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. The following diagram shows our solution architecture.

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Confluent

FEBRUARY 13, 2019

Part 1 of this series discussed why you need to embrace event-first thinking, while this article builds a rationale for different styles of event-driven architectures and compares and contrasts scaling, persistence and runtime models. In this way, we don’t think about solution architecture in just one dimension. Data evolution.

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Netlify

OCTOBER 5, 2020

Mapping to our theme for the conference, the Jamstack is not just an architecture for static sites, it’s changing the way we deliver software via the web. Finalists: FaunaDB , a global serverless database that rethinks the client-server relationship. Jamstack web app of the year. Eleventy , a simpler static site generator.

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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.

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AWS Machine Learning - AI

MAY 17, 2024

With prompt chaining, you construct a set of smaller subtasks as individual prompts. The application uses event-driven architecture (EDA), a powerful software design pattern that you can use to build decoupled systems by communicating through events. Visit Serverless Land for more Step Functions workflows.

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AWS Machine Learning - AI

MARCH 7, 2025

In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline. The following diagram illustrates the solution architecture. For constructing the tracked difference format, containing redlines, Verisk used a non-FM based solution.

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Tandem

SEPTEMBER 12, 2023

Microservice architecture has been a hot topic in the realm of software development for a while now. It’s often portrayed as a revolutionary method for constructing software systems that are scalable, adaptable, and efficient. However, like any technology, it has its strengths and weaknesses.

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CloudGeometry

FEBRUARY 7, 2022

Behind the curtain, selling essentially the same software to different users and companies, again and again, relies on a distinct product architecture: secure multi-tenancy. Tenant isolation is the keystone of the SaaS architecture, holding it all together and keeping it up and running. Let’s take a closer look.

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CloudGeometry

MARCH 3, 2022

Second, there is no one-size-fits-all SaaS architecture (the second principle is a corollary of the first). The challenge is to build common ground between business and architecture so as to translate business assumptions into critical technical solution inputs. First, SaaS is a business strategy, not a technology strategy.

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Altexsoft

JANUARY 14, 2021

We’ll review all the important aspects of their architecture, deployment, and performance so you can make an informed decision. Data warehouse architecture. The architecture of a data warehouse is a system defining how data is presented and processed within a repository. Traditional data warehouse architecture.

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AWS Machine Learning - AI

NOVEMBER 14, 2024

Architecture The following figure shows the architecture of the solution. Being serverless, it allows secure integration and deployment of generative AI capabilities without managing infrastructure. The workflow of the solution uses the following steps. _validate_tools(tools) _output_parser = output_parser or cls._get_default_output_parser()

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AWS Machine Learning - AI

JUNE 21, 2024

Solution overview eSentire customers expect rigorous security and privacy controls for their sensitive data, which requires an architecture that doesn’t share data with external large language model (LLM) providers. The following diagram visualizes the architecture diagram and workflow.

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Xebia

AUGUST 29, 2023

In a well-architected microservice architecture, there is a good chance this is true. 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. However, it does have consequences. The answer is: maybe.

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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.

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CIO

JUNE 13, 2023

The world of locking doors and protecting physical access is left to locksmiths, carpenters, and construction managers. Reliable computing Trustworthy systems have always been the goal for developers but lately some high-profile events are convincing some IT managers that better architectures and practices are necessary.

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AWS Machine Learning - AI

MARCH 3, 2025

Mistral developed a novel architecture for Pixtral 12B, optimized for both computational efficiency and performance. This architecture supports processing an arbitrary number of images of varying sizes within a large context window of 128k tokens. License agreements are a critical decision factor when using open-weights models.

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AWS Machine Learning - AI

SEPTEMBER 26, 2024

In many generative AI applications built on proprietary technical document libraries, these concerns can be addressed by using the RAG architecture. This architecture combines a general-purpose large language model (LLM) with a customer-specific document database, which is accessed through a semantic search engine.

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AWS Machine Learning - AI

MARCH 7, 2024

The following diagram provides a simplified view of the solution architecture and highlights the key elements. 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.

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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.

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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.

