AWS Machine Learning - AI

OCTOBER 31, 2024

Performance optimization The serverless architecture used in this post provides a scalable solution out of the box. Lior Perez is a Principal Solutions Architect on the construction team based in Toulouse, France.

Generative AI 125

Generative AI Lambda Applications AWS 125

Stackery

JULY 1, 2020

Information security & serverless applications. Modern applications are constructed via collections of managed services. For example, a three-tier application can be constructed using an API Gateway HTTP API , some Lambda Functions, and a DynamoDB Table. Relational databases like Aurora Serverless are an example of this.

Serverless 72

Serverless AWS Authentication Lambda 72

O'Reilly Media - Ideas

JANUARY 14, 2020

Get a basic understanding of serverless, then go deeper with recommended resources. Serverless is a trend in computing that decouples the execution of code, such as in web applications, from the need to maintain servers to run that code. Serverless also offers an innovative billing model and easier scalability.

Serverless 57

Serverless Lambda AWS Architecture 57

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

AWS Machine Learning - AI

MARCH 20, 2025

We dont focus on defining these services in this post, but we do use them to show use cases for the new Amazon Bedrock features within SageMaker Unified Studio.

Generative AI 119

Generative AI Systems Review System Lambda 119

TechCrunch

OCTOBER 5, 2021

Direktiv : It’s honestly a bit over my head, but Direktiv pitches itself as a platform-agnostic “event-driven serverless orchestration engine” in the cloud. EMBER Medical : A telemedicine and doctor-visit booking platform built for the Middle East/North Africa. Image Credits: Tensorfield.

Company 197

Company Blockchain Virtualization Retail 197

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. For the web portal component, we are currently deploying the Streamlit application in a local desktop environment.

Generative AI 125

Generative AI Virtualization Technical Advisors AWS 125

Netlify

OCTOBER 5, 2020

Finalists: FaunaDB , a global serverless database that rethinks the client-server relationship. This award will recognize a disruptive and outstanding product, service or project in the Jamstack ecosystem that has changed the way we build websites and apps. Eleventy , a simpler static site generator. Community Organizer of the year.

Serverless 144

Serverless Social Open Source Construction 144

O'Reilly Media - Ideas

MAY 19, 2020

So we constructed a survey and ran it earlier this year: from January 9th through January 31st, 2020. Serverless Stagnant. We didn’t attempt to define serverless precisely, but for many people in our audience, serverless means “function-as-a-service” (for example, AWS Lambda). All told, we received 1,283 responses.

Cloud 144

Cloud Microservices Serverless Survey 144

AWS Machine Learning - AI

MAY 17, 2024

With prompt chaining, you construct a set of smaller subtasks as individual prompts. Then construct an email response based on the sentiment you determine and enclose the email in JSON format. Visit Serverless Land for more Step Functions workflows. Together, these subtasks make up the overall complex task.

Generative AI 138

Generative AI Artificial Inteligence Systems Review Software Review 138

AWS Machine Learning - AI

JUNE 20, 2024

Constructing SQL queries from natural language isn’t a simple task. Figure 2: High level database access using an LLM flow The challenge An LLM can construct SQL queries based on natural language. Figure 2: High level database access using an LLM flow The challenge An LLM can construct SQL queries based on natural language.

Artificial Inteligence 117

Artificial Inteligence UI/UX Generative AI Construction 117

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Client profiles – We have three business clients in the construction, manufacturing, and mining industries, which are mid-to-enterprise companies. Pre-Construction Services - Feasibility Studies - Site Selection and Evaluation. Pre-Construction Services - Feasibility Studies - Site Selection and Evaluation.

Generative AI 130

Generative AI Artificial Inteligence Fractional CTO Guidelines 130

Stackery

JUNE 13, 2019

Back in Part I of Deploying a Serverless Data Processing Workflow with AWS Step Functions , Nuatu mentioned one key benefit of using step functions is their visibility into business critical workflows. We’ll enable error-handling on each task and construct the error messages sent to our subscribers using the ErrorNotifications topic.

Serverless 53

Serverless AWS Lambda Data 53

AWS Machine Learning - AI

JUNE 21, 2024

When a SageMaker endpoint is constructed, an S3 URI to the bucket containing the model artifact and Docker image is shared using Amazon ECR. Amazon Bedrock offers a practical environment for benchmarking and a cost-effective solution for managing workloads due to its serverless operation.

