AWS Machine Learning - AI

NOVEMBER 22, 2023

We also use Vector Engine for Amazon OpenSearch Serverless (currently in preview) as the vector data store to store embeddings. Use OpenSearch Serverless with the vector engine feature to search for the top K most relevant document indexes in the embedding space. An OpenSearch Serverless collection.

Artificial Inteligence 124

Artificial Inteligence Serverless Engineering Machine Learning 124

AWS Machine Learning - AI

NOVEMBER 6, 2024

You could also use a Windows development environment, in which case you need to update the instructions in this post. Access the Streamlit application Complete the following steps to access the Streamlit application: Open a new web browser window or tab and navigate to the CloudFront distribution URL from the AWS CDK deployment output.

Generative AI 119

Generative AI AWS Artificial Inteligence Applications 119

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 90

Serverless Artificial Inteligence AWS Software Review 90

AWS Machine Learning - AI

APRIL 10, 2025

AWS is the first major cloud provider to deliver Pixtral Large as a fully managed, serverless model. A distinguishing feature of Pixtral Large is its expansive context window of 128,000 tokens, enabling it to simultaneously process multiple images alongside extensive textual data.

Generative AI 104

Generative AI AWS Technical Review Artificial Inteligence 104

AWS Machine Learning - AI

APRIL 23, 2025

Designed with a serverless, cost-optimized architecture, the platform provisions SageMaker endpoints dynamically, providing efficient resource utilization while maintaining scalability. Cost and Performance The solution achieves remarkable throughput by processing 100,000 documents within a 12-hour window.

Artificial Inteligence 66

Artificial Inteligence Open Source AWS Serverless 66

AWS Machine Learning - AI

JANUARY 22, 2025

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and quickly integrate and deploy them into your applications using AWS tools without having to manage the infrastructure. This context is augmented to the original query.

Network 111

Network Artificial Inteligence Machine Learning Serverless 111

TechCrunch

OCTOBER 11, 2022

Image Credits: Talaj (opens in a new window) / Getty Images. billion funding program that will incentivize companies to build on its serverless computing platform (and eat into AWS’ market share). Make sure to bring warm layers if you’re visiting SF for Disrupt — and if you can’t make it, I hope you’ll join us online.

Marketing 212

Marketing Testing Serverless Conference 212

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

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. Also, you can drill into logs by selecting a time window (dragging a selection) in any monitoring widget.

Serverless 52

Serverless Lambda AWS Software Review 52

Stackery

DECEMBER 11, 2019

At re:Invent 2019, Farrah and I gave a talk on our paths into the tech industry, how serverless helped us both build some of our first products, and how serverless represents a new mindset. FARRAH: I’d like to talk about how my path to the tech industry and serverless with Stackery. I was worried the PC itself was unusable!

Serverless 11

Serverless Development Lambda AWS 11

AWS Machine Learning - AI

SEPTEMBER 17, 2024

Our solution uses an FSx for ONTAP file system as the source of unstructured data and continuously populates an Amazon OpenSearch Serverless vector database with the user’s existing files and folders and associated metadata. We use this data and ACLs to test permissions-based access to the embeddings in a RAG scenario with Amazon Bedrock.

Generative AI 95

Generative AI AWS Applications Serverless 95

AWS Machine Learning - AI

MARCH 3, 2025

This architecture supports processing an arbitrary number of images of varying sizes within a large context window of 128k tokens. Pixtral is also able to process multiple images in its long context window of 128,000 tokens. The results of the search include both serverless models and models available in Amazon Bedrock Marketplace.

Insurance 104

Insurance AWS eCommerce Software Review 104

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.

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

Palo Alto Networks

SEPTEMBER 8, 2021

Web Application and API Security: Windows support, service mesh support and improved API telemetry. Web Application and API Security: Expanded Support Across Windows, Service Mesh, and More. These capabilities have been further expanded to protect Windows hosts, including Windows Server 2019 LTSC. in Serverless Defender.

