AWS Machine Learning - AI

MARCH 7, 2025

An AWS Batch job reads these documents, chunks them into smaller slices, then creates embeddings of the text chunks using the Amazon Titan Text Embeddings model through Amazon Bedrock and stores them in an Amazon OpenSearch Service vector database. Verisk also has a legal review for IP protection and compliance within their contracts.

Generative AI 73

Generative AI Technical Review Insurance Policies 73

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

AWS Machine Learning - AI

NOVEMBER 7, 2024

The solution presented in this post takes approximately 15–30 minutes to deploy and consists of the following key components: Amazon OpenSearch Service Serverless maintains three indexes : the inventory index, the compatible parts index, and the owner manuals index.

Lambda 122

Lambda Enterprise Automotive Knowledge Base 122

Xebia

JANUARY 17, 2024

Rotating secrets is a critical element to your security posture that, when done manually, is often overlooked due to it being a more and more tedious and complex process as the company and secrets grow. For this article I will be using the example of rotating the keys for an AWS IAM service account, and updating them in a GitLab.

Serverless 130

Serverless Technical Review Software Review AWS 130

AWS Machine Learning - AI

JANUARY 22, 2025

Security teams in highly regulated industries like financial services often employ Privileged Access Management (PAM) systems to secure, manage, and monitor the use of privileged access across their critical IT infrastructure. However, the capturing of keystrokes into a log is not always an option.

Generative AI 103

Generative AI Video Analysis Technical Review 103

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 105

Generative AI Video Engineering Artificial Inteligence 105

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. Performance – Provides high efficiency and speed in email responses to sustain customer satisfaction.

Knowledge Base 92

Knowledge Base Generative AI Technical Review Lambda 92

Martin Fowler

MARCH 5, 2019

In my recent client engagement, I foresaw that serverless architecture was a perfect fit. The idea of adopting serverless architecture, though, didn’t fly to our client well due to the fear of vendor lock-in. You will need to choose a distributed messaging system in the architecture. generic cloud usage.

Technical Review 41

Technical Review Serverless Systems Review Retail 41

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’ll study the advantages and limitations associated with this technique.

AWS 147

AWS Network Load Balancer Software Review 147

AWS Machine Learning - AI

FEBRUARY 11, 2025

Amazon Q Business , a new generative AI-powered assistant, can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in an enterprises systems. Then we introduce the solution deployment using three AWS CloudFormation templates.

Knowledge Base 84

Knowledge Base Lambda Enterprise AWS 84

Datavail

AUGUST 4, 2021

As an AWS Advanced Consulting Partner , Datavail has helped countless companies move their analytics tools to Amazon Web Services. Below, we’ll go over the benefits of migrating to AWS cloud analytics, as well as some tips and tricks we can share from our AWS cloud migrations. The Benefits of Analytics on AWS Cloud.

AWS 98

AWS Technical Review Analytics Development Team Review 98

CIO

JANUARY 16, 2023

Kirkland, a founding member of SustainabilityIT.org, an organization to drive global sustainability through technology leadership, says Choice was the first hospitality company to make a strategic commitment to developing a cloud-native and sustainable platform on AWS. It also helped reduce energy consumption and costs.

Hotels 217

Hotels Sustainability Cloud Data Center 217

AWS Machine Learning - AI

AUGUST 5, 2024

Retrieval Augmented Generation (RAG) is a state-of-the-art approach to building question answering systems that combines the strengths of retrieval and foundation models (FMs). An end-to-end RAG solution involves several components, including a knowledge base, a retrieval system, and a generation system. Choose Next.

Knowledge Base 120

Knowledge Base AWS Generative AI Artificial Inteligence 120

Xebia

JANUARY 15, 2024

I have noticed the same behavior with serverless. 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. Thanks Tensor Programming for the inspiration.

Lambda 130

Lambda AWS Software Review Serverless 130

Palo Alto Networks

OCTOBER 22, 2024

{{interview_audio_title}} 00:00 00:00 Volume Slider 10s 10s 10s 10s Seek Slider The genesis of cloud computing can be traced back to the 1960s concept of utility computing, but it came into its own with the launch of Amazon Web Services (AWS) in 2006. As a result, another crucial misconception revolves around the shared responsibility model.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

AWS Machine Learning - AI

APRIL 3, 2024

Search engines and recommendation systems powered by generative AI can improve the product search experience exponentially by understanding natural language queries and returning more accurate results. We use Amazon OpenSearch Serverless as a vector database for storing embeddings generated by the Amazon Titan Multimodal Embeddings model.

Serverless 119

Serverless Artificial Inteligence Engineering Generative AI 119

Apiumhub

SEPTEMBER 10, 2023

This is the introductory post in a two-part series, exploring the world of Serverless and Edge Runtime. The main focus of this post will be Serverless, while the second one will focus on an alternative, newer approach in the form of Edge Computing. Scalability Of course, going serverless is not only for small projects.

Serverless 101

Serverless .Net Architecture AWS 101

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

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

Confluent

FEBRUARY 27, 2019

With serverless being all the rage, it brings with it a tidal change of innovation. 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., I will resist ;).

