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. For instance, a financial firm might prefer its Q&A bot to source answers from its latest internal documents, ensuring accuracy and compliance with its business rules.

Artificial Inteligence 113

Artificial Inteligence Serverless Engineering Machine Learning 113

Apiumhub

SEPTEMBER 27, 2023

This is the second post in a two-part series exploring the world of Serverless and Edge Runtime. In the previous post, we got familiar with serverless; the main focus of this post will be the Edge Runtime, where it can be useful, and what its caveats are. We’ll have to convert our code either to TypeScript, or Javascript.

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Serverless Software Review Lambda AWS 99

AWS Machine Learning - AI

OCTOBER 11, 2024

A streamlined process should include steps to ensure that events are promptly detected, prioritized, acted upon, and documented for future reference and compliance purposes, enabling efficient operational event management at scale. It contains the latest AWS documentation on selected topics.

Cloud 93

Cloud AWS Serverless Policies 93

Erik Bernhardsson

APRIL 18, 2021

Truly serverless. Serverless doesn't mean it's a burstable VM that saves its instance state to disk during periods of idle. I'm dreaming of a world where things are truly serverless. Eventually, it evolves into its own super-custom DSL with its own documentation. Can't wait. I don't want to pay for idle resources.

Infrastructure 348

Infrastructure Software Serverless Resources 348

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 123

Generative AI Artificial Inteligence AWS Technical Review 123

AWS Machine Learning - AI

NOVEMBER 6, 2024

With Amazon Q Business , Hearst’s CCoE team built a solution to scale cloud best practices by providing employees across multiple business units self-service access to a centralized collection of documents and information. User authorization for documents within the individual S3 buckets were controlled through access control lists (ACLs).

Generative AI 99

Generative AI Government Technical Review Innovation 99

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 integrate and deploy them into your applications using the AWS tools without having to manage any infrastructure. You will be given two documents to compare. Here are the two documents.

Generative AI 103

Generative AI Video Analysis Technical Review 103

Dzone - DevOps

MAY 1, 2023

With the growth of the application modernization demands, monolithic applications were refactored to cloud-native microservices and serverless functions with lighter, faster, and smaller application portfolios for the past years.

Serverless 94

Serverless Lambda Data AWS 94

AWS Machine Learning - AI

NOVEMBER 7, 2024

Access to car manuals and technical documentation helps the agent provide additional context for curated guidance, enhancing the quality of customer interactions. The workflow includes the following steps: Documents (owner manuals) are uploaded to an Amazon Simple Storage Service (Amazon S3) bucket.

Lambda 122

Lambda Enterprise Automotive Knowledge Base 122

Stackery

SEPTEMBER 3, 2019

That’s right, while you were avoiding the back-to-school rush at Office Depot, cutting the crusts off PB&Js, and taking the layers out of mothballs (confession: I have never seen let alone used a single mothball), Serverless Summer School began winding down and is now over for the season. SSS: Serverless Confidence, AWS Proficiency.

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Serverless AWS Lambda Part-Time VPE 71

Stackery

MAY 22, 2019

With Serverless, it’s not the technology that’s hard, it’s understanding the language of a new culture and operational model. Serverless architecture has coined some new terms and, more confusingly, re-used a few older terms with new meanings. This glossary will clarify some of them. For now, we’re sticking with ‘App’.

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Serverless Lambda AWS Resources 74

TechCrunch

MARCH 29, 2022

When Pinecone launched last year, the company’s message was around building a serverless vector database designed specifically for the needs of data scientists. He says that today that semantically rich approach is driving customers to use Pinecone.

Data 216

Data Artificial Inteligence Serverless Machine Learning 216

The Agile Monkey

JUNE 7, 2019

When serverless pops up in conversation, there is sometimes an uncomfortable silence in the room. This is possibly because the majority of us don’t know much about serverless. Serverless is the new paradigm for building applications. Hopefully, you’ll know more after you read this post!

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Serverless Lambda AWS Software Review 75

AWS Machine Learning - AI

MARCH 5, 2025

For example, consider how the following source document chunk from the Amazon 2023 letter to shareholders can be converted to question-answering ground truth. To convert the source document excerpt into ground truth, we provide a base LLM prompt template. Further, Amazons operating income and Free Cash Flow (FCF) dramatically improved.

Generative AI 74

Generative AI Systems Review Software Review Artificial Inteligence 74

Stackery

FEBRUARY 5, 2020

However, in the past few years we have witnessed some recurring deployment errors while helping customers on their serverless journeys, so I thought I’d share them and their solutions in hopes of making them a little less common?—or brokenApi : Type : AWS::Serverless::Api. workingApi : Type : AWS::Serverless::Api.

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Serverless AWS How To Resources 98

AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. There might also be costs associated with using Google services.

Generative AI 117

Generative AI Lambda Applications AWS 117

AWS Machine Learning - AI

DECEMBER 11, 2024

This enables sales teams to interact with our internal sales enablement collateral, including sales plays and first-call decks, as well as customer references, customer- and field-facing incentive programs, and content on the AWS website, including blog posts and service documentation.

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AWS Generative AI Technical Review Artificial Inteligence 92

Stackery

MAY 29, 2019

If you’ve built a serverless application or two, you’re probably familiar with the benefits of serverless architecture. There’s another side to the serverless story: developer workflow. Understanding the benefits of serverless is easy, but building serverless apps well requires effective development workflows.

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Serverless Lambda Development AWS 71

AWS Machine Learning - AI

NOVEMBER 19, 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.

