Xebia

JANUARY 18, 2024

Deploy Secure Public Web Endpoints Welcome to Building Resilient Public Networking on AWS—our comprehensive blog series on advanced networking strategies tailored for regional evacuation, failover, and robust disaster recovery. We laid the groundwork for understanding the essentials that underpin the forthcoming discussions.

AWS 147

AWS Network Load Balancer Software Review 147

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.

Generative AI 92

Generative AI AWS Technical Review Backup 92

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 140

AWS Lambda Generative AI Report 140

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

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

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 126

AWS Lambda Performance Artificial Inteligence 126

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. API Gateway also provides a WebSocket API.

Generative AI 110

Generative AI AWS Artificial Inteligence Enterprise 110

AWS Machine Learning - AI

MARCH 14, 2024

Generative AI with AWS The emergence of FMs is creating both opportunities and challenges for organizations looking to use these technologies. You can use AWS PrivateLink with Amazon Bedrock to establish private connectivity between your FMs and your VPC without exposing your traffic to the internet. This supports safer adoption.

Generative AI 131

Generative AI AWS Applications Artificial Inteligence 131

Kaseya

MAY 13, 2021

The public cloud infrastructure is heavily based on virtualization technologies to provide efficient, scalable computing power and storage. Cloud adoption also provides businesses with flexibility and scalability by not restricting them to the physical limitations of on-premises servers. Amazon Web Services (AWS) Overview.

Google Cloud 122

Google Cloud Azure AWS Cloud 122

AWS Machine Learning - AI

NOVEMBER 26, 2024

there is an increasing need for scalable, reliable, and cost-effective solutions to deploy and serve these models. AWS Trainium and AWS Inferentia based instances, combined with Amazon Elastic Kubernetes Service (Amazon EKS), provide a performant and low cost framework to run LLMs efficiently in a containerized environment.

AWS 101

AWS Load Balancer Software Review Artificial Inteligence 101

AWS Machine Learning - AI

JANUARY 24, 2024

We demonstrate how to build an end-to-end RAG application using Cohere’s language models through Amazon Bedrock and a Weaviate vector database on AWS Marketplace. Additionally, you can securely integrate and easily deploy your generative AI applications using the AWS tools you are already familiar with.

Generative AI 143

Generative AI AWS Artificial Inteligence Enterprise 143

Dzone - DevOps

JULY 4, 2023

The big giants that hold the market share in the cloud market are AWS, Google Cloud Platform, and MS Azure & among others. Cloud computing refers to the flexible and scalable delivery of IT services over the Internet, accompanied by a pay-as-you-go pricing model. billion with a projected CAGR of 17.43

AWS 97

AWS Google Cloud Azure Scalability 97

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 127

Generative AI AWS Lambda Technical Review 127

The Agile Monkey

DECEMBER 22, 2022

However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. In short, Booster is a Low-Code TypeScript framework that allows you to quickly and easily create a backend application in the cloud that is highly efficient, scalable, and reliable. WTF is Booster?

Scalability 98

Scalability AWS Authentication Open Source 98

AWS Machine Learning - AI

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. It will be able to answer questions, generate content, and facilitate bidirectional interactions, all while continuously using internal AWS and external data to deliver timely, personalized insights.

Generative AI 124

Generative AI AWS Artificial Inteligence Technical Review 124

AWS Machine Learning - AI

DECEMBER 23, 2024

Lettria , an AWS Partner, demonstrated that integrating graph-based structures into RAG workflows improves answer precision by up to 35% compared to vector-only retrieval methods. In this post, we explore why GraphRAG is more comprehensive and explainable than vector RAG alone, and how you can use this approach using AWS services and Lettria.

Generative AI 127

Generative AI Artificial Inteligence AWS Knowledge Base 127

AWS Machine Learning - AI

SEPTEMBER 26, 2024

To accelerate iteration and innovation in this field, sufficient computing resources and a scalable platform are essential. Temporal consistency refers to the continuity of visual elements, such as objects, characters, and scenes, across subsequent frames. accelerate launch train_stage_1.py py --config configs/train/stage1.yaml

Case Study 116

Case Study Video Training Scalability 116

AWS Machine Learning - AI

DECEMBER 11, 2024

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. Field Advisor serves four primary use cases: AWS-specific knowledge search With Amazon Q Business, weve made internal data sources as well as public AWS content available in Field Advisors index.

AWS 102

AWS Generative AI Technical Review Artificial Inteligence 102

AWS Machine Learning - AI

AUGUST 13, 2024

Handling large volumes of data, extracting unstructured data from multiple paper forms or images, and comparing it with the standard or reference forms can be a long and arduous process, prone to errors and inefficiencies. The SQS message invokes an AWS Lambda The Lambda function is responsible for processing the new form data.

Healthcare 128

Healthcare Artificial Inteligence Analysis Lambda 128

TechCrunch

APRIL 14, 2021

Jeff Bezos’ investment fund is backing a startup hoping to be the AWS for SMB accounting. While I don’t know for sure, I can only presume that what is being referred to is ScaleFactor’s $60 million Series C raise in August 2019 that was led by Coatue Management. So here we go. ScaleFactor crashed and burned last year.).

Course 248

Course SMB Fintech AWS 248

AWS Machine Learning - AI

JANUARY 9, 2025

The loan handler AWS Lambda function uses the information in the KYC documents to check the credit score and internal risk score. Prerequisites This project is built using the AWS Cloud Development Kit (AWS CDK). For reference, the following versions of node and AWS CDK are used: js: v20.16.0 AWS CDK : 2.143.0

AWS 114

AWS Knowledge Base Generative AI Lambda 114

Tenable

NOVEMBER 4, 2023

Unpatched Apache Airflow instances used in Amazon Web Services (AWS) and Google Cloud Platform (GCP) allow an exploitable stored XSS through the task instance details page. However, the managed services provided by AWS and GCP were utilizing an outdated, unpatched version. We thank AWS and GCP for their cooperation and quick response.

