AWS Machine Learning - AI

DECEMBER 4, 2024

They have structured data such as sales transactions and revenue metrics stored in databases, alongside unstructured data such as customer reviews and marketing reports collected from various channels. The following diagram illustrates the conceptual architecture of an AI assistant with Amazon Bedrock IDE.

Generative AI 94

Generative AI Applications Technical Review Software Review 94

Xebia

AUGUST 17, 2023

Leveraging Serverless and Generative AI for Image Captioning on GCP In today’s age of abundant data, especially visual data, it’s imperative to understand and categorize images efficiently. TL;DR We’ve built an automated, serverless system on Google Cloud Platform where: Users upload images to a Google Cloud Storage Bucket.

Serverless 130

Serverless Generative AI Google Cloud Technical Review 130

AWS Machine Learning - AI

APRIL 9, 2025

For example, consider a text summarization AI assistant intended for academic research and literature review. For instance, consider a customer service AI assistant that handles three types of tasks: technical support, billing support, and pre-sale support. Such queries could be effectively handled by a simple, lower-cost model.

Artificial Inteligence 108

Artificial Inteligence Generative AI AWS Applications 108

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. The following diagram provides a detailed view of the architecture to enhance email support using generative AI.

Knowledge Base 85

Knowledge Base Generative AI Technical Review Lambda 85

AWS Machine Learning - AI

NOVEMBER 6, 2024

However, Cloud Center of Excellence (CCoE) teams often can be perceived as bottlenecks to organizational transformation due to limited resources and overwhelming demand for their support. Manually reviewing each request across multiple business units wasn’t sustainable. Steven has been AWS Professionally certified for over 8 years.

Generative AI 92

Generative AI Government Technical Review Innovation 92

CIO

MAY 8, 2024

Of late, innovative data integration tools are revolutionising how organisations approach data management, unlocking new opportunities for growth, efficiency, and strategic decision-making by leveraging technical advancements in Artificial Intelligence, Machine Learning, and Natural Language Processing. billion by 2025.

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

AWS Machine Learning - AI

JANUARY 22, 2025

Keystroke logging produces a dataset that can be programmatically parsed, making it possible to review the activity in these sessions for anomalies, quickly and at scale. Video recordings cant be easily parsed like log files, requiring security team members to playback the recordings to review the actions performed in them.

Generative AI 97

Generative AI Video Analysis Technical Review 97

AWS Machine Learning - AI

NOVEMBER 22, 2024

Reduced time and effort in testing and deploying AI workflows with SDK APIs and serverless infrastructure. Thomson Reuters transforms the way professionals work by delivering innovative tech and GenAI powered by trusted expertise and industry-leading insights. “The After running your flow, choose Show trace to analyze the interaction.

Generative AI 100

Generative AI Artificial Inteligence Knowledge Base AWS 100

AWS Machine Learning - AI

NOVEMBER 6, 2024

The solution we explore consists of two main components: a Python application for the UI and an AWS deployment architecture for hosting and serving the application securely. The AWS deployment architecture makes sure the Python application is hosted and accessible from the internet to authenticated users. See the README.md

Generative AI 108

Generative AI AWS Artificial Inteligence Applications 108

TechCrunch

OCTOBER 4, 2021

IaC can be used for any type of cloud workload or architecture, but it is a necessity for anyone building on the modern cloud. This is especially true for modern cloud architectures such as serverless applications, containerized applications running Kubernetes, AI/ML and more. The concerns of the past are now obsolete.

Software Review 247

Software Review Infrastructure DevOps Data Center 247

Netlify

JULY 19, 2021

The Jamstack ecosystem is brimming with serverless data layer options. Let’s review some key components of Jamstack architecture. Allow the browser to access or process data at runtime using APIs — this could be client-side calls, serverless functions, your own backend, or a third-party service.

Technical Review 136

Technical Review Serverless Enterprise Software Review 136

AWS Machine Learning - AI

DECEMBER 11, 2024

In the same spirit of using generative AI to equip our sales teams to most effectively meet customer needs, this post reviews how weve delivered an internally-facing conversational sales assistant using Amazon Q Business. Not only that, but our sales teams devise action plans that they otherwise might have missed without AI assistance.

