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. Shared components refer to the functionality and features shared by all tenants. You can use AWS services such as Application Load Balancer to implement this approach.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

AWS Machine Learning - AI

NOVEMBER 7, 2024

The Lambda function runs the database query against the appropriate OpenSearch Service indexes, searching for exact matches or using fuzzy matching for partial information. The Lambda function processes the OpenSearch Service results and formats them for the Amazon Bedrock agent. Python 3.9 or later Node.js

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

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. We're more than happy to provide further references upon request.

Generative AI 99

Generative AI AWS Technical Review Backup 99

Xebia

FEBRUARY 19, 2024

In this blog post, we examine the relative costs of different language runtimes on AWS Lambda. Many languages can be used with AWS Lambda today, so we focus on four interesting ones. Rust just came to AWS Lambda in November 2023 , so probably a lot of folks are wondering whether to try it out.

Lambda 130

Lambda AWS Software Review Systems Review 130

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 102

Knowledge Base Lambda Enterprise AWS 102

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

OCTOBER 29, 2024

Observability refers to the ability to understand the internal state and behavior of a system by analyzing its outputs, logs, and metrics. Security – The solution uses AWS services and adheres to AWS Cloud Security best practices so your data remains within your AWS account.

Generative AI 113

Generative AI Applications AWS Knowledge Base 113

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 116

Generative AI Systems Review System Lambda 116

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 84

Virtualization Lambda AWS Authentication 84

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. Solution overview This audio/video segmentation solution combines several AWS services to create a robust annotation workflow. We demonstrate how to use Wavesurfer.js

Video 102

Video Lambda AWS Generative AI 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. Refer to the GitHub repository for deployment instructions.

Knowledge Base 109

Knowledge Base Generative AI Technical Review Lambda 109

AWS Machine Learning - AI

OCTOBER 11, 2024

It uses Amazon Bedrock , AWS Health , AWS Step Functions , and other AWS services. Event-driven operations management Operational events refer to occurrences within your organization’s cloud environment that might impact the performance, resilience, security, or cost of your workloads.

Cloud 97

Cloud AWS Serverless Policies 97

AWS Machine Learning - AI

MAY 1, 2025

Solution overview In this section, we walk through a reference architecture for scalable deployment of MCP servers and MCP clients, using SageMaker AI as the hosting environment for the foundation models (FMs) and LLMs. With the server set up, lets turn our focus to the MCP client.

Artificial Inteligence 117

Artificial Inteligence AWS Architecture Generative AI 117

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 140

Artificial Inteligence AWS Lambda Metrics 140

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 129

AWS Lambda Performance Artificial Inteligence 129

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.

Lambda 91

Lambda Serverless AWS Architecture 91

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

Linux Academy

JANUARY 22, 2020

If you’re studying for the AWS Cloud Practitioner exam, there are a few Amazon S3 (Simple Storage Service) facts that you should know and understand. This post will guide you through how to utilize S3 in AWS environments, for the correct use cases. Objects are what AWS calls the files stored in S3. Using S3 Buckets in Regions.

Cloud 28

Cloud Storage AWS Backup 28

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. If you’re new to Amazon EC2, refer to the Amazon EC2 User Guide.

Software Review 111

Software Review Technical Review AWS Artificial Inteligence 111

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 65

Lambda Generative AI AWS Software Review 65

Xebia

OCTOBER 8, 2023

In this blog post, you will see how AWS ECR and AWS CloudFormation overcome the rate limiting imposed by Docker Hub and provide full control over your base images. Whenever you try to pull an image from a AWS CodeBuild project, you immediately run it this problem. library/python:3.7 RepositoryArn: !GetAtt library/python Tag 3.7

AWS 130

AWS How To Lambda Resources 130

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 129

AWS Applications Lambda Knowledge Base 129

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 130

Travel Hotels AWS Generative AI 130

AWS Machine Learning - AI

FEBRUARY 6, 2024

By extracting key data from testing reports, the system uses Amazon SageMaker JumpStart and other AWS AI services to generate CTDs in the proper format. This solution relies on the AWS Well-Architected principles and guidelines to enable the control, security, and auditability requirements. AI delivers a major leap forward.

Generative AI 130

Generative AI AWS Lambda Technical Review 130

Cloud That

NOVEMBER 16, 2022

Steps to Create a Lambda Function. EC2 instances are the major AWS resources, in which applications’ data can be stored, run, and deployed. What if we want to send our running AWS Instances (servers) information to our team in form of logs for any purposes? Primary use cases for Lambda: Data processing. Conclusion.