Authentication 122

Authentication AWS Azure Google Cloud 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 137

Generative AI Lambda AWS Artificial Inteligence 137

AWS Machine Learning - AI

NOVEMBER 14, 2024

Large Medium – This refers to the material or technique used in creating the artwork. This might involve incorporating additional data such as reference images or rough sketches as conditioning inputs alongside your text prompts. You can provide extensive details, such as the gender of a character, their clothing, and the setting.

Engineering 112

Engineering AWS 3D Generative AI 112

AWS Machine Learning - AI

AUGUST 28, 2024

This post demonstrates how to seamlessly automate the deployment of an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and the AWS Cloud Development Kit (AWS CDK), enabling organizations to quickly set up a powerful question answering system. The AWS CDK already set up. txt,md,html,doc/docx,csv,xls/.xlsx,pdf).

Knowledge Base 91

Knowledge Base AWS Generative AI Artificial Inteligence 91

AWS Machine Learning - AI

NOVEMBER 6, 2024

This solution can serve as a valuable reference for other organizations looking to scale their cloud governance and enable their CCoE teams to drive greater impact. The challenge: Enabling self-service cloud governance at scale Hearst undertook a comprehensive governance transformation for their Amazon Web Services (AWS) infrastructure.

Generative AI 108

Generative AI Government Technical Review Innovation 108

Datavail

APRIL 21, 2020

Amazon introduced their AWS cloud services and they’ve been the market leader ever since. If you want to go with the strongest competitor in the market, AWS is the logical choice. The truth is that AWS has hundreds of engineers working every day to maintain an extremely high level of security. Supporting your business strategy.

AWS 98

AWS Cloud Software Review Systems Review 98

AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. The following figure illustrates the high-level design of the solution.

Generative AI 120

Generative AI Lambda Applications AWS 120

AWS Machine Learning - AI

SEPTEMBER 3, 2024

Scalability and performance – The EMR Serverless integration automatically scales the compute resources up or down based on your workload’s demands, making sure you always have the necessary processing power to handle your big data tasks. By unlocking the potential of your data, this powerful integration drives tangible business results.

Serverless 113

Serverless AWS Artificial Inteligence Big Data 113

AWS Machine Learning - AI

FEBRUARY 9, 2024

Because Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. You can deploy the solution in your own account using the AWS CDK.

Lambda 144

Lambda Generative AI AWS Microservices 144

Datavail

JULY 21, 2020

AWS supports PostgreSQL versions 9.4 Many organizations are migrating to PostgreSQL RDS or Aurora in order to take advantage of availability, scalability, performance, etc. Security and Compliance is a shared responsibility between AWS and the customer: AWS is responsible for security “OF” the cloud. through 11 on Aurora.

AWS 98

AWS Database Administration Authentication Groups 98

Netflix Tech

MARCH 10, 2021

ConsoleMe: A Central Control Plane for AWS Permissions and Access By Curtis Castrapel , Patrick Sanders , and Hee Won Kim At AWS re:Invent 2020, we open sourced two new tools for managing multi-account AWS permissions and access. If you missed the talk, check it out here. This happened for us at Netflix. What is ConsoleMe?

AWS 102

AWS Policies Resources Software Review 102

AWS Machine Learning - AI

OCTOBER 15, 2024

In the following sections, we walk you through constructing a scalable, serverless, end-to-end Public Speaking Mentor AI Assistant with Amazon Bedrock, Amazon Transcribe , and AWS Step Functions using provided sample code. Sonnet on Amazon Bedrock in your desired AWS Region. Sonnet on Amazon Bedrock in your desired AWS Region.

Generative AI 120

Generative AI Virtualization Technical Advisors AWS 120

AWS Machine Learning - AI

JANUARY 7, 2025

To address this need, AWS generative AI best practices framework was launched within AWS Audit Manager , enabling auditing and monitoring of generative AI applications. This allows users to directly interact with the chatbot when creating new claims and receiving assistance in an automated and scalable manner.

Insurance 108

Insurance AWS Generative AI Artificial Inteligence 108

TechCrunch

NOVEMBER 16, 2022

Today, Akeyless is thriving, Angel tells me — despite fierce competition from incumbents like Hashicorp Vault, AWS Secrets Manager and Google Cloud’s Secret Manager. In software development, “secrets” refer to credentials like passwords and access tokens. Image Credits: Akeyless.

Company 217

Company Disaster Recovery Google Cloud Fintech 217

AWS Machine Learning - AI

JANUARY 29, 2025

Large organizations often have many business units with multiple lines of business (LOBs), with a central governing entity, and typically use AWS Organizations with an Amazon Web Services (AWS) multi-account strategy. LOBs have autonomy over their AI workflows, models, and data within their respective AWS accounts.

Generative AI 88

Generative AI Organization Enterprise Artificial Inteligence 88

AWS Machine Learning - AI

SEPTEMBER 6, 2024

In this post, we illustrate how Vidmob , a creative data company, worked with the AWS Generative AI Innovation Center (GenAIIC) team to uncover meaningful insights at scale within creative data using Amazon Bedrock. The chatbot built by AWS GenAIIC would take in this tag data and retrieve insights.

Generative AI 119

Generative AI Artificial Inteligence Data AWS 119