AWS 85

AWS Generative AI Technical Review Artificial Inteligence 85

Palo Alto Networks

OCTOBER 22, 2024

However, with the rapid adoption of cloud technologies comes an equally swift evolution of cybersecurity threats. Emerging Cloud-Native Threats Cloud-native environments, such as those using Docker and Kubernetes, are particularly attractive to attackers due to their complexity and potential for automation.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

Confluent

FEBRUARY 27, 2019

With serverless being all the rage, it brings with it a tidal change of innovation. or invest in a vendor-agnostic layer like the serverless framework ? or invest in a vendor-agnostic layer like the serverless framework ? What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless?

Serverless 109

Serverless Lambda AWS Systems Review 109

Xebia

MAY 21, 2024

For customers to take advantage of this, meet the demands of modern technology, and maintain a competitive edge in the market, the need to modernize IT infrastructure and applications is paramount. This, of course, takes into consideration the organization’s strategy, business and technical goals, security, and compliance requirements.

AWS 130

AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

NOVEMBER 7, 2024

API Gateway is serverless and hence automatically scales with traffic. The advantage of using Application Load Balancer is that it can seamlessly route the request to virtually any managed, serverless or self-hosted component and can also scale well. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 99

Generative AI AWS Enterprise Artificial Inteligence 99

AWS Machine Learning - AI

FEBRUARY 11, 2025

In this new era of emerging AI technologies, we have the opportunity to build AI-powered assistants tailored to specific business requirements. Solution overview The following architecture diagram represents the high-level design of a solution proven effective in production environments for AWS Support Engineering.

Knowledge Base 80

Knowledge Base Lambda Enterprise AWS 80

AWS Machine Learning - AI

MARCH 20, 2025

Generative AI-powered agents for automated workflows Amazon Bedrock in SageMaker Unified Studio allows you to create and deploy generative AI agents that integrate with organizational applications, databases, and third-party systems, enabling natural language interactions across the entire technology stack. List recent customer interactions.

Generative AI 94

Generative AI Systems Review System Lambda 94

AWS Machine Learning - AI

JUNE 5, 2024

The accuracy of Skyflow’s technical content is paramount to earning and keeping customer trust. Although new features were released every other week, documentation for the features took an average of 3 weeks to complete, including drafting, review, and publication. The following diagram illustrates their content creation workflow.

Technical Review 106

Technical Review Artificial Inteligence Generative AI Systems Review 106

CIO

JANUARY 10, 2024

Refactor your applications to take advantage of web services or serverless capabilities, and re-architect your infrastructure to optimize resource usage,” he says. We also use Microsoft Power BI, a customer experience platform to survey customers, and we review support tickets to determine where any problems may lie,” he says. “We

Cloud 187

Cloud Technical Review Fractional CTO CTO Coach 187

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.

Serverless 68

Serverless Azure AWS Architecture 68

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. The following diagram shows our solution architecture.

Generative AI 113

Generative AI Virtualization Technical Advisors AWS 113

Datavail

AUGUST 4, 2021

The AWS Auto Scaling feature lets you define rules to automatically adjust your capacity, so the system never goes down due to heavy demand. Before executing any cloud migration, organizations need to perform due diligence and develop a clear strategy. Refactoring applications by changing their architecture for the cloud.

AWS 98

AWS Technical Review Analytics Development Team Review 98

AWS Machine Learning - AI

APRIL 3, 2024

In this post, we show how to build a contextual text and image search engine for product recommendations using the Amazon Titan Multimodal Embeddings model , available in Amazon Bedrock , with Amazon OpenSearch Serverless. The following diagram illustrates the solution architecture. Review and prepare the dataset.

Serverless 112

Serverless Artificial Inteligence Engineering Generative AI 112

CIO

JULY 26, 2022

The PGA of America is building a world-class resort with multiple golf courses and retail shops near Dallas, due to be complete next year. Many of these next-generation projects are on track due to the organization’s decision to go all-in to the public cloud well before the pandemic hit. It’s a sweet deal for them.”.

CTO Coach 147

CTO Coach Technical Review Cloud Nonprofit 147

CIO

NOVEMBER 29, 2023

The cost of migrating is simply too high, says Sid Nag, VP of cloud services and technology at Gartner. that make migration to another platform difficult due to the complexity of recreating all of that on a new platform. Architectural lock-in is when the application relies on multiple managed services from the cloud provider.

