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 91

Generative AI Government Technical Review Innovation 91

AWS Machine Learning - AI

NOVEMBER 22, 2024

Since 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.

Generative AI 73

Generative AI AWS Technical Review Backup 73

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. Its sales analysts face a daily challenge: they need to make data-driven decisions but are overwhelmed by the volume of available information.

Generative AI 93

Generative AI Applications Technical Review Software Review 93

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

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.

Serverless 179

Serverless Systems Review Storage Technical Review 179

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.

Knowledge Base 84

Knowledge Base Generative AI Technical Review Lambda 84

AWS Machine Learning - AI

NOVEMBER 7, 2024

Access to car manuals and technical documentation helps the agent provide additional context for curated guidance, enhancing the quality of customer interactions. The workflow includes the following steps: Documents (owner manuals) are uploaded to an Amazon Simple Storage Service (Amazon S3) bucket. Assist with partial information.

Lambda 114

Lambda Enterprise Automotive Knowledge Base 114

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 96

Generative AI Video Analysis Technical Review 96

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 84

AWS Generative AI Technical Review Artificial Inteligence 84

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

CIO

JANUARY 10, 2024

No IT organization wants to get caught short on processing or storage resources that could negatively affect operations, or have to suddenly add resources that exceed the budget. Refactor your applications to take advantage of web services or serverless capabilities, and re-architect your infrastructure to optimize resource usage,” he says.

Cloud 187

Cloud Technical Review CTO Coach Fractional CTO 187

CIO

NOVEMBER 2, 2023

To be sure, enterprise cloud budgets continue to increase, with IT decision-makers reporting that 31% of their overall technology budget will go toward cloud computing and two-thirds expecting their cloud budget to increase in the next 12 months, according to the Foundry Cloud Computing Study 2023. 1 barrier to moving forward in the cloud.

Strategy 211

Strategy Cloud Data Center Budget 211

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. For example, if your dataset includes product descriptions, customer reviews, and technical specifications, you can use relevance tuning to boost the importance of certain fields.

Knowledge Base 79

Knowledge Base Lambda Enterprise AWS 79

O'Reilly Media - Ideas

APRIL 13, 2023

Imagine application storage and compute as unstoppable as blockchain, but faster and cheaper than the cloud.) Each shift presented new challenges and opportunities, shaping the way we interact with technology. TLDR: Cloudless apps use protocols instead of centralized services, making them easily portable.

Technical Review 145

Technical Review Authentication Storage Serverless 145

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. Review and prepare the dataset. Store embeddings into the Amazon OpenSearch Serverless as the search engine.

Serverless 111

Serverless Artificial Inteligence Engineering Generative AI 111

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. Uploading audio files alone can optimize storage costs.

Generative AI 112

Generative AI Virtualization Technical Advisors AWS 112

Stackery

MARCH 1, 2020

Last week, I joined an awesome lineup of speakers and serverless users in Tennessee for the inaugural ServerlessDays Nashville conference. Whether you help architect serverless applications at work or you’re just getting started in the community, chances are you’ve caught wind of a ServerlessDays event. This is what I shared.

Serverless 59

Serverless Technical Review Software Review AWS 59

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 68

Generative AI Artificial Inteligence Metrics AWS 68

Codegiant

OCTOBER 31, 2024

is revolutionizing the venture capital landscape with its AI-driven technology platform that enhances the due diligence process for investment decision-making. Their focus was on creating a robust tech stack that would ensure scalability, maintainability, and performance.

Development Team Review 75

Development Team Review Technical Review Minimum Viable Product Scalability 75

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 98

Generative AI AWS Enterprise Artificial Inteligence 98

AWS Machine Learning - AI

APRIL 9, 2025

Its essential for admins to periodically review these metrics to understand how users are engaging with Amazon Q Business and identify potential areas of improvement. These logs can be delivered to multiple destinations, such as CloudWatch, Amazon Simple Storage Service (Amazon S3), or Amazon Data Firehose.

Weak Development Team 66

Weak Development Team Metrics AWS Systems Review 66

AWS Machine Learning - AI

NOVEMBER 22, 2023

We also use Vector Engine for Amazon OpenSearch Serverless (currently in preview) as the vector data store to store embeddings. LLM processing – With the enriched context, the prompt is fed to the LLM, which, due to the inclusion of pertinent external data, produces relevant and precise outputs. An OpenSearch Serverless collection.

Artificial Inteligence 104

Artificial Inteligence Serverless Engineering Machine Learning 104

AWS Machine Learning - AI

MAY 30, 2024

Alternatively, open-source technologies like Langchain can be used to orchestrate the end-to-end flow. Technical components and evaluation criteria In this section, we discuss the key technical components and evaluation criteria for the components involved in building the solution.