Serverless 109

Serverless Lambda AWS Systems Review 109

TechCrunch

JULY 13, 2022

DeltaStream provides a serverless streaming database to manage, secure and process data streams. “Serverless” refers to the way DeltaStream abstracts away infrastructure, allowing developers to interact with databases without having to think about servers. . ” Time will tell.

Serverless 179

Serverless Systems Review Storage Technical Review 179

AWS Machine Learning - AI

MAY 17, 2024

This involves building a human-in-the-loop process where humans play an active role in decision making alongside the AI system. Example overview To illustrate this example, consider a retail company that allows purchasers to post product reviews on their website. For most reviews, the system auto-generates a reply using an LLM.

Generative AI 131

Generative AI Artificial Inteligence Systems Review Software Review 131

CIO

MAY 8, 2024

This helps reduce the points of failure due to human intervention. This is crucial for extracting insights from text-based data sources like social media feeds, customer reviews, and emails. Serverless data integration The rise of serverless computing has also transformed the data integration landscape. billion by 2025.

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

Apiumhub

DECEMBER 9, 2024

Azure Synapse Analytics is Microsofts end-to-give-up information analytics platform that combines massive statistics and facts warehousing abilities, permitting advanced records processing, visualization, and system mastering. We may also review security advantages, key use instances, and high-quality practices to comply with.

Azure 89

Azure Analytics Storage Artificial Inteligence 89

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 80

Generative AI Organization Enterprise Artificial Inteligence 80

Kaseya

MAY 13, 2021

In this blog, we’ll compare the three leading public cloud providers, namely Amazon Web Services (AWS), Microsoft Azure and Google Cloud. Amazon Web Services (AWS) Overview. A subsidiary of Amazon, AWS was launched in 2006 and offers on-demand cloud computing services on a metered, pay-as-you-go basis. Greater Security.

Google Cloud 122

Google Cloud Azure AWS Cloud 122

AWS Machine Learning - AI

MARCH 3, 2025

You can review the Mistral published benchmarks Prerequisites To try out Pixtral 12B in Amazon Bedrock Marketplace, you will need the following prerequisites: An AWS account that will contain all your AWS resources. The results of the search include both serverless models and models available in Amazon Bedrock Marketplace.

Insurance 82

Insurance AWS eCommerce Software Review 82

AWS Machine Learning - AI

JANUARY 22, 2025

Users can review different types of events such as security, connectivity, system, and management, each categorized by specific criteria like threat protection, LAN monitoring, and firmware updates. Validate the JSON schema on the response. Translate it to a GraphQL API request.

Network 104

Network Artificial Inteligence Machine Learning Serverless 104

AWS Machine Learning - AI

NOVEMBER 22, 2023

RAG is a framework for improving the quality of text generation by combining an LLM with an information retrieval (IR) system. The LLM generated text, and the IR system retrieves relevant information from a knowledge base. An OpenSearch Serverless collection. A SageMaker execution role with access to OpenSearch Serverless.

Artificial Inteligence 113

Artificial Inteligence Serverless Engineering Machine Learning 113

Altexsoft

MAY 20, 2020

How an IoT system works. Electronic sensors capture signals from the physical world, convert them into digital form, and feed to the IoT system. Actuators receive signals from the IoT system and translate them into physical actions manipulating equipment. AWS IoT Platform: the best place to build smart cities.

IoT 141

IoT Azure AWS Transportation 141

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. The skills needed to properly integrate, customize, and validate FMs within existing systems and data are in short supply.

Generative AI 124

Generative AI AWS Applications Artificial Inteligence 124

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. Embeddings were generated using Amazon Titan.

AWS 123

AWS Lambda Performance Artificial Inteligence 123

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 model, the system prompt, maximum tokens, and the transcribed speech text as inputs to the API.

Generative AI 119

Generative AI Virtualization Technical Advisors AWS 119

O'Reilly Media - Ideas

JANUARY 22, 2019

From artificial intelligence to serverless to Kubernetes, here’s what on our radar. If your job or business relies on systems engineering and operations, be sure to keep an eye on the following trends in the months ahead. Knative vs. AWS Lambda vs. Microsoft Azure Functions vs. Google Cloud. Cloud-native infrastructure.

Systems Review 99

Systems Review Trends Engineering System 99

AWS Machine Learning - AI

MAY 14, 2024

In this post, we introduce a solution for integrating a “near-real-time human workflow” where humans are prompted by the generative AI system to take action when a situation or issue arises. We present the solution and provide an example by simulating a case where the tier one AWS experts are notified to help customers using a chat-bot.

Generative AI 109

Generative AI Artificial Inteligence AWS Applications 109

Altexsoft

DECEMBER 28, 2018

According to the RightScale 2018 State of the Cloud report, serverless architecture penetration rate increased to 75 percent. Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions. But that wasn’t enough.

Serverless 68

Serverless Azure AWS Architecture 68

Tamnoon

MARCH 17, 2025

Serverless architecture accelerates development and reduces infrastructure management, but it also introduces security blind spots that traditional tools often fail to detect. AWS Lambda, API Gateway, and DynamoDB have revolutionized application development, eliminating infrastructure concerns and creating new security challenges.

Serverless 52

Serverless AWS Lambda How To 52