Lambda AWS Generative AI 84

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 91

Artificial Inteligence Systems Review System Generative AI 91

AWS Machine Learning - AI

NOVEMBER 14, 2024

This is where AWS and generative AI can revolutionize the way we plan and prepare for our next adventure. This innovative service goes beyond traditional trip planning methods, offering real-time interaction through a chat-based interface and maintaining scalability, reliability, and data security through AWS native services.

Artificial Inteligence 102

Artificial Inteligence Generative AI Travel AWS 102

AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. Deploy the AWS CDK project to provision the required resources in your AWS account.

Knowledge Base 90

Knowledge Base Generative AI Technical Review Lambda 90

Xebia

OCTOBER 25, 2024

Plus, when you have a practical example, it’s also easier to explain to my wife and friends. 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. I like to combine technology with something more practical.

Serverless 130

Serverless Technical Review Lambda AWS 130

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. config } provider "aws" { #. requests>=2.0.0

Lambda 130

Lambda AWS Resources Software Review 130

Xebia

JANUARY 26, 2025

This example applies to the more traditional lift and shift approaches. Simple: In the example, we needed an RDS instance. The CheckoutProcess name describes what it is, a role used by, for example, a lambda function that processes the checkout. However, we always advise modernizing to reap all the benefits of the cloud.

Weak Development Team 162

Weak Development Team Serverless Lambda Resources 162

Xebia

JULY 4, 2023

When using AWS API Gateway you can use the AWS Lambda authorizer for HTTP APIs to authorize the requests. In this blog I will show you how to validate a JWT token signed with KMS in a Lambda using the Golang runtime. So you have to look closely to your use case and business requirements and make a decision based on that.

AWS 130

AWS Lambda Resources Performance 130

Perficient

MARCH 27, 2025

What Youll Learn How Pulumi works with AWS Setting up Pulumi with Python Deploying various AWS services with real-world examples Best practices and advanced tips Why Pulumi for AWS? Multi-Cloud and Multi-Language Support Deploy across AWS, Azure, and Google Cloud with Python, TypeScript, Go, or.NET.

AWS 52

AWS Infrastructure Lambda Load Balancer 52

AWS Machine Learning - AI

APRIL 18, 2024

Tools like Terraform and AWS CloudFormation are pivotal for such transitions, offering infrastructure as code (IaC) capabilities that define and manage complex cloud environments with precision. AWS Landing Zone addresses this need by offering a standardized approach to deploying AWS resources.

AWS 121

AWS Applications Lambda Knowledge Base 121

AWS Machine Learning - AI

FEBRUARY 25, 2025

This post demonstrates how you can use Amazon Bedrock Agents to create an intelligent solution to streamline the resolution of Terraform and AWS CloudFormation code issues through context-aware troubleshooting. This setup makes sure that AWS infrastructure deployments using IaC align with organizational security and compliance measures.

Lambda 63

Lambda Generative AI AWS Software Review 63

Xebia

SEPTEMBER 24, 2024

AWS offers a range of security services like AWS Security Hub, AWS GuardDuty, Amazon Inspector, Amazon Macie etc. This post will dive into how we can monitor these AWS Security services and build a layered security approach, emphasizing the importance of both prevention and detection. This will help us in investigation.

AWS 130

AWS Lambda Firewall Policies 130

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. Why AWS Lambda Pricing is So Confusing.

Lambda 82

Lambda AWS Serverless Microservices 82

AWS Machine Learning - AI

NOVEMBER 14, 2024

Prerequisites To perform this solution, complete the following: Create and activate an AWS account. Make sure your AWS credentials are configured correctly. This tutorial assumes you have the necessary AWS Identity and Access Management (IAM) permissions. Install Python 3.7 or later on your local machine.

Software Review 97

Software Review Technical Review AWS Artificial Inteligence 97

AWS Machine Learning - AI

JULY 3, 2024

To solve this problem, this post shows you how to apply AWS services such as Amazon Bedrock , AWS Step Functions , and Amazon Simple Email Service (Amazon SES) to build a fully-automated multilingual calendar artificial intelligence (AI) assistant. Here’s the generated prompt from the example message).

AWS 131

AWS Artificial Inteligence Generative AI Lambda 131

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 122

AWS Lambda Performance Artificial Inteligence 122

AWS Machine Learning - AI

MARCH 15, 2024

In addition to Amazon Bedrock, you can use other AWS services like Amazon SageMaker JumpStart and Amazon Lex to create fully automated and easily adaptable generative AI order processing agents. In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda.

Generative AI 135

Generative AI Lambda AWS Artificial Inteligence 135

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.

Lambda 91

Lambda AWS Infrastructure Cloud 91

AWS Machine Learning - AI

FEBRUARY 26, 2024

By using AWS services, our architecture provides real-time visibility into LLM behavior and enables teams to quickly identify and address any issues or anomalies. In this post, we demonstrate a few metrics for online LLM monitoring and their respective architecture for scale using AWS services such as Amazon CloudWatch and AWS Lambda.

Artificial Inteligence 128

Artificial Inteligence AWS Lambda Metrics 128

AWS Machine Learning - AI

JANUARY 22, 2025

Amazon Bedrock Flows offers an intuitive visual builder and a set of APIs to seamlessly link foundation models (FMs), Amazon Bedrock features, and AWS services to build and automate user-defined generative AI workflows at scale. Amazon Bedrock Agents offers a fully managed solution for creating, deploying, and scaling AI agents on AWS.

Travel 119

Travel Hotels Generative AI AWS 119

Tamnoon

MARCH 12, 2025

What Are AWS Resource Control Policies (RCPs)? The Complete Guide Resource Control Policies (RCPs) are organization-wide guardrails designed to enforce security and governance across AWS resources. These deny-only policies establish permission boundaries for specific resource types within AWS organizations.

Policies 52

Policies AWS Resources Examples 52