Lambda 77

Lambda AWS Policies Resources 77

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 139

Generative AI Lambda AWS Artificial Inteligence 139

AWS Machine Learning - AI

MARCH 7, 2024

However, Amazon Bedrock and AWS Step Functions make it straightforward to automate this process at scale. Step Functions allows you to create an automated workflow that seamlessly connects with Amazon Bedrock and other AWS services. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow.

AWS 142

AWS Lambda Generative AI Report 142

AWS Machine Learning - AI

APRIL 22, 2025

To address these challenges, Infosys partnered with Amazon Web Services (AWS) to develop the Infosys Event AI to unlock the insights generated during events. The services used in the solution are granted least-privilege permissions through AWS Identity and Access Management (IAM) policies for security purposes.

Media 82

Media Knowledge Base AWS Systems Review 82

AWS Machine Learning - AI

MAY 2, 2025

Remember to note the knowledge base name for future reference. The initial step involves creating an AWS Lambda function that will integrate with the Amazon Bedrock agents CreatePortfolio action group. Review all selections carefully on the summary page before finalizing the knowledge base creation, then choose Next.

Real Estate 91

Real Estate Artificial Inteligence Knowledge Base Lambda 91

Xebia

MAY 21, 2024

Cloud modernization has become a prominent topic for organizations, and AWS plays a crucial role in helping them modernize their IT infrastructure, applications, and services. Overall, discussions on AWS modernization are focused on security, faster releases, efficiency, and steps towards GenAI and improved innovation.

AWS 130

AWS Strategy Serverless Microservices 130

Xebia

JULY 31, 2023

In this blog I will show you how to create and deploy a Golang AWS CloudFormation custom provider in less than 5 minutes using a copier template. You just implement a create, update and delete method in a Lambda and you are done. Creating a custom resource in CloudFormation is really simple. > Running task 1 of 1: [ ! -f

AWS 130

AWS Lambda How To Resources 130

Xebia

MARCH 8, 2023

In this blog I will show you how to create and deploy an AWS CloudFormation custom provider in less than 5 minutes using a Python copier template. You just implement a create, update and delete method in a Lambda and you are done. binxio-public 🎤 Access to lambda zip files? public > Running task 1 of 1: [[ !

AWS 130

AWS Lambda How To Testing 130

Xebia

AUGUST 29, 2023

How does High-Performance Computing on AWS differ from regular computing? HPC services on AWS Compute Technically you could design and build your own HPC cluster on AWS, it will work but you will spend time on plumbing and undifferentiated heavy lifting. AWS has two services to support your HPC workload.

AWS 147

AWS Performance Storage Linux 147

Xebia

AUGUST 29, 2023

VPC Lattice offers a new mechanism to connect microservices across AWS accounts and across VPCs in a developer-friendly way. Or if you have an existing landing zone with AWS Transit Gateway, do you already plan to replace it with VPC Lattice? You can also use AWS PrivateLink to inter-connect your VPCs across accounts.

AWS 130

AWS Load Balancer Microservices Lambda 130

AWS Machine Learning - AI

APRIL 30, 2025

Similarly, when an incident occurs in IT, the responding team must provide a precise, documented history for future reference and troubleshooting. The following diagram illustrates the architecture using AWS services. Data sanitization workflow kicks off using AWS Step Functions consisting of AWS Lambda functions.

Artificial Inteligence 99

Artificial Inteligence Technical Review Software Review Generative AI 99

Perficient

APRIL 4, 2025

In Part 1 of this series, we learned about the importance of AWS and Pulumi. Now, lets explore the demo part in this practical session, which will create a service on AWS VPC by using Pulumi. AdministratorAccess or a custom policy). us-east-1) Output format (e.g., us-east-1) Output format (e.g., py to create a VPC: Step 3.

AWS 52

AWS Google Cloud Azure Policies 52

Xebia

JANUARY 8, 2024

The cloud, particularly Amazon Web Services (AWS), has made storing vast amounts of data more uncomplicated than ever before. S3 Storage Undoubtedly, anyone who uses AWS will inevitably encounter S3, one of the platform’s most popular storage services. The following table gives you an overview of AWS storage costs.

Storage 147

Storage AWS Backup Policies 147