Artificial Inteligence 128

Artificial Inteligence Generative AI AWS Serverless 128

AWS Machine Learning - AI

MARCH 3, 2025

The results of the search include both serverless models and models available in Amazon Bedrock Marketplace. Deploy Pixtral 12B in Amazon Bedrock Marketplace On the Amazon Bedrock console, you can search for models that help you with a specific use case or language.

Insurance 113

Insurance AWS eCommerce Software Review 113

Xebia

JULY 20, 2023

What exacerbates the sense of chaos is the fact that everything is in flux and only a few foundational constructs are considered stable. The no-brainer equivalent on the server is (ironically) serverless computing, specifically FaaS. What Does Serverless Wasm Look Like? What Makes It a No-Brainer? A Working Example 1.

Serverless 100

Serverless Software Review Technical Review Systems Review 100

AWS Machine Learning - AI

MARCH 7, 2025

During the solution design process, Verisk also considered using Amazon Bedrock Knowledge Bases because its purpose built for creating and storing embeddings within Amazon OpenSearch Serverless. For constructing the tracked difference format, containing redlines, Verisk used a non-FM based solution.

Generative AI 106

Generative AI Technical Review Insurance Policies 106

Palo Alto Networks

FEBRUARY 19, 2021

DevOps, which governs the testing, security and deployment of software, is now increasingly constructing tool sets based on cloud computing models. . – Workflow agility : Instead of achieving perfect final products, an agile methodology looks at short, rapid iterations in the software development process.

Enterprise 97

Enterprise Cloud Serverless Infrastructure 97

AWS Machine Learning - AI

SEPTEMBER 26, 2024

For this example, we have uploaded some public domain documents from the Federal Aviation Administration (FAA) technical library relating to software, system standards, instrument flight rating, aircraft construction and maintenance, and more. This option uses OpenSearch Serverless as the vector store. Choose Next.

Artificial Inteligence 120

Artificial Inteligence Generative AI Knowledge Base AWS 120

Xebia

AUGUST 29, 2023

However, if you are coming from an AWS Lambda based serverless setup that scales to zero, VPC Lattice does add a significant fixed minimum cost to your bill. If you’re coming from a setup using Application Load Balancers in front of EC2 instances, VPC Lattice pricing looks quite similar.

AWS 130

AWS Load Balancer Microservices Lambda 130

AWS Machine Learning - AI

NOVEMBER 14, 2024

Being serverless, it allows secure integration and deployment of generative AI capabilities without managing infrastructure. Core benefits of Amazon Bedrock and Amazon Location Service Amazon Bedrock provides capabilities to build generative AI applications with security, privacy, and responsible AI practices.

Artificial Inteligence 113

Artificial Inteligence Generative AI Travel AWS 113

Palo Alto Networks

JANUARY 25, 2021

At Palo Alto Networks, our team is committed to delivering comprehensive Cloud Workload Protection capabilities across the cloud native continuum – securing hosts, containers and Kubernetes, and serverless functions – both at runtime and across the application lifecycle. Industry-Wide Need for Integrated Tools. Kubernetes Cluster Awareness.

Cloud 98

Cloud Serverless Compliance Policies 98

O'Reilly Media - Ideas

MAY 3, 2022

A virtual art museum for NFTs is still under construction, but it exists, and you can visit it. Web Assembly is making inroads; here’s a list of startups using wasm for everything from client-side media editing to building serverless platforms, smart data pipelines, and other server-side infrastructure. QR codes are awful.

Artificial Inteligence 125

Artificial Inteligence Trends Energy Software Review 125

High Scalability

FEBRUARY 22, 2019

Ross Mcilroy : we now believe that speculative vulnerabilities on today's hardware defeat all language-enforced confidentiality with no known comprehensive software mitigations, as we have discovered that untrusted code can construct a universal read gadget to read all memory in the same address space through side-channels.

Scalability 15

Scalability Internet Software Review Lambda 15

Stackery

JUNE 11, 2019

Serverless has the potential to bring massive ops advantages to projects of all sizes, but while it presents great business benefits, we need to spare a thought for how teams develop on serverless. A frequent response I’ve received since is ‘Why not use the SAM CLI tools to do local serverless?’ What does SAM Local let me do?

