AWS Machine Learning - AI

NOVEMBER 7, 2024

In the first part of the series, we showed how AI administrators can build a generative AI software as a service (SaaS) gateway to provide access to foundation models (FMs) on Amazon Bedrock to different lines of business (LOBs). Shared components refer to the functionality and features shared by all tenants.

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Generative AI AWS Artificial Inteligence Enterprise 107

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. All the code for this post is available in the GitHub repo. Review and prepare the dataset.

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Serverless Artificial Inteligence Engineering Generative AI 121

AWS Machine Learning - AI

NOVEMBER 7, 2024

The solution presented in this post takes approximately 15–30 minutes to deploy and consists of the following key components: Amazon OpenSearch Service Serverless maintains three indexes : the inventory index, the compatible parts index, and the owner manuals index. Review and approve these if you’re comfortable with the permissions.

Lambda 122

Lambda Enterprise Automotive Knowledge Base 122

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.

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Serverless Systems Review Storage Technical Review 179

AWS Machine Learning - AI

NOVEMBER 22, 2023

Advantages of using SageMaker JumpStart With SageMaker JumpStart, ML practitioners can choose from a broad selection of state-of-the-art models for use cases such as content writing, image generation, code generation, question answering, copywriting, summarization, classification, information retrieval, and more.

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Artificial Inteligence Serverless Engineering Machine Learning 114

AWS Machine Learning - AI

AUGUST 28, 2024

For example, using an AI-based coding companion such as Amazon Q Developer can boost development productivity by up to 30 percent. GitHub (Cloud) is a popular development platform that helps teams build, scale, and deliver software used by more than 100 million developers and over 4 million organizations worldwide.

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Generative AI Software Review Cloud AWS 118

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. Refer to the GitHub repository for deployment instructions.

Knowledge Base 95

Knowledge Base Generative AI Technical Review AWS 95

AWS Machine Learning - AI

MARCH 20, 2025

Update the due date for a JIRA ticket. Deploy the solution Complete the following deployment steps: Download the code from GitHub. Deploy the solution Complete the following deployment steps: Download the code from GitHub. Review and choose Create project to confirm. List recent customer interactions.

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Generative AI Systems Review System Lambda 101

AWS Machine Learning - AI

MAY 17, 2024

In this blog post, you will learn about prompt chaining, how to break a complex task into multiple tasks to use prompt chaining with an LLM in a specific order, and how to involve a human to review the response generated by the LLM. For most reviews, the system auto-generates a reply using an LLM.

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Generative AI Artificial Inteligence Systems Review Software Review 131

AWS Machine Learning - AI

DECEMBER 11, 2024

In the same spirit of using generative AI to equip our sales teams to most effectively meet customer needs, this post reviews how weve delivered an internally-facing conversational sales assistant using Amazon Q Business. Software Development Manager based in Seattle with over a decade of experience at AWS. Jonathan Garcia is a Sr.

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AWS Generative AI Technical Review Artificial Inteligence 94

Xebia

MAY 21, 2024

Modernizing on AWS refers to migrating and transforming traditional applications, workloads, and infrastructure to leverage the benefits of cloud computing and AWS services. Adoption of Cloud-Native Technologies: Companies embrace cloud-native technologies such as containers, serverless computing, and microservices architecture.

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AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

MARCH 3, 2025

Unlike many open source alternatives, Pixtral 12B achieves strong results in text-based benchmarkssuch as instruction following, coding, and mathematical reasoningwithout sacrificing its proficiency in multimodal tasks. To learn more about how IAM works with Amazon Bedrock Marketplace, refer to Set up Amazon Bedrock Marketplace.

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Insurance AWS eCommerce Software Review 82

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 82

Tenable

JULY 24, 2024

Organizations that have used Google Cloud Platform’s Cloud Functions – a serverless execution environment – could be impacted by a privilege escalation vulnerability discovered by Tenable and dubbed as “ConfusedFunction.” Cloud Functions in GCP are event-triggered, serverless functions. What are Cloud Functions?

Cloud 143

Cloud Google Cloud Software Review Serverless 143

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.

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Serverless Technical Review Software Review AWS 59

Xebia

JANUARY 15, 2024

When you speak with software developers, they will probably tell you that they use design patterns. I have noticed the same behavior with serverless. For example, you can use the console to create a function and type your code in an editor via your browser. Obviously, this is fine for experimentation and learning purposes.

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Lambda AWS Software Review Serverless 130

AWS Machine Learning - AI

AUGUST 21, 2024

Amazon DataZone allows you to create and manage data zones , which are virtual data lakes that store and process your data, without the need for extensive coding or infrastructure management. Enterprises can use no-code ML solutions to streamline their operations and optimize their decision-making without extensive administrative overhead.

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Artificial Inteligence Machine Learning Government Software Review 112

CIO

NOVEMBER 2, 2023

Awareness of FinOps practices and the maturity of software that can automate cloud optimization activities have helped enterprises get a better understanding of key cost drivers,” McCarthy says, referring to the practice of blending finance and cloud operations to optimize cloud spend. year over year in 2023, which is down from the 27.6%

Strategy 211

Strategy Cloud Data Center Budget 211

Gorilla Logic

SEPTEMBER 5, 2019

In this Fn Project tutorial, you will learn the basic features of Fn Project by creating a serverless cloud and installing it on your own infrastructure. This will illustrate some of the most useful concepts of Fn Project and help you get familiarized with this lightweight and simple serverless platform. . What is Serverless? .

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