AWS Machine Learning - AI

JANUARY 29, 2025

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. 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

APRIL 9, 2025

Amazon Q Business is a fully managed, generative AI-powered assistant that lets you build interactive chat applications using your enterprise data, generating answers based on your data or large language model (LLM) knowledge. Key metrics include Total queries and Total conversations , which give an overall picture of system usage.

Weak Development Team 89

Weak Development Team Metrics AWS Systems Review 89

AWS Machine Learning - AI

NOVEMBER 7, 2024

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. Generative AI components provide functionalities needed to build a generative AI application. Each tenant has different requirements and needs and their own application stack.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

AWS Machine Learning - AI

APRIL 22, 2025

In December, we announced the preview availability for Amazon Bedrock Intelligent Prompt Routing , which provides a single serverless endpoint to efficiently route requests between different foundation models within the same model family. Its important to pause and understand these metrics. Lets dive in! 35% 9.98% Anthropic 0.86

Artificial Inteligence 114

Artificial Inteligence AWS Generative AI Metrics 114

AWS Machine Learning - AI

MARCH 13, 2025

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, such as AI21 Labs, Anthropic, Cohere, Meta, Mistral, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 113

Generative AI CTO Coach AWS Artificial Inteligence 113

CIO

DECEMBER 20, 2024

With a wide range of services, including virtual machines, Kubernetes clusters, and serverless computing, Azure requires advanced management strategies to ensure optimal performance, enhanced security, and cost efficiency. Monitoring resources with analytics helps obtain real-time insights into the health of the applications.

Azure 88

Azure Analysis Cloud Resources 88

AWS Machine Learning - AI

APRIL 3, 2024

Amazon OpenSearch Service now supports the cosine similarity metric for k-NN indexes. With cosine similarity, you can measure the orientation between two vectors, which makes it a good choice for some specific semantic search applications. Store embeddings into the Amazon OpenSearch Serverless as the search engine.

Serverless 135

Serverless Artificial Inteligence Engineering Generative AI 135

AWS Machine Learning - AI

MARCH 20, 2025

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. With the use of Amazon Bedrock, various models can be chosen based on different use cases, illustrating its flexibility in this application.

Generative AI 92

Generative AI Artificial Inteligence Metrics AWS 92

AWS Machine Learning - AI

APRIL 23, 2024

Generative artificial intelligence (AI) has gained significant momentum with organizations actively exploring its potential applications. With Knowledge Bases for Amazon Bedrock, you can quickly build applications using Retrieval Augmented Generation (RAG) for use cases like question answering, contextual chatbots, and personalized search.

Knowledge Base 126

Knowledge Base Scalability Applications Generative AI 126

AWS Machine Learning - AI

OCTOBER 29, 2024

All of this data is centralized and can be used to improve metrics in scenarios such as sales or call centers. Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times. You can use Amazon S3 to securely store objects and also serve static websites.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

DevOps.com

DECEMBER 23, 2020

Sentry this week announced it has added support for applications that employ serverless computing frameworks as well as the Google Web Vitals service to its application monitoring tool. The post Sentry Extends Application Performance Monitoring Tool appeared first on DevOps.com.

Performance 84

Performance Applications Tools Serverless 84

AWS Machine Learning - AI

NOVEMBER 14, 2024

With the significant developments in the field of generative AI , intelligent applications powered by foundation models (FMs) can help users map out an itinerary through an intuitive natural conversation interface. Amazon Bedrock is the place to start when building applications that will amaze and inspire your users.

Artificial Inteligence 111

Artificial Inteligence Generative AI Travel AWS 111

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 capability makes it particularly effective in analyzing documents, detailed charts, graphs, and natural images, accommodating a broad range of practical applications. Mistral AIs Pixtral Large FM is now available in Amazon Bedrock.