Google Cloud 98

Google Cloud Serverless Azure Weak Development Team 98

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. Knowledge Bases for Amazon Bedrock Knowledge Bases for Amazon Bedrock is a serverless option to build powerful conversational AI systems using RAG. Note this is one single git clone command.

Knowledge Base 130

Knowledge Base Artificial Inteligence Applications Lambda 130

O'Reilly Media - Ideas

MAY 19, 2020

As we noted in our platform analysis , in this and similar cases, it’s helpful to view the problem of user interest through the lens of the so-called Overton Window , which circumscribes the human cognitive bandwidth that’s available in a certain place at a certain time. Serverless Stagnant. 4 By the same margins—i.e.,

Cloud 144

Cloud Microservices Serverless Survey 144

AWS Machine Learning - AI

AUGUST 26, 2024

DevOps From a DevOps perspective, the frontend uses Amplify to build and deploy, and the backend is uses AWS Serverless Application Model (AWS SAM) to build, package, and deploy the serverless applications. This tool is essential for building and deploying serverless applications. Amplify CLI – Install the Amplify CLI.

Generative AI 121

Generative AI AWS 3D Video 121

Prisma Clud

APRIL 23, 2025

This meant scanning container images, virtual machines, and serverless functions for vulnerabilities and compliance issues and without slowing development. Each question draws from a different source of truth and each delay in finding those answers extends the window of exposure. Alerting isnt the problem. The lack of clarity is.

Cloud 59

Cloud Windows Internet Serverless 59

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. Also, you can drill into logs by selecting a time window (dragging a selection) in any monitoring widget.

Serverless 40

Serverless Lambda AWS Software Review 40

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. A narrow window exists to address minor security incidents before they become major breaches.

Cloud 105

Cloud Development Team Review Serverless Linux 105

Gorilla Logic

MARCH 14, 2019

It is easy to implement a serverless function that can be accessed as an API. An Azure Function , or “Function App,” is a serverless application that can be created in minutes (depending on the scope) and has the option of being developed in different programming languages to solve different problems. What is an Azure Function?

Azure 95

Azure Development Serverless Windows 95

AWS Machine Learning - AI

JULY 1, 2024

In this post, we demonstrate how you can build chatbots with QnAIntent that connects to a knowledge base in Amazon Bedrock (powered by Amazon OpenSearch Serverless as a vector database ) and build rich, self-service, conversational experiences for your customers. Create an Amazon Lex bot. Select the embedding model to vectorize the documents.

Knowledge Base 126

Knowledge Base Artificial Inteligence Generative AI AWS 126

Lacework

JUNE 2, 2022

Windows Server: New support extends runtime workload visibility and threat detection to Windows Server OS in the cloud or on-premises. . Lack of support for a wide range of cloud environments, including Kubernetes, serverless, and PaaS. Alert on suspicious changes to the Windows Registry. File Integrity Monitoring (FIM).

Windows 52

Windows Linux Systems Review Software Review 52

CIO

JANUARY 31, 2024

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. This results in a reduction of power consumption, he says.

Sustainability 202

Sustainability Data Center Energy Artificial Intelligence 202

Netlify

JANUARY 24, 2021

Being able to add serverless functions to your Angular application opens up a world of opportunities for getting data to your users. Netlify Functions makes it easier to utilize serverless functions by managing the infrastructure. context : includes information about the context in which the serverless function was called.

Serverless 98

Serverless Lambda AWS Testing 98

Mentormate

MAY 20, 2021

I was in such a situation and wanted to stay with as simple a solution as possible: a completely serverless static websit? LTS +, macOS Mojave/Catalina (in shortlisted AWS Regions), Windows 2012+ (Windows Server 2016 Nano is not supported). Windows (C:Users<username> sshconfig.). # What is a bastion host?

Linux 105

Linux AWS Firewall Windows 105

AWS Machine Learning - AI

JANUARY 29, 2025

Amazon Bedrock Custom Model Import enables the import and use of your customized models alongside existing FMs through a single serverless, unified API. This serverless approach eliminates the need for infrastructure management while providing enterprise-grade security and scalability.

