The Agile Monkey

DECEMBER 22, 2022

However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. On the other hand, using serverless solutions from scratch can be time-consuming and require a lot of effort to set up and manage. You just want to move fast and only care about your business logic , right?

Scalability 98

Scalability AWS Authentication Open Source 98

Modus Create

MAY 15, 2023

When serverless architecture became all the rage a few years ago, we wondered whether it was just marketing hype. Was serverless really cloud 2.0 Serverless architecture’s popularity has risen over the past 5 years. While serverless brings immense benefits to businesses, it’s important not to rush into it.

Serverless 75

Serverless Lambda Architecture AWS 75

AWS Machine Learning - AI

OCTOBER 21, 2024

However, by using various AWS services, you can quickly deploy a serverless solution to edit images. Amazon Bedrock is serverless, 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.

Serverless 93

Serverless Applications Lambda AWS 93

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 87

Serverless Artificial Inteligence AWS Software Review 87

Stackery

APRIL 1, 2020

While a serverless focus might be justified by improving the overall speed and efficiency of your development workflow, security needs to remain a core element at every step. But serverless design also involves a shift in thinking and the daunting challenge of leveraging the massive suite of AWS tools and services.

Serverless 71

Serverless AWS Architecture Infrastructure 71

Dzone - DevOps

FEBRUARY 14, 2024

Among the most notable trends gaining traction is serverless architecture , offering developers a paradigm shift in how they approach application development. In this article, we delve into the world of serverless architecture, exploring its key concepts, benefits, and implications for the future of software development.

Software Development 98

Software Development Software Development Serverless 98

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. Scalability, Limits, and Restrictions. Scalability: Lambda creates a new instance to process each new concurrent event. Azure Functions.

Serverless 70

Serverless Lambda Cloud AWS 70

Stackery

AUGUST 11, 2020

Serverless + JAMstack is where web app architectures are going. These are often referred to as static site generators, but I’m a fan of PayPal’s Jamund Ferguson rephrasing the term as static apps in the recent talk Bringing JAMstack to the Enterprise. Stackery is focused on helping developers leverage the power of AWS managed services.

Serverless 95

Serverless Lambda AWS Architecture 95

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 120

Generative AI Virtualization Technical Advisors AWS 120

AWS Machine Learning - AI

NOVEMBER 22, 2024

Since Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. We're more than happy to provide further references upon request.

Generative AI 92

Generative AI AWS Technical Review Backup 92

AWS Machine Learning - AI

FEBRUARY 9, 2024

Because Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. For more details and specific model prices, refer to Amazon Bedrock Pricing.

Lambda 144

Lambda Generative AI AWS Microservices 144

AWS Machine Learning - AI

AUGUST 13, 2024

Handling large volumes of data, extracting unstructured data from multiple paper forms or images, and comparing it with the standard or reference forms can be a long and arduous process, prone to errors and inefficiencies. This list serves as a baseline or reference point for comparison with other forms.

Healthcare 128

Healthcare Artificial Inteligence Analysis Lambda 128

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

AWS Machine Learning - AI

SEPTEMBER 26, 2024

This domain knowledge is traditionally captured in reference manuals, service bulletins, quality ticketing systems, engineering drawings, and more, but the quantity and complexity of documents is growing and takes time to learn. In RAG, these knowledge sources are often referred to as a knowledge base. Try it out!

Artificial Inteligence 110

Artificial Inteligence Generative AI Knowledge Base AWS 110

AWS Machine Learning - AI

MAY 17, 2024

The evaluation test suite consists of hundreds of test product reviews, a reference response to the review, and a set of rules to evaluate the LLM response against the reference response. The second task then asks the LLM to compare the generated response to the reference response using the rules and generate an evaluation score.

Generative AI 134

Generative AI Artificial Inteligence Systems Review Software Review 134

CircleCI

MAY 27, 2022

Two of the most widely-used technologies to host these deployments are serverless functions and containers. In this comparison, we will look at some important differentiators between serverless computing and containers and outline some criteria you can use to decide which to use for your next project. What is serverless?

Serverless 52

Serverless Applications Technical Review Microservices 52

AWS Machine Learning - AI

APRIL 11, 2024

The company is combining this expertise with the highly scalable, reliable, and secure AWS Cloud infrastructure to help customers run advanced graphics, machine learning, and generative AI workloads at an accelerated pace. For additional resources about the AWS and NVIDIA collaboration, refer to the AWS at NVIDIA GTC 2024 resource hub.

Generative AI 126

Generative AI AWS Artificial Inteligence Innovation 126

Stackery

NOVEMBER 25, 2019

In addition to setting up shop in the Expo hall with the team to chat with re:Invent guests about their current serverless development workflows (and how Stackery can supercharge it), I made sure to attend some choice presentations this week. Brian described a cycle for considering your scalability plan: Build, measure, and learn.

Serverless 10

Serverless AWS Scalability Resources 10

AWS Machine Learning - AI

NOVEMBER 6, 2024

This solution can serve as a valuable reference for other organizations looking to scale their cloud governance and enable their CCoE teams to drive greater impact. Limited scalability – As the volume of requests increased, the CCoE team couldn’t disseminate updated directives quickly enough. About the Authors Steven Craig is a Sr.

Generative AI 108

Generative AI Government Technical Review Innovation 108

AWS Machine Learning - AI

AUGUST 5, 2024

As we continue to add new episodes, we will want to use AI services to make the task of querying and searching for specific content more scalable without the need to manually add metadata for each episode. For instructions on transcribing with the AWS Management Console or AWS CLI, refer to the Amazon Transcribe Developer guide.

