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

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 system will take a few minutes to set up your project. On the next screen, leave all settings at their default values.

Generative AI 106

Generative AI Applications Technical Review Software Review 106

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 91

Azure Analytics Storage Artificial Inteligence 91

AWS Machine Learning - AI

OCTOBER 29, 2024

Use case overview The organization in this scenario has noticed that during customer calls, some actions often get skipped due to the complexity of the discussions, and that there might be potential to centralize customer data to better understand how to improve customer interactions in the long run.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

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. To address these challenges, a U.S. The following diagram illustrates the solution architecture.

Artificial Inteligence 67

Artificial Inteligence Open Source AWS Serverless 67

OverOps

JUNE 11, 2019

They promise to bring greater flexibility and easier scalability. Higher frequency releases and increased collaboration between dev and ops is exciting, but it’s important to stay diligent. Their focus is not only on the individual microservices, but on the system as a whole. Kubeless is a Kubernetes-native serverless framework.

Microservices 236

Microservices Architecture Technical Review Development Team Review 236

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

AWS Machine Learning - AI

APRIL 30, 2025

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. An accountant will select specific transactions in both systems and choose Generate AI Rule.

Artificial Inteligence 68

Artificial Inteligence Technical Review Software Review Generative AI 68

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

Palo Alto Networks

OCTOBER 22, 2024

Organizations must understand that cloud security requires a different mindset and approach compared to traditional, on-premises security because cloud environments are fundamentally different in their architecture, scalability and shared responsibility model. Q explains: That's the user of the cloud…that's your responsibility.

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

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 135

Serverless Artificial Inteligence Engineering Generative AI 135

Xebia

MAY 21, 2024

Many companies across various industries prioritize modernization in the cloud for several reasons, such as greater agility, scalability, reliability, and cost efficiency, enabling them to innovate faster and stay competitive in today’s rapidly evolving digital landscape.

AWS 130

AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

APRIL 10, 2025

AWS is the first major cloud provider to deliver Pixtral Large as a fully managed, serverless model. This feature enables developers to receive the models responses in a structured and simple-to-read format, which can be seamlessly integrated into various applications and systems.

Generative AI 108

Generative AI AWS Technical Review Artificial Inteligence 108

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. The following screenshot shows an example of an interaction with Field Advisor.

AWS 109

AWS Generative AI Technical Review Artificial Inteligence 109

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 113

Generative AI AWS Enterprise Artificial Inteligence 113

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 111

Network Artificial Inteligence Machine Learning Serverless 111

CIO

JANUARY 16, 2023

based IT team can focus on building business value using a plethora of AWS services, including Amazon Aurora, Amazon SageMaker, Amazon Elastic Kubernetes, as well as other SaaS tools such as Automation Anywhere and IDeaS for the cloud-based revenue management system Choice built called Choice Max, also on AWS.

Hotels 217

Hotels Sustainability Cloud Data Center 217

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 137

Generative AI Artificial Inteligence Systems Review Software Review 137

AWS Machine Learning - AI

JANUARY 29, 2025

It encompasses a range of measures aimed at mitigating risks, promoting accountability, and aligning generative AI systems with ethical principles and organizational objectives. This centralized operating model promotes consistency, governance, and scalability of generative AI solutions across the organization.

Generative AI 98

Generative AI Organization Enterprise Artificial Inteligence 98

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

Datavail

AUGUST 4, 2021

Increased scalability and flexibility: As you accumulate more and more data, scalability becomes an increasingly important concern for analytics, especially to handle rapid usage spikes. The AWS Auto Scaling feature lets you define rules to automatically adjust your capacity, so the system never goes down due to heavy demand.

AWS 98

AWS Technical Review Analytics Development Team Review 98

Mobilunity

APRIL 22, 2025

It leads to faster, more reliable software releases and improved system stability. Scalability & Flexibility. Drives quick issue resolution and system improvements with continuous feedback loops. Enhanced Scalability. Streamlined operations increase overall system responsiveness and uptime. Tool Overload.

DevOps 40

DevOps Software Review Development Team Review Technical Review 40

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

MARCH 20, 2025

The Asure team was manually analyzing thousands of call transcripts to uncover themes and trends, a process that lacked scalability. Staying ahead in this competitive landscape demands agile, scalable, and intelligent solutions that can adapt to changing demands. The following screenshots show the UI.

Generative AI 92

Generative AI Artificial Inteligence Metrics AWS 92

Prisma Clud

JUNE 20, 2023

Even more interesting is the diversity of these workloads, notably serverless and platform as a service (PaaS) workloads, which account for 36% of cloud-based workloads , signifying their growing importance in modern technology landscapes. Their expertise and diligence are indispensable alongside DevOps and security teams.

Cloud 105

Cloud Development Team Review Serverless Linux 105

Trigent

APRIL 7, 2022

serverless. Enter serverless computing. By adhering to some basic rules, services and applications can be deployed onto serverless systems. Of course, this is a significantly simplified explanation, and the systems are way more complicated. If things failed, it was NOT due to provisioning and capacity.

Serverless 52

Serverless Cloud Architecture Software Review 52

CIO

NOVEMBER 29, 2023

that make migration to another platform difficult due to the complexity of recreating all of that on a new platform. Sid Nag, VP, cloud services and technology, Gartner Gartner He recommends retaining the services of an MSP or systems integrator to do the planning and ensure you’re choosing the right applications to move to the cloud.

Cloud 187

Cloud Technical Review Software Review Systems Review 187

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.

Knowledge Base 125

Knowledge Base AWS Generative AI Artificial Inteligence 125

AWS Machine Learning - AI

MAY 30, 2024

With Bedrock’s serverless experience, one can get started quickly, privately customize FMs with their own data, and easily integrate and deploy them into applications using the AWS tools without having to manage any infrastructure. Prompt engineering Prompt engineering is crucial for the knowledge retrieval system.

Artificial Inteligence 131

Artificial Inteligence Technical Review Development Team Review Software Review 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. Sonnet model, the system prompt, maximum tokens, and the transcribed speech text as inputs to the API.

Generative AI 123

Generative AI Virtualization Technical Advisors AWS 123

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. Is it still so? A data warehouse is often abbreviated as DW or DWH.

Backup 115

Backup Azure Software Review Architecture 115

AWS Machine Learning - AI

SEPTEMBER 23, 2024

Evaluating your Retrieval Augmented Generation (RAG) system to make sure it fulfils your business requirements is paramount before deploying it to production environments. With synthetic data, you can streamline the evaluation process and gain confidence in your system’s capabilities before unleashing it to the real world.

Artificial Inteligence 93

Artificial Inteligence Systems Review System Data 93

High Scalability

MARCH 8, 2019

It's HighScalability time: A highly simplified diagram of serverless. ( @jbesw ). It has 40 mostly 5 star reviews. There was already a payment system — it was called the credit card. Do you like this sort of Stuff? I'd greatly appreciate your support on Patreon. Know anyone who needs cloud? So many more quotes.

Scalability 58

Scalability Internet Telecommunications Lambda 58

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

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

Tenable

AUGUST 30, 2024

And get the latest on AI-system inventories, the APT29 nation-state attacker and digital identity security! Most schools faced astronomical recovery costs as they tried to restore computers, recover data, and shore up their systems to prevent future attacks,” reads a Comparitech blog about the research published this week.

Security 69

Security Systems Review Software Review Technical Review 69