Generative AI 108

Generative AI AWS Technical Review Artificial Inteligence 108

AWS Machine Learning - AI

APRIL 29, 2025

Compliance with AI regulation As global regulations around AI continue to evolve, red teaming can help organizations by setting up mechanisms to systematically test their applications and make them more resilient, or serve as a tool to adhere to transparency and accountability requirements.

Generative AI 72

Generative AI Weak Development Team AWS Artificial Inteligence 72

OverOps

DECEMBER 18, 2018

Observability and Responsibility for Serverless. Some might think that when you go serverless, it means that there’s no need to think about operating or debugging your systems. It’s the ability to know how applications operate in production. Metrics, logging, monitoring, and reliability. The Z Garbage Collector.

Conference 185

Conference Serverless Weak Development Team DevOps 185

DevOps.com

DECEMBER 3, 2021

At the AWS re:Invent conference this week, Sumo Logic announced that in addition to collecting log data, metrics and traces, it now can collect telemetry data from the Lambda serverless computing service provided by Amazon Web Services (AWS).

Lambda 121

Lambda AWS Serverless Metrics 121

CircleCI

MAY 27, 2022

Two of the most widely-used technologies to host these deployments are serverless functions and containers. What are they, how do they differ, and how do you decide which is best for your application? What is serverless? Serverless technology is a bit of a misnomer. Serverless technology is a bit of a misnomer.

Serverless 52

Serverless Applications Technical Review Microservices 52

Honeycomb

FEBRUARY 16, 2024

Application performance monitoring, also known as APM, represents the difference between code and running software. APM answers these questions: Is my application working? APM brings this level of metric rigor to applications, recording uptime, requests received, statuses returned, latency, and resource usage for each running process.

Performance 84

Performance Applications Metrics Artificial Inteligence 84

DevOps.com

DECEMBER 6, 2022

Distributed tracing has become essential in microservice applications, cloud-native and distributed systems. Microservices and serverless applications can grow exponentially, which makes observing them at scale very challenging.

Microservices 135

Microservices Serverless Architecture Applications 135

AWS Machine Learning - AI

MARCH 5, 2025

Generative AI question-answering applications are pushing the boundaries of enterprise productivity. With deterministic evaluation processes such as the Factual Knowledge and QA Accuracy metrics of FMEval , ground truth generation and evaluation metric implementation are tightly coupled. 201% $12.2B

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

ParkMyCloud

MAY 7, 2019

Curious why serverless is so popular – and why it won’t replace traditional servers in the cloud? In the current cloud infrastructure, top service providers are dedicating a great deal of effort to expand on this architecture as a new approach to a cloud solution that focuses on applications rather than infrastructure.

Serverless 58

Serverless Lambda Google Cloud Azure 58

AWS Machine Learning - AI

MARCH 7, 2025

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 101

Generative AI Technical Review Insurance Policies 101

Trigent

APRIL 7, 2022

serverless. This paved the way for application containers where instead of creating separate instances of the OS for each application, they just made secure spaces for them to run while broadly sharing the OS resources. Enter serverless computing. If things failed, it was NOT due to provisioning and capacity.

Serverless 52

Serverless Cloud Architecture Software Review 52

CIO

JANUARY 10, 2024

Migrating infrastructure and applications to the cloud is never straightforward, and managing ongoing costs can be equally complicated. Refactoring applications to take advantage of cloud-native services is vital to maximizing cloud ROI. We need hard metrics because we’re running 800 instances of cloud computers.

Cloud 187

Cloud Technical Review CTO Coach Fractional CTO 187

AWS Machine Learning - AI

JANUARY 29, 2025

Generative AI can revolutionize organizations by enabling the creation of innovative applications that offer enhanced customer and employee experiences. For a comprehensive read about vector store and embeddings, you can refer to The role of vector databases in generative AI applications. These safeguards are FM agnostic.