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Netlify

APRIL 13, 2021

Along with the proposal for Distributed Persistent Rendering (DPR) , this release represents the first step forward in a significant evolution of the Jamstack architecture to support larger websites and faster development cycles—across any JavaScript framework. On-demand Builders are configured using Netlify’s serverless functions.

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Cloudera

JANUARY 17, 2024

It allows developers to interactively design data flows in a drag and drop designer, which can be deployed as continuously running, auto-scaling flow deployments or event-driven serverless functions. Target architecture: connecting the pieces The key to insightful Grafana dashboards is having access to relevant application metrics.

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Apiumhub

NOVEMBER 6, 2023

with a lot of new features like view transitions, faster-rendering performance, SSR enhancements for serverless, and optimized build output, which we will cover later in the article. Astro fully embraces this Island architecture and it divides the user interface (UI) into smaller, isolated components known as “Astro Islands.”

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AWS Machine Learning - AI

JUNE 18, 2024

In the third step, you can use extracted text and data to construct meaningful enhancements for these documents. AWS architecture The following figure illustrates the extended architecture of the sample system and explains how you can use AWS services to integrate the end-to-end process.

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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.

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AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. The following figure illustrates the core architecture for the NLQ capability.

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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. Solving the hardest software problems we face usually means adopting the best architectural patterns available.

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AWS Machine Learning - AI

SEPTEMBER 6, 2024

Understanding the intrinsic value of data network effects, Vidmob constructed a product and operational system architecture designed to be the industry’s most comprehensive RLHF solution for marketing creatives. Use case overview Vidmob aims to revolutionize its analytics landscape with generative AI.

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Altexsoft

SEPTEMBER 11, 2019

If the language is an ABC, a framework can be thought of as a phrasebook, allowing you to construct sentences and communicate. The name of a framework is read as English “view”, and it corresponds to the traditional Model- View -Controller (MVC) architecture. Model View Controller architecture. focuses the view layer by default.

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Confluent

MAY 9, 2019

Journey to Event Driven – Part 2: Programming Models for the Event-Driven Architecture. Journey to Event Driven – Part 3: The Affinity Between Events, Streams and Serverless. The most challenging goal of any application architecture is simplicity, but it is possible to achieve. Out of the Tar Pit, 2006. Business function.

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Capgemini

DECEMBER 10, 2020

This utilizes AWS Step Functions to sequence AWS Lambda Functions in a serverless way. The planning and construction took longer than building a standard, non-configurable venue, but the payoff is a space that adapts to various needs – without having to build a whole new theater for each. It’s pretty cool, and clean.

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Modus Create

OCTOBER 1, 2019

Ionic 4 web components retain native-like platform UX, allowing engineers the freedom to construct layouts instead of worrying about inconsistencies. Cloudflare Workers make serverless computing effortless, blurring the line between front-end and back-end development. This stack also narrows down the technical scope.

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Netflix Tech

SEPTEMBER 29, 2022

One of the things that make Timestone different from other priority queues is its support for a construct we call exclusive queues  — this is a means to mark chunks of work as non-parallelizable, without requiring any locking or coordination on the consumer side; everything is taken care of by the exclusive queue in the background.

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AWS Machine Learning - AI

MARCH 28, 2024

With the advancements being made with LLMs like the Mixtral-8x7B Instruct , derivative of architectures such as the mixture of experts (MoE) , customers are continuously looking for ways to improve the performance and accuracy of generative AI applications while allowing them to effectively use a wider range of closed and open source models.

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AWS Machine Learning - AI

OCTOBER 24, 2024

The agent can recommend software and architecture design best practices using the AWS Well-Architected Framework for the overall system design. It can generate and explain code snippets for UI and backend tiers in the language of your choice to improve developer productivity and facilitate rapid development of use cases.

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AWS Machine Learning - AI

JUNE 5, 2024

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

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Honeycomb

MARCH 5, 2024

I will be showing these steps using a Lambda written in Python and created and deployed using AWS Serverless Application Model (AWS SAM). We will use SAM template substitution to take care of the correct value for <region> For the correct value of <architecture> , the default value that SAM sets is x86_64. telemetry.go:86","msg":"Setting

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