Knowledge Base 112

Knowledge Base Artificial Inteligence Programming Generative AI 112

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. For more information, refer to Model access.

Knowledge Base 125

Knowledge Base Artificial Inteligence Applications Lambda 125

AWS Machine Learning - AI

JUNE 18, 2024

The objective is to automate data integration from various sensor manufacturers for Accra, Ghana, paving the way for scalability across West Africa. The solution had the following requirements: Cloud hosting – The solution must reside on the cloud, ensuring scalability and accessibility.

Generative AI 126

Generative AI Artificial Inteligence Technical Review AWS 126

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 91

Generative AI AWS Applications Serverless 91

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. For more information, refer to Model access. For instructions, refer to Manage your knowledge base. The S3 bucket.

Knowledge Base 134

Knowledge Base Artificial Inteligence AWS Study 134

AWS Machine Learning - AI

OCTOBER 21, 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. Serverless : Customers can access their imported custom models in an on-demand and serverless manner.

Generative AI 140

Generative AI Artificial Inteligence AWS Serverless 140

Apiumhub

DECEMBER 9, 2024

Give each secret a clear name, as youll use these names to reference them in Synapse. Add a Linked Service to the pipeline that references the Key Vault. When setting up a linked service for these sources, reference the names of the secrets stored in Key Vault instead of hard-coding the credentials.

Azure 89

Azure Analytics Storage Artificial Inteligence 89

Altexsoft

SEPTEMBER 6, 2023

Serverless security has become a significant player in the B2B tech landscape. billion in 2021, the serverless security market is projected to surge to USD 5.1 Furthermore, as per recent data , 21% of enterprises have already integrated serverless technology and an additional 39% are exploring its potential. Let’s get started.

Serverless 52

Serverless Applications Cloud AWS 52

AWS Machine Learning - AI

MAY 21, 2024

Storm serves as the front end for Nova, our serverless content management system (CMS). Our technical solution At 20 Minutes, we’ve been using AWS since 2017, and we aim to build on top of serverless services whenever possible. One of our key goals is to provide our journalists with a best-in-class digital publishing experience.

Generative AI 135

Generative AI Artificial Inteligence AWS Advertising 135

AWS Machine Learning - AI

AUGUST 28, 2024

By using the AWS CDK, the solution sets up the necessary resources, including an AWS Identity and Access Management (IAM) role, Amazon OpenSearch Serverless collection and index, and knowledge base with its associated data source. For installation instructions, refer to the AWS CDK workshop. The AWS CDK already set up.

Knowledge Base 91

Knowledge Base AWS Generative AI Artificial Inteligence 91

Altexsoft

JANUARY 14, 2021

The top tier is referred to as the front-end or client layer. By the level of back-end management involved: Serverless data warehouses get their functional building blocks with the help of serverless services, meaning they are fully-managed by third-party vendors. Scalability opportunities. Scalability.

Backup 115

Backup Azure Software Review Architecture 115

AWS Machine Learning - AI

JULY 1, 2024

Organizations strive to implement efficient, scalable, cost-effective, and automated customer support solutions without compromising the customer experience. For more information, refer to Create a knowledge base. Select Quick create a new vector store to create a default vector store with OpenSearch Serverless. Choose Next.

Knowledge Base 123

Knowledge Base Artificial Inteligence Generative AI AWS 123

AWS Machine Learning - AI

MAY 13, 2024

It’s serverless, so you don’t have to manage any infrastructure. These metrics will assess how well a machine-generated summary compares to one or more reference summaries. The following reference architecture diagram in Figure 3 illustrates the fully managed RAG pattern with Knowledge Bases for Amazon Bedrock on AWS.

Generative AI 132

Generative AI Artificial Inteligence Report Healthcare 132

AWS Machine Learning - AI

NOVEMBER 27, 2024

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, integrate and deploy them into your application using Amazon Web Services (AWS) tools without having to manage any infrastructure. Reference to the Lambda code. Refer to the policy here.

Software Review 105

Software Review Lambda Generative AI Artificial Inteligence 105

AWS Machine Learning - AI

NOVEMBER 7, 2024

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

Generative AI 110

Generative AI AWS Artificial Inteligence Enterprise 110

AWS Machine Learning - AI

MARCH 7, 2024

By using the Step Functions optimized integration with Amazon Bedrock, Distributed Map, and the Titan Image Generator G1 model, the solution efficiently replaces the backgrounds of images in parallel, enhancing productivity and scalability. To deploy the solution, refer to the instructions in the GitHub repository.

AWS 140

AWS Lambda Generative AI Report 140

AWS Machine Learning - AI

SEPTEMBER 6, 2024

Solution overview The AWS team worked with Vidmob to build a serverless architecture for handling incoming questions from customers. On the backend, a router is used to determine the context (ad-related dataset) as a reference to answer the question.

Generative AI 119

Generative AI Artificial Inteligence Data AWS 119

Palo Alto Networks

NOVEMBER 5, 2019

Ron Harnik, Senior Product Marketing Manager, Serverless Security. Serverless computing is the latest in a long line of cloud technologies, and many organizations are still wrapping their heads around it. I want to share my view from the front line to help security teams who are taking their first steps in the serverless world. .

Serverless 8

Serverless Firewall Lambda Weak Development Team 8