Knowledge Base 92

Knowledge Base Generative AI Technical Review Lambda 92

Xebia

MARCH 11, 2025

Ingesting data into an OpenSearch cluster looks easy if you read the documentation. For this use-case, I used StepFunctions (but avoid costly loops ) each document coming in will trigger an execution. In my case, I wanted to be able to search the document with semantic meaning. Where did the other documents go?

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AWS Knowledge Base Lambda Serverless 147

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. Documentation. You can find a comprehensive list in the AWS Lambda documentation here. Capacity and Support . AWS Lambda. 0.000016/GB-s.

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Serverless Lambda Cloud Azure 70

CIO

AUGUST 1, 2022

Coleman’s team worked closely with Regulatory Affairs to identify requirements around document types, languages, and so on. The Lilly Translate API and UI are delivered via a serverless tech stack built on Node.js, Python,NET, and Docker. It can be accessed via mobile devices, web browsers, and programmatically through the secure API.

Technical Review 193

Technical Review Development Team Review Pharmaceuticals Software Review 193

Stackery

JUNE 26, 2019

When I browse Stackery’s documentation and blog, I see some great writing that I know not everyone has read. Learn what Serverless is… and isn’t. This post was inspired by reading an article on serverless as a general topic that managed to get almost every detail wrong. Local Development with Stackery. Get Over the VPC Roadbump.

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Serverless Lambda Development Microservices 61

AWS Machine Learning - AI

OCTOBER 29, 2024

Cost optimization – This solution uses serverless technologies, making it cost-effective for the observability infrastructure. For a detailed breakdown of the features and implementation specifics, refer to the comprehensive documentation in the GitHub repository. However, some components may incur additional usage-based costs.

Generative AI 104

Generative AI Applications AWS Knowledge Base 104

AWS Machine Learning - AI

FEBRUARY 11, 2025

Large-scale data ingestion is crucial for applications such as document analysis, summarization, research, and knowledge management. These tasks often involve processing vast amounts of documents, which can be time-consuming and labor-intensive. This solution uses the powerful capabilities of Amazon Q Business.

Knowledge Base 84

Knowledge Base Lambda Enterprise AWS 84

AWS Machine Learning - AI

MARCH 7, 2025

Mozart, the leading platform for creating and updating insurance forms, enables customers to organize, author, and file forms seamlessly, while its companion uses generative AI to compare policy documents and provide summaries of changes in minutes, cutting the change adoption time from days or weeks to minutes.

Generative AI 73

Generative AI Technical Review Insurance Policies 73

Xebia

MAY 21, 2024

This may include breaking monolithic applications into microservices, containerizing applications using Docker and Kubernetes, or adopting serverless computing with AWS Lambda. Adoption of Cloud-Native Technologies: Companies embrace cloud-native technologies such as containers, serverless computing, and microservices architecture.

AWS 130

AWS Strategy Serverless Microservices 130

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.

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Serverless Artificial Inteligence AWS Software Review 80

The Crazy Programmer

SEPTEMBER 16, 2019

Its structure of saving the data is different because it stores data in a document which is like JSON. It uses the most popular document store database model. So, It has some great features like document-oriented storage, ease of use, high performance, fast execution of queries and maintenance of database backup is easy.

Serverless 31

Serverless Backup Scalability Business Intelligence 31

AWS Machine Learning - AI

NOVEMBER 7, 2024

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. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 106

Generative AI AWS Enterprise Artificial Inteligence 106

Stackery

MARCH 1, 2020

Last week, I joined an awesome lineup of speakers and serverless users in Tennessee for the inaugural ServerlessDays Nashville conference. Whether you help architect serverless applications at work or you’re just getting started in the community, chances are you’ve caught wind of a ServerlessDays event. Enter serverless.

Serverless 59

Serverless Technical Review Software Review AWS 59

AWS Machine Learning - AI

MARCH 14, 2025

Whether processing invoices, updating customer records, or managing human resource (HR) documents, these workflows often require employees to manually transfer information between different systems a process thats time-consuming, error-prone, and difficult to scale. The following diagram illustrates the solution architecture.

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AWS Generative AI Linux Groups 103

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?

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Serverless Azure AWS Architecture 68

Netlify

SEPTEMBER 9, 2019

FaunaDB is a serverless cloud database with a native GraphQL API. The complete documentation for this add-on can be found here. The FaunaDB Add-on for Netlify extends the productivity of the serverless experience to application data, which is in strong demand within the JAMstack community. What is FaunaDB? A New Login Option.

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Serverless Applications Cloud Data 22

Xicom

MARCH 16, 2021

Nowadays, the cliche “serverless architecture” is the latest addition in the technology wordbook, prevailing following the launch of AWS (Amazon Web Services) Lambada in 2014. While the gospel truth is serverless, architecture proffers the promise of writing codes without any ongoing server administration apprehension.

Serverless 59

Serverless Lambda Development Microservices 59

AWS Machine Learning - AI

OCTOBER 29, 2024

Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times. These insights are stored in a central repository, unlocking the ability for analytics teams to have a single view of interactions and use the data to formulate better sales and support strategies.

Generative AI 105

Generative AI Video Engineering Artificial Inteligence 105

TechCrunch

JANUARY 4, 2023

When setting up a data model, SurrealDB users can choose between simple documents, documents with embedded fields or related graph connections between records, Tobie says — depending on the nature of the data being stored.

Open Source 194

Open Source Cloud Serverless Analytics 194