Generative AI 98

Generative AI Organization Enterprise Artificial Inteligence 98

Stackery

DECEMBER 6, 2019

But after two days of discussing serverless development and AWS tooling with the many awesome folks who have visited the Stackery booth (plus the primer I attended on day one) I was actually feeling pretty limber for the marathon that was “Serverless SaaS Deep Dive: Building Serverless on AWS”. Serverless for SaaS.

Serverless 52

Serverless Lambda Microservices AWS 52

Gorilla Logic

SEPTEMBER 16, 2021

In this article, we are going to compare the leading cloud providers of serverless computing frameworks so that you have enough intel to make a sound decision when choosing one over the others. These concurrency levels can be monitored using AWS Lambda metrics. Lambda Runtimes and Applications. Description. Can be increased.

Serverless 70

Serverless Lambda Cloud Azure 70

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

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

Netlify

SEPTEMBER 7, 2021

As the adoption of Jamstack architecture goes mainstream in enterprises worldwide, there’s a growing need to centralize application management using the tools that are already in place. This includes use cases like: Custom application monitoring dashboards. Serverless function invocation information and performance monitoring.

Serverless 97

Serverless Comparison Enterprise Applications 97

Xebia

JANUARY 15, 2024

Moving applications to the cloud can be done in a variety of ways. If you do it correctly, the effort required to keep applications running in the cloud can be reduced dramatically. Moving applications to the cloud can be done in a variety of ways. A rehosting strategy will have virtually no positive impact on IT operations.

Cloud 130

Cloud Disaster Recovery Data Center Virtualization 130

Mike Roberts

MARCH 14, 2018

the Serverless Application Repository (SAR)?—?at The general goal of SAR is to make it easier to distribute, and consume, applications that have been developed using AWS Serverless products, like Lambda. Thanks to @ 3Nimbus / [link] What is the Serverless Application Repository? at re:Invent 2017.

Serverless 40

Serverless AWS Applications Lambda 40

Mike Roberts

MARCH 14, 2018

the Serverless Application Repository (SAR)?—?at The general goal of SAR is to make it easier to distribute, and consume, applications that have been developed using AWS Serverless products, like Lambda. Thanks to @ 3Nimbus / [link] What is the Serverless Application Repository? at re:Invent 2017.

Serverless 40

Serverless AWS Applications Lambda 40

Mike Roberts

DECEMBER 6, 2017

the Functions-as-a-Service (FaaS) platform which is the core of AWS’ larger Serverless service suite. Traffic shaping / canary deployment was pre-announced at Serverless Conf NYC in October, and this is now available. out-of-the-box metric?—?‘concurrent Let’s dig in! It’s no longer a niche technology for enthusiasts?—?it’s

Serverless 52

Serverless Lambda AWS Software Review 52

AWS Machine Learning - AI

JULY 3, 2024

We recently announced the general availability of Guardrails for Amazon Bedrock , which allows you to implement safeguards in your generative artificial intelligence (AI) applications that are customized to your use cases and responsible AI policies. with guardrails making sure only permissible information is shared.

Knowledge Base 134

Knowledge Base Artificial Inteligence Generative AI AWS 134

AWS Machine Learning - AI

AUGUST 26, 2024

AWS makes it possible for organizations of all sizes and developers of all skill levels to build and scale generative AI applications with security, privacy, and responsible AI. Translate the English text to an ASL gloss using Amazon Bedrock, which is used to build and scale generative AI applications using FMs.

Generative AI 121

Generative AI AWS 3D Video 121

AWS Machine Learning - AI

MARCH 3, 2025

Similar to other Mistral models, such as Mistral 7B, Mixtral 8x7B, Mixtral 8x22B, and Mistral Nemo 12B, Pixtral 12B is released under the commercially permissive Apache 2.0 , providing enterprise and startup customers with a high-performing VLM option to build complex multimodal applications. To begin using Pixtral 12B, choose Deploy.

Insurance 108

Insurance AWS eCommerce Software Review 108