Apiumhub

SEPTEMBER 27, 2023

This is the second post in a two-part series exploring the world of Serverless and Edge Runtime. In the previous post, we got familiar with serverless; the main focus of this post will be the Edge Runtime, where it can be useful, and what its caveats are. Edge, the Location: the concept of running servers closer to our users.

Serverless 100

Serverless Software Review Lambda AWS 100

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. For more information, refer to the Amazon Bedrock User Guide.

Generative AI 132

Generative AI Artificial Inteligence AWS Technical Review 132

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). Shared components refer to the functionality and features shared by all tenants.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

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. Refer to the GitHub repository for deployment instructions.

Knowledge Base 109

Knowledge Base Generative AI Technical Review Lambda 109

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

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

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

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

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

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

MARCH 3, 2025

Unlike many open source alternatives, Pixtral 12B achieves strong results in text-based benchmarkssuch as instruction following, coding, and mathematical reasoningwithout sacrificing its proficiency in multimodal tasks. To learn more about how IAM works with Amazon Bedrock Marketplace, refer to Set up Amazon Bedrock Marketplace.

Insurance 108

Insurance AWS eCommerce Software Review 108

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. Deploy the solution Complete the following deployment steps: Download the code from GitHub. Review and choose Create project to confirm. List recent customer interactions.

Generative AI 116

Generative AI Systems Review System Lambda 116

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 82

Media Knowledge Base AWS Systems Review 82

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

Xebia

MAY 21, 2024

Modernizing on AWS refers to migrating and transforming traditional applications, workloads, and infrastructure to leverage the benefits of cloud computing and AWS services. Adoption of Cloud-Native Technologies: Companies embrace cloud-native technologies such as containers, serverless computing, and microservices architecture.

AWS 130

AWS Strategy Serverless Microservices 130

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. References: What is Intelligent Document Processing (IDP)? To address these challenges, a U.S.

Artificial Inteligence 67

Artificial Inteligence Open Source AWS Serverless 67

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. Refer to Monitoring Amazon Q Business and Q Apps for more details. These logs are then queryable using Amazon Athena.

Weak Development Team 89

Weak Development Team Metrics AWS Systems Review 89

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. QuickSight can be configured through multiple data sources (for more information, refer to Supported data sources ). For example, Anthropics Claude Sonnet 3.5

Generative AI 92

Generative AI Artificial Inteligence Metrics AWS 92

AWS Machine Learning - AI

FEBRUARY 11, 2025

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. For information about deploying the Amazon Q Business application with sample boosting and guardrails, refer to the GitHub repo.

Knowledge Base 102

Knowledge Base Lambda Enterprise AWS 102

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 144

Cloud Google Cloud Software Review Serverless 144

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

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

Xebia

JANUARY 15, 2024

When you speak with software developers, they will probably tell you that they use design patterns. I have noticed the same behavior with serverless. For example, you can use the console to create a function and type your code in an editor via your browser. Obviously, this is fine for experimentation and learning purposes.

Lambda 130

Lambda AWS Software Review Serverless 130

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.

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Generative AI Organization Enterprise Artificial Inteligence 98

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. Refer to Configure Amazon SNS to send messages for alerts to other destinations for more information.

Generative AI 123

Generative AI Virtualization Technical Advisors AWS 123

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

Gorilla Logic

SEPTEMBER 5, 2019

In this Fn Project tutorial, you will learn the basic features of Fn Project by creating a serverless cloud and installing it on your own infrastructure. This will illustrate some of the most useful concepts of Fn Project and help you get familiarized with this lightweight and simple serverless platform. . What is Serverless? .

Serverless 12

Serverless Cloud Software Review Azure 12

Prisma Clud

OCTOBER 19, 2023

Having pivoted away from traditional monolithic application models, today’s DevOps teams routinely leverage technologies like containers and serverless architectures to build microservices-based applications distributed across vast ecosystems. Video: Learn how to remediate misconfigurations, first in code and then in the cloud.

Software Review 80

Software Review Cloud Weak Development Team DevOps 80

Prisma Clud

JUNE 6, 2024

More than 25% of all publicly accessible serverless functions have access to sensitive data , as seen in internal research. The question then becomes, Are cloud serverless functions exposing your data? Just need a quick reference? Security Considerations for AWS Lambda Functions AWS’ main serverless offering is Lambda functions.

Serverless 59

Serverless Cloud Data Azure 59

Xebia

JULY 20, 2023

Of course, the real low hanging fruit would be the original reason for Wasm: code execution in a browser environment. The no-brainer equivalent on the server is (ironically) serverless computing, specifically FaaS. Reducing the package size and the amount of unnecessary code execution both result in the same benefit.

Serverless 100

Serverless Software Review Technical Review Systems Review 100

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 131

Knowledge Base Artificial Inteligence AWS Serverless 131

AWS Machine Learning - AI

FEBRUARY 19, 2024

In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service. Even with open source libraries, significant effort is required to write code, determine optimal chunk size, generate embeddings, and more. For more information, refer to Model access.

Knowledge Base 133

Knowledge Base Artificial Inteligence Applications Lambda 133

AWS Machine Learning - AI

MAY 30, 2024

Vitech is a global provider of cloud-centered benefit and investment administration software. 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.

Artificial Inteligence 131

Artificial Inteligence Technical Review Development Team Review Software Review 131

Xebia

MAY 14, 2024

In August 2021, I was accepted to test and provide feedback on what was referred to as ‘Azure Worker Apps’, another Azure service Microsoft was developing to run containers. Let’s give a quick review of the use case for the other Azure Services before introducing Azure Container Apps. 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