Cloud 187

Cloud Technical Review Software Review Systems Review 187

AWS Machine Learning - AI

MAY 17, 2024

In this blog post, you will learn about prompt chaining, how to break a complex task into multiple tasks to use prompt chaining with an LLM in a specific order, and how to involve a human to review the response generated by the LLM. For most reviews, the system auto-generates a reply using an LLM.

Generative AI 125

Generative AI Artificial Inteligence Systems Review Software Review 125

Stackery

DECEMBER 23, 2019

Serverless can bring opportunities by making DevOps more accessible to folks new to the industry. But many technologists, seasoned or otherwise, hear a lot about serverless but don’t always know how to get started. I began my adult career as a music teacher and then transitioned to tech support. How I started.

Serverless 12

Serverless Software Review Technical Review Lambda 12

Mobilunity

APRIL 7, 2025

From web and mobile apps to enterprise software and cloud-based solutions, Java technologies power over 3 billion devices globally remaining a top choice for businesses seeking reliable, secure, and cost-efficient development. for tech and media. across all industries and 12.9%

UI/UX 40

UI/UX Technical Review Development Software Review 40

AWS Machine Learning - AI

MAY 30, 2024

Alternatively, open-source technologies like Langchain can be used to orchestrate the end-to-end flow. In this blog, we walkthrough the architectural components, evaluation criteria for the components selected by Vitech and the process flow of user interaction within VitechIQ. The following diagram shows the solution architecture.

Artificial Inteligence 115

Artificial Inteligence Technical Review Development Team Review Software Review 115

James Shore

MAY 31, 2021

To share your thoughts, join the AoAD2 open review mailing list. Evolutionary System Architecture. What about your system architecture? By system architecture, I mean all the components that make up your deployed system. When you do, you get evolutionary system architecture. Programmers, Operations. They serve 1.3

System Architecture 94

System Architecture Architecture Systems Review System 94

O'Reilly Media - Ideas

MAY 21, 2019

Consider deep learning, a specific form of machine learning that resurfaced in 2011/2012 due to record-setting models in speech and computer vision. In our recent survey, we found a majority are already using a public cloud for portions of their data infrastructure, and more than a third have been using serverless. Source: O'Reilly.

Artificial Inteligence 111

Artificial Inteligence Machine Learning Technical Review Company 111

Accenture

APRIL 10, 2019

Microservices architecture has become popular over the last several years. Or, when you can, avoid it altogether and go serverless! To achieve high quality, exercise “technical excellence” when developing software: unit testing, TDD, BDD, etc. Recently, however, there has been a noticeable backlash against microservices.

Microservices 81

Microservices Technical Review Software Review Systems Review 81

Dzone - DevOps

OCTOBER 10, 2023

Serverless architecture is becoming increasingly popular for fintech developers and CTOs looking to simplify their tech stack. The technology offers many benefits, including reduced server management complexity and lower costs due to its pay-as-you-go model. But how exactly do you implement serverless technology?

Serverless 40

Serverless Architecture Technical Review How To 40

AWS Machine Learning - AI

MAY 31, 2024

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using the Amazon Web Services (AWS) tools without having to manage infrastructure. The following diagram depicts a high-level RAG architecture.

Knowledge Base 119

Knowledge Base Artificial Inteligence AWS Serverless 119

AWS Machine Learning - AI

MAY 9, 2024

Verisk (Nasdaq: VRSK) is a leading data analytics and technology partner for the global insurance industry. Verisk’s FAST platform is a leader in the life insurance and retirement sector, providing enhanced efficiency and flexible, easily upgradable architecture.

Generative AI 124

Generative AI Artificial Inteligence Technical Review Development Team Review 124

AWS Machine Learning - AI

MARCH 20, 2025

Our partnership with AWS and our commitment to be early adopters of innovative technologies like Amazon Bedrock underscore our dedication to making advanced HCM technology accessible for businesses of any size. Together, we are poised to transform the landscape of AI-driven technology and create unprecedented value for our clients.

Generative AI 69

Generative AI Artificial Inteligence Metrics AWS 69