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

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

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. Store embeddings into the Amazon OpenSearch Serverless as the search engine.

Serverless 115

Serverless Artificial Inteligence Engineering Generative AI 115

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

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 85

Software Development Software Development Serverless 85

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

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

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

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

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 118

Generative AI Virtualization Technical Advisors AWS 118

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

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 98

Artificial Inteligence Generative AI Knowledge Base AWS 98

AWS Machine Learning - AI

NOVEMBER 13, 2024

Amazon Bedrock offers a serverless experience, so 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 infrastructure. Amazon Bedrock analyzes the documents stored in Amazon S3.

Generative AI 89

Generative AI Analysis Lambda AWS 89

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 83

Generative AI AWS Applications Serverless 83

Perficient

AUGUST 31, 2024

Serverless architecture can improve efficiency to a degree. However, a development culture that embraces performance testing and performance monitoring will go further than just migrating to serverless. However, the job itself must be capable of linear scalability to take advantage of horizontal scalability.

Performance 52

Performance Serverless Scalability Metrics 52

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 118

Healthcare Artificial Inteligence Analysis Lambda 118

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 96

Generative AI Government Technical Review Innovation 96

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 133

Generative AI Artificial Inteligence AWS Serverless 133

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

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 85

Knowledge Base AWS Generative AI Artificial Inteligence 85

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 135

Lambda Generative AI AWS Microservices 135

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 101

Knowledge Base Artificial Inteligence Programming Generative AI 101

Progress

JANUARY 25, 2019

The serverless functionality within the Kinvey high productivity platform can deliver big benefits for your apps. Learn four ways to create serverless functions with Kinvey and how you can use them. This is no more true than it is for some of "serverless" features. Creating Serverless Functions. NOTE : New to Kinvey?

Serverless 40

Serverless Authentication Software Review Firewall 40

Trigent

MARCH 29, 2023

Flexible Architecture that’s based on Serverless Cloud-Native Technology The importance of providing a unified experience while offering embedded insurance needs to be reinforced and be an essential design parameter for the Engineering team. Adopting a Cloud Native, Serverless approach offers immense flexibility.

Insurance 95

Insurance Strategy Serverless Big Data 95

AWS Machine Learning - AI

NOVEMBER 18, 2024

To address this challenge, this post demonstrates a proactive approach for security vulnerability assessment of your accounts and workloads, using Amazon GuardDuty , Amazon Bedrock , and other AWS serverless technologies. For a complete list of GuardDuty findings, refer to the GetFindings API.

Lambda 67

Lambda Cloud AWS Generative AI 67

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 103

Generative AI AWS Artificial Inteligence Enterprise 103

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 127

Generative AI Artificial Inteligence Systems Review Software Review 127

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 115

Generative AI Artificial Inteligence Technical Review AWS 115

AWS Machine Learning - AI

NOVEMBER 20, 2024

The knowledge base is set up to use Amazon OpenSearch Serverless as its vector store and an Amazon Titan embeddings text model on Amazon Bedrock to create the embeddings. About the Authors Darrin Weber is a Senior Solutions Architect at AWS, helping customers realize their cloud journey with secure, scalable, and innovative AWS solutions.

Knowledge Base 75

Knowledge Base Artificial Inteligence Lambda AWS 75

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 112

Generative AI Artificial Inteligence Data AWS 112

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 112

Generative AI AWS Artificial Inteligence Innovation 112

AWS Machine Learning - AI

OCTOBER 31, 2024

If you don’t have an AWS account, refer to How do I create and activate a new Amazon Web Services account? If you don’t have an existing knowledge base, refer to Create an Amazon Bedrock knowledge base. Performance optimization The serverless architecture used in this post provides a scalable solution out of the box.

Generative AI 116

Generative AI Lambda Applications AWS 116

Apiumhub

MARCH 12, 2024

Serverless Computing: Event-Driven Efficiency Serverless computing, often referred to as Function as a Service (FaaS), allows developers to execute code in response to specific events without managing the underlying infrastructure. This event-driven model enhances efficiency, scalability, and cost-effectiveness.

Trends 52

Trends Innovation Cloud Technical Review 52

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 116

Knowledge Base Artificial Inteligence Generative AI AWS 116

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 110

Knowledge Base Artificial Inteligence Applications Lambda 110

AWS Machine Learning - AI

OCTOBER 15, 2024

Scalability and reusability : Promote scalability and reusability across different AWS migration projects. Additionally, modular design facilitates scalability by allowing users to scale the migration operation up or down based on workload demands. For more information, refer to Model access.

Lambda 88

Lambda Knowledge Base AWS Generative AI 88

AWS Machine Learning - AI

AUGUST 28, 2024

For example, you can enter, “Tell me how to start a new Serverless application from scratch?” Please refer to the official documentation to troubleshoot data source connectors. Please refer to the official documentation to troubleshoot data source connectors. To begin, enter a natural language question in the Enter a prompt.

Generative AI 116

Generative AI Software Review Cloud AWS 116