AWS Machine Learning - AI

MARCH 5, 2025

Review the source document excerpt provided in XML tags below - For each meaningful domain fact in the , extract an unambiguous question-answer-fact set in JSON format including a question and answer pair encapsulating the fact in the form of a short sentence, followed by a minimally expressed fact extracted from the answer.

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

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 106

Generative AI Applications Technical Review Software Review 106

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 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. Software updates and upgrades are a critical part of our service.

Generative AI 97

Generative AI AWS Technical Review Backup 97

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. After the response email is finalized by the AI agents, it’s sent to Amazon Simple Email Service (Amazon SES).

Knowledge Base 108

Knowledge Base Technical Review Generative AI AWS 108

AWS Machine Learning - AI

APRIL 30, 2025

FloQasts software (created by accountants, for accountants) brings AI and automation innovation into everyday accounting workflows. Consider this: when you sign in to a software system, a log is recorded to make sure theres an accurate record of activityessential for accountability and security.

Artificial Inteligence 67

Artificial Inteligence Technical Review Software Review Generative AI 67

AWS Machine Learning - AI

APRIL 23, 2025

Archival data in research institutions and national laboratories represents a vast repository of historical knowledge, yet much of it remains inaccessible due to factors like limited metadata and inconsistent labeling. Multiple specialized Amazon Simple Storage Service Buckets (Amazon S3 Bucket) store different types of outputs.

Artificial Inteligence 67

Artificial Inteligence Open Source AWS Serverless 67

AWS Machine Learning - AI

APRIL 9, 2025

For example, consider a text summarization AI assistant intended for academic research and literature review. Software-as-a-service (SaaS) applications with tenant tiering SaaS applications are often architected to provide different pricing and experiences to a spectrum of customer profiles, referred to as tiers.

Artificial Inteligence 128

Artificial Inteligence Generative AI AWS Applications 128

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. Review and approve these if you’re comfortable with the permissions.

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

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. Software Development Manager based in Seattle with over a decade of experience at AWS. Jonathan Garcia is a Sr.

AWS 107

AWS Generative AI Technical Review Artificial Inteligence 107

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. All the code for this post is available in the GitHub repo. Review and prepare the dataset.

Serverless 134

Serverless Artificial Inteligence Engineering Generative AI 134

Tenable

APRIL 1, 2025

Cloud Run is a fully managed service for running containerized applications in a scalable, serverless environment. It manages the infrastructure, scaling and execution environment, allowing you to run your application in a serverless manner without having to worry about the underlying systems.

Cloud 73

Cloud Google Cloud Serverless Software Review 73

AWS Machine Learning - AI

NOVEMBER 22, 2023

Advantages of using SageMaker JumpStart With SageMaker JumpStart, ML practitioners can choose from a broad selection of state-of-the-art models for use cases such as content writing, image generation, code generation, question answering, copywriting, summarization, classification, information retrieval, and more.

Artificial Inteligence 124

Artificial Inteligence Serverless Engineering Machine Learning 124

CIO

NOVEMBER 2, 2023

Awareness of FinOps practices and the maturity of software that can automate cloud optimization activities have helped enterprises get a better understanding of key cost drivers,” McCarthy says, referring to the practice of blending finance and cloud operations to optimize cloud spend. year over year in 2023, which is down from the 27.6%

Strategy 211

Strategy Cloud Data Center Budget 211

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

AWS Machine Learning - AI

NOVEMBER 7, 2024

In the first part of the series, we showed how AI administrators can build a generative AI software as a service (SaaS) gateway to provide access to foundation models (FMs) on Amazon Bedrock to different lines of business (LOBs). API Gateway is serverless and hence automatically scales with traffic.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

Tenable

JULY 24, 2024

Organizations that have used Google Cloud Platform’s Cloud Functions – a serverless execution environment – could be impacted by a privilege escalation vulnerability discovered by Tenable and dubbed as “ConfusedFunction.” Cloud Functions in GCP are event-triggered, serverless functions. What are Cloud Functions?

Cloud 142

Cloud Google Cloud Software Review Serverless 142

AWS Machine Learning - AI

OCTOBER 1, 2024

We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. The aim of this post is to provide a comprehensive understanding of how to build a voice-based, contextual chatbot that uses the latest advancements in AI and serverless computing. We discuss this later in the post.

Serverless 91

Serverless Artificial Inteligence AWS Software Review 91

AWS Machine Learning - AI

APRIL 22, 2025

Some of the challenges in capturing and accessing event knowledge include: Knowledge from events and workshops is often lost due to inadequate capture methods, with traditional note-taking being incomplete and subjective. A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing.

Media 80

Media Knowledge Base AWS Systems Review 80

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 87

Weak Development Team Metrics AWS Systems Review 87

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. Enter serverless.