Artificial Inteligence 114

Artificial Inteligence Technical Review Development Team Review Software Review 114

AWS Machine Learning - AI

OCTOBER 1, 2024

At Amazon and AWS, we are always finding innovative ways to build inclusive technology. Chatbots are no longer a niche technology. We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. All the services that we use are serverless and fully managed by AWS.

Serverless 74

Serverless Artificial Inteligence AWS Software Review 74

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. One big reason: they’re often locked into their chosen provider’s ecosystem.

Cloud 187

Cloud Technical Review Software Review Systems Review 187

AWS Machine Learning - AI

JUNE 18, 2024

As of this writing, Ghana ranks as the 27th most polluted country in the world , facing significant challenges due to air pollution. The Sensor Evaluation and Training Centre for West Africa (Afri-SET) , aims to use technology to address these challenges. As always, AWS welcomes your feedback.

Generative AI 111

Generative AI Artificial Inteligence Technical Review AWS 111

Sunflower Lab

APRIL 13, 2023

Choosing the best tech stack is integral as it gives your development team tools that will be used from inception to deployment. Our experts at Sunflower Lab have compiled a list of the best tech stack 2023 so that you get the gist of which tech stack would best fit the bill. Contents What is a Tech Stack?

Technical Review 59

Technical Review Software Development Software Review Weak Development Team 59

Kaseya

MAY 13, 2021

As the name suggests, a cloud service provider is essentially a third-party company that offers a cloud-based platform for application, infrastructure or storage services. In a public cloud, all of the hardware, software, networking and storage infrastructure is owned and managed by the cloud service provider. What Is a Public Cloud?

Google Cloud 122

Google Cloud Azure AWS Cloud 122

AWS Machine Learning - AI

JULY 15, 2024

Today, Mixbook is the #1 rated photo book service in the US with 26 thousand five-star reviews. The raw photos are stored in Amazon Simple Storage Service (Amazon S3). Aurora MySQL serves as the primary relational data storage solution for tracking and recording media file upload sessions and their accompanying metadata.

Generative AI 109

Generative AI Artificial Inteligence AWS Technical Review 109

AWS Machine Learning - AI

JUNE 26, 2024

AI-powered assistants are advanced AI systems, powered by generative AI and large language models (LLMs), which use AI technologies to understand goals from natural language prompts, create plans and tasks, complete these tasks, and orchestrate the results from the tasks to reach the goal. The following diagram illustrates this workflow.

Artificial Inteligence 112

Artificial Inteligence Research Knowledge Base Applications 112

Confluent

SEPTEMBER 20, 2019

Contrary to popular belief, it is not just another messaging technology but rather a distributed streaming platform. A distributed streaming platform combines reliable and scalable messaging, storage, and processing capabilities into a single, unified platform that unlocks use cases other technologies individually can’t.

Software Review 21

Software Review Technical Review Storage Cloud 21

Altexsoft

JANUARY 14, 2021

From simple mechanisms for holding data like punch cards and paper tapes to real-time data processing systems like Hadoop, data storage systems have come a long way to become what they are now. With all the transformations in the sphere of cloud and information technologies, it may seem as if data warehousing has lost its relevance.

Backup 115

Backup Azure Software Review Architecture 115

Xebia

MAY 14, 2024

Let’s give a quick review of the use case for the other Azure Services before introducing Azure Container Apps. Azure Container Apps Components Azure Container Apps is composed of several key components that work together to provide a seamless and flexible serverless container hosting environment. Kubernetes Cluster).

Azure 130

Azure Microservices Serverless Software Review 130

AWS Machine Learning - AI

AUGUST 5, 2024

Prerequisites To implement the solution provided in this post, you should have the following: An active AWS account and familiarity with FMs, Amazon Bedrock, and OpenSearch Serverless. Review the stack details and select the acknowledgement check boxes. An S3 bucket where your documents are stored in a supported format (.txt,md,html,doc/docx,csv,xls/.xlsx,pdf).

Knowledge Base 113

Knowledge Base AWS Generative AI Artificial Inteligence 113

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. Review the summary page, select the Data source and choose Sync.

Knowledge Base 118

Knowledge Base Artificial Inteligence AWS Serverless 118

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. Where does serverless come from?

Serverless 68

Serverless Azure AWS Architecture 68

Apiumhub

FEBRUARY 4, 2021

Change is the only constant in the technology world, and that’s particularly true in the realm of DevOps trends. servers, networks, and storage devices whether on-premises or in the cloud—defined as a code. Code reviews for better validation of post-code commits will also join standard unit testing and human code reviews.

DevOps 124

DevOps Trends Software Review Fractional CTO 124