Lambda 58

Lambda Serverless AWS Resources 58

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 93

Media Social Serverless Artificial Inteligence 93

Netlify

APRIL 18, 2021

At Netlify, we want you to enjoy the same powerful workflows and abilities when building with serverless functions as you do when building the rest of your application. Alternatively, you can import the types HandlerEvent , HandlerContext and HandlerResponse separately and use them to construct a handler function. Local development.

Serverless 70

Serverless Construction Development Performance 70

O'Reilly Media - Ideas

FEBRUARY 21, 2019

To place the project into context, Ray and cloud functions ( FaaS , serverless ) currently sit somewhere in the middle between extremely flexible systems on one end or systems that are much more targeted and emphasize ease of use. Ray is being used in text mining, in the construction of knowledge graphs, and for graph queries.

Machine Learning 109

Machine Learning Artificial Inteligence Scalability Case Study 109

Stackery

AUGUST 15, 2019

Engineers have an overarching goal of using these skills to construct experiences that enable end-users to complete a task successfully and they hope to provide enjoyment and comfort along the way. Today, that means adopting “serverless” approaches that handle a lot of scalability and high availability concerns for you.

Software Engineering 49

Software Engineering Engineering Software Serverless 49

Palo Alto Networks

MARCH 18, 2019

Still on the bleeding edge, and not currently widely adopted in the enterprise, is the fourth evolution: serverless or function as a service (FaaS). Think in terms of physical construction. Driving container adoption is the speed of DevOps and a desire to make applications portable. Figure 2: Container Security Triad. .

Lambda 108

Lambda Serverless Internet Malware 108

AWS Machine Learning - AI

MARCH 7, 2024

Constructs a request payload for the Amazon Bedrock InvokeModel API. He is a technology enthusiast and a builder with a core area of interest on generative AI, serverless, and DevOps. Upon submission, the Streamlit web application updates an Amazon DynamoDB table with image details. Invokes the Amazon Bedrock InvokeModel API action.

AWS 142

AWS Lambda Generative AI Report 142

CloudGeometry

MARCH 3, 2022

When thinking about billing events, the challenge is to construct a set of value events that provides your customers a choice of price points. Not all SaaS platforms have the freedom to start fresh with cloud-native constructs like containers, serverless, and microservices.

Metrics 130

Metrics Architecture Cloud Strategy 130

O'Reilly Media - Ideas

SEPTEMBER 1, 2021

FaunaDB is a distributed document database designed for serverless architectures. Time crystals are a theoretical construct that has a structure that constantly changes but repeats over time, without requiring additional energy. Google may have created the first time crystals in a quantum computer.

Trends 140

Trends Wireless Research Open Source 140

Altexsoft

JANUARY 14, 2021

Traditional or on-premise data warehouses have three standard approaches to constructing their architecture layers: single-tier, two-tier, and three-tier architectures. Although cloud-based data warehouse vendors often use slightly different approaches to constructing their architectures. Traditional data warehouse architecture.

Backup 115

Backup Azure Software Review Architecture 115

CloudGeometry

FEBRUARY 7, 2022

Isolation vs. Authentication & Authorization Isolation is a fundamental choice in a SaaS architecture because security and reliability are not a single construct. Legacy Architecture – the constructs of the legacy architecture that supports an application also directly affect the choice of isolation model.

Architecture 130

Architecture Policies Resources Construction 130

AWS Machine Learning - AI

AUGUST 2, 2024

We partnered with Keepler , a cloud-centered data services consulting company specialized in the design, construction, deployment, and operation of advanced public cloud analytics custom-made solutions for large organizations, in the creation of the first generative AI solution for one of our corporate teams.

Artificial Inteligence 129

Artificial Inteligence Generative AI Energy Knowledge Base 129

Netlify

APRIL 13, 2021

Until now, if you wanted to significantly reduce your build time, you could either break your site into several microsites (sharding) or you could rely on framework-specific caching constructs. On-demand Builders are configured using Netlify’s serverless functions. How On-demand Builders work today.

Software Review 97

Software Review Serverless Architecture Construction 97