Generative AI 116

Generative AI Artificial Inteligence AWS Technical Review 116

AWS Machine Learning - AI

SEPTEMBER 26, 2024

Create your knowledge base using the API To implement the solution using the API, complete the following steps: Create a role with the necessary policies to access data from Amazon S3 and write embeddings to Amazon OpenSearch Serverless. This option uses OpenSearch Serverless as the vector store. Choose Next.

Artificial Inteligence 115

Artificial Inteligence Generative AI Knowledge Base AWS 115

AWS Machine Learning - AI

DECEMBER 4, 2024

To begin creating your chat agent, choose Build chat agent in the chat playground window. Select OpenSearch Serverless as your vector store. Here, you can explore, experiment and compare various foundation models (FMs) through a chat interface. Similarly, you can explore image and video models with the Image & video playground.

Generative AI 106

Generative AI Applications Technical Review Software Review 106

Aqua Security

OCTOBER 30, 2019

Aqua now provides a full-stack security solution across all workload types: VMs, containers, and serverless functions, for both Linux and Windows VMs. We have enhanced our Cloud Native Security Platform (CSP) by adding Cloud VM protection capabilities for VMs that are not running container workloads.

Cloud 11

Cloud Serverless Linux Windows 11

Palo Alto Networks

APRIL 28, 2020

Enterprise Edition provides a comprehensive platform for protecting both the service plane and the compute plane and can protect hosts, containers, and serverless running in any cloud, including on-premises. Additionally, users can now see a specific CVE spanning each compute type in a single window with an improved risk tree.

Cloud 73

Cloud Serverless Lambda Policies 73

AWS Machine Learning - AI

AUGUST 2, 2024

The backend is implemented by an LLM chain service running on AWS Fargate , a serverless, pay-as-you-go compute engine that lets you focus on building applications without managing servers. Model selection – We selected a model with a large context window to generate responses that take a larger context into account.

Artificial Inteligence 124

Artificial Inteligence Generative AI Energy Knowledge Base 124

Stackery

JUNE 6, 2019

In this post we’ll use Stackery to configure and deploy a serverless data processing architecture that utilizes AWS Step Functions to coordinate multiple steps within a workflow. This is the first of a two-part blog series. The state machine will execute and produce a visualization as seen below.

AWS 45

AWS Serverless Data Lambda 45

AWS Machine Learning - AI

FEBRUARY 29, 2024

Knowledge Bases is completely serverless, so you don’t need to manage any infrastructure, and when using Knowledge Bases, you’re only charged for the models, vector databases and storage you use. The OpenSearch Serverless collection. RAG is a popular technique that combines the use of private data with large language models (LLMs).

Knowledge Base 137

Knowledge Base Artificial Inteligence Study AWS 137

Perficient

FEBRUARY 1, 2024

AWS Glue is a serverless data integration service that simplifies the discovery, preparation, and movement of data for analytics, machine learning (ML), and application development. Run efficient Spark jobs: Leverage serverless Spark environments for data processing, eliminating the need to provision and manage clusters.

AWS 52

AWS Serverless IoT Windows 52

CircleCI

AUGUST 7, 2019

The rise of serverless, deployless, GitOps, NoOps, and a dizzying number of perceived shifts in delivery are challenging for any team to keep up with ( is it the future yet? ). We just yesterday launched Windows build environments, in addition to our previous support for Docker, Linux, Android, and macOS.

Tools 15

Tools Linux Windows Firewall 15

AWS Machine Learning - AI

SEPTEMBER 25, 2024

In this post, we walk you through a step-by-step process to create a social media content generator app using vision, language, and embedding models (Anthropic’s Claude 3, Amazon Titan Image Generator, and Amazon Titan Multimodal Embeddings) through Amazon Bedrock API and Amazon OpenSearch Serverless. Next is the content generation.

Media 91

Media Social Serverless Artificial Inteligence 91