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. 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

Apiumhub

DECEMBER 9, 2024

We may also review security advantages, key use instances, and high-quality practices to comply with. This integration not only improves security by ensuring that secrets in code or configuration files are never exposed but also improves compliance with regulatory standards. What is Azure Synapse Analytics? notebooks, pipelines).

Azure 91

Azure Analytics Storage Artificial Inteligence 91

AWS Machine Learning - AI

JANUARY 29, 2025

Their DeepSeek-R1 models represent a family of large language models (LLMs) designed to handle a wide range of tasks, from code generation to general reasoning, while maintaining competitive performance and efficiency. Review the model response and metrics provided. The following diagram illustrates the end-to-end flow.

Generative AI 132

Generative AI Artificial Inteligence AWS Technical Review 132

AWS Machine Learning - AI

NOVEMBER 6, 2024

The emergence of generative AI has ushered in a new era of possibilities, enabling the creation of human-like text, images, code, and more. Set up your development environment To get started with deploying the Streamlit application, you need access to a development environment with the following software installed: Python version 3.8

Generative AI 119

Generative AI AWS Artificial Inteligence Applications 119

AWS Machine Learning - AI

APRIL 10, 2025

AWS is the first major cloud provider to deliver Pixtral Large as a fully managed, serverless model. By choosing View API , you can also access the model using code examples in the AWS Command Line Interface (AWS CLI) and AWS SDKs. In this post, we discuss the features of Pixtral Large and its possible use cases.

Generative AI 108

Generative AI AWS Technical Review Artificial Inteligence 108

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 129

Artificial Inteligence Generative AI AWS Applications 129

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

MARCH 20, 2025

Update the due date for a JIRA ticket. Deploy the solution Complete the following deployment steps: Download the code from GitHub. Review and choose Create project to confirm. The agent has the capability to: Provide a brief customer overview. List recent customer interactions. Retrieve the meeting preferences for a customer.

Generative AI 116

Generative AI Systems Review System Lambda 116

Palo Alto Networks

OCTOBER 22, 2024

The dynamic nature of cloud technology—with feature updates in public cloud services, new attack methods and the widespread use of open-source code—is now driving awareness of the risks inherent to modern, cloud-native development. It's a paradoxical situation where security teams face "both too much data and not enough data."

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

OverOps

JUNE 11, 2019

They promise to bring greater flexibility and easier scalability. Smaller code bases are easier to understand, and with clearly separated services the overall architecture is much “cleaner”. Higher frequency releases and increased collaboration between dev and ops is exciting, but it’s important to stay diligent.

Microservices 236

Microservices Architecture Technical Review Development Team Review 236

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

Netlify

JULY 19, 2021

The Jamstack ecosystem is brimming with serverless data layer options. Let’s review some key components of Jamstack architecture. Pre-compile as much of the frontend as possible for performance and scalability. DataStax delivers an open, multi-cloud data stack built on Apache Cassandra, a scalable database.

Technical Review 135

Technical Review Serverless Enterprise Software Review 135

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 109

AWS Generative AI Technical Review Artificial Inteligence 109

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

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 135

Serverless Artificial Inteligence Engineering Generative AI 135

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 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

AWS Machine Learning - AI

AUGUST 28, 2024

For example, using an AI-based coding companion such as Amazon Q Developer can boost development productivity by up to 30 percent. GitHub (Cloud) is a popular development platform that helps teams build, scale, and deliver software used by more than 100 million developers and over 4 million organizations worldwide.

Generative AI 126

Generative AI Software Review Cloud AWS 126

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

High Scalability

FEBRUARY 22, 2019

It has 39 mostly 5 star reviews. 2% : of sales spent by consumer packaged goods companies on R&D (14% for tech); 272 million : metric tons of plastic are produced each year around the globe; 100+ fp s: Google's Edge TPU; 6,000 : bugs per million lines of code; 2.2 I wrote Explain the Cloud Like I'm 10 just for them.

Scalability 15

Scalability Internet Software Review Lambda 15

The Agile Monkey

JUNE 7, 2019

When serverless pops up in conversation, there is sometimes an uncomfortable silence in the room. This is possibly because the majority of us don’t know much about serverless. Serverless is the new paradigm for building applications. As a result, we only have to think about our code, architecture and which services to use.

Serverless 75

Serverless Lambda AWS Software Review 75

Mobilunity

APRIL 22, 2025

How will these changes impact long-term operational efficiency and software development? What Is DevOps DevOps integrates Development and Operations teams to streamline the software development lifecycle. It leads to faster, more reliable software releases and improved system stability. Scalability & Flexibility.

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 78

Cloud Google Cloud Serverless Software Review 78

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. It also provides insights into each language’s cost, performance, and scalability implications. What Is Python?

Software Review 40

Software Review Software Development Software Development 40

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

The advantages of moving analytics to AWS Cloud include: Lower IT costs: Cloud migrations save businesses the costs of on-premises hardware, software licenses, and ongoing support and maintenance. 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

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.

Generative AI 92

Generative AI Artificial Inteligence Metrics AWS 92

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 137

Generative AI Artificial Inteligence Systems Review Software Review 137

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

JANUARY 29, 2025

Intelligent document processing , translation and summarization, flexible and insightful responses for customer support agents, personalized marketing content, and image and code generation are a few use cases using generative AI that organizations are rolling out in production. You determine what qualifies based on your company policies.

Generative AI 98

Generative AI Organization Enterprise Artificial Inteligence 98

CIO

AUGUST 2, 2023

To fully capitalize on the cloud’s scalability and flexibility, most enterprises go beyond a simple lift-and-shift approach, instead injecting them with cloud-native capabilities — a strategy that sounds simple but can quickly prove complex. This enables speedy software delivery and a multipronged modernization approach.”

Cloud 148

Cloud Fractional CTO Microservices Software Review 148

CIO

JANUARY 16, 2023

To ensure more sustainable operations, the company’s tech staff also relies on Amazon Lambda’s serverless, event-driven compute services to run code without provisioning servers. It is a significant energy saver that enables Choice to pay for only what it uses.

Hotels 217

Hotels Sustainability Cloud Data Center 217

OTS Solutions

SEPTEMBER 5, 2023

Agile Project Management: Agile management is considered the best practice in DevOps when operating in the cloud due to its ability to enhance collaboration, efficiency, and adaptability. CI involves the frequent integration of code changes into a shared repository, ensuring that conflicts and issues are identified early on.

DevOps 130

DevOps Cloud Software Review Weak Development Team 130

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 objective is to automate data integration from various sensor manufacturers for Accra, Ghana, paving the way for scalability across West Africa.

Generative AI 131

Generative AI Artificial Inteligence Technical Review AWS 131

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

Xebia

JANUARY 18, 2024

Region Evacuation with DNS approach: At this point, we will deploy the previous web server infrastructure in several regions, and then we will start reviewing the DNS-based approach to regional evacuation, leveraging the power of AWS Route 53. You can find the corresponding code for this blog post here.

AWS 147

AWS Network Load Balancer Software Review 147