Serverless 59

Serverless Technical Review Software Review AWS 59

AWS Machine Learning - AI

MARCH 20, 2025

Amazon Bedrock also allows you to choose various models for different use cases, making it an obvious choice for the solution due to its flexibility. Using Amazon Bedrock allows for iteration of the solution using knowledge bases for simple storage and access of call transcripts as well as guardrails for building responsible AI applications.

Generative AI 89

Generative AI Artificial Inteligence Metrics AWS 89

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. Cost-effective – The solution should only invoke LLM to generate reusable code on an as-needed basis instead of manipulating the data directly to be as cost-effective as possible.

Generative AI 131

Generative AI Artificial Inteligence Technical Review AWS 131

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 123

Generative AI Virtualization Technical Advisors AWS 123

Mobilunity

MARCH 25, 2025

The choice of the programming language for your software product should align with the business goals, be able to handle the needed performance levels, and support the potential growth of your app. These principles stress the need to make the Python code easy to understand and maintain. What Is Python?

Software Review 40

Software Review Software Development Software Development 40

Apiumhub

FEBRUARY 4, 2021

Infrastructure as Code. Infrastructure as code has become more than automation, it has become essential in DevOps. We have written a post about Infrastructure as Code , explaining it, you may find it here. It provides a declarative way to define and configure software systems. DevOps trends. Your infrastructure—i.e.

DevOps 124

DevOps Trends Software Review Fractional CTO 124

Mentormate

JANUARY 7, 2021

Below is a review of the main announcements that impact compute, database, storage, networking, machine learning, and development. Previously it was based on the number of requests (times a code is triggered) as well as the number of times that code executed, rounded up to the nearest 100ms (duration).

AWS 98

AWS Lambda Software Review Serverless 98

AWS Machine Learning - AI

FEBRUARY 11, 2025

The Amazon Q Business pre-built connectors like Amazon Simple Storage Service (Amazon S3), document retrievers, and upload capabilities streamlined data ingestion and processing, enabling the team to provide swift, accurate responses to both basic and advanced customer queries. Bhavani Kanneganti is a Principal Cloud Support Engineer at AWS.

Knowledge Base 99

Knowledge Base Lambda Enterprise AWS 99

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 21, 2024

Amazon DataZone allows you to create and manage data zones , which are virtual data lakes that store and process your data, without the need for extensive coding or infrastructure management. Enterprises can use no-code ML solutions to streamline their operations and optimize their decision-making without extensive administrative overhead.

Artificial Inteligence 121

Artificial Inteligence Machine Learning Government Software Review 121

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. When reviewing BI tools , we described several data warehouse tools. How to choose cloud data warehouse software: main criteria.

Backup 115

Backup Azure Software Review Architecture 115

AWS Machine Learning - AI

JUNE 26, 2024

Generative AI agents, which form the backbone of AI-powered assistants, can orchestrate interactions between foundation models, data sources, software applications, and users. Agents orchestrate interactions between FMs, data sources, software applications, and user conversations.

Artificial Inteligence 135

Artificial Inteligence Research Knowledge Base Applications 135

Stackery

FEBRUARY 11, 2019

Serverless has, for the last year or so, felt like an easy term to define: code run in a highly managed environment with (almost) no configuration of the underlying computer layer done by your team. Fair enough, but what is is a serverless application? Review: What’s a Lambda? Upload your code blob to AWS Lambda.

Serverless 53

Serverless Lambda AWS Software Review 53

Stackery

APRIL 15, 2019

Stackery is a tool to deploy complete serverless applications via Amazon Web Services (AWS). Epsagon monitors and tracks your serverless components to increase observability. No code was released today, but several teams merged changes over the last week, and you are seeing the highest traffic you’ve had all month.

Serverless 58

Serverless Lambda Software Review AWS 58

O'Reilly Media - Ideas

APRIL 13, 2023

Imagine application storage and compute as unstoppable as blockchain, but faster and cheaper than the cloud.) Serverless APIs are the culmination of the cloud commoditizing the old hardware-based paradigm. Spolsky, a renowned software engineer and entrepreneur, co-founded Fog Creek Software, Stack Overflow, and Trello.

Technical Review 145

Technical Review Authentication Storage Serverless 145

Confluent

SEPTEMBER 20, 2019

Description from the Apache Software Foundation about what Kafka is. 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. However, doing so can be a huge lift.

Software Review 21

Software Review Technical Review Storage Cloud 21

CIO

JANUARY 31, 2024

Is it necessary for a model that can also write a sonnet to write code for us?” Some hyperscalers offer tools and advice on making AI more sustainable, such as Amazon Web Services, which provides tips on using serverless technologies to eliminate idle resources, data management tools, and datasets. Our theory is no.

Sustainability 202

Sustainability Data Center Energy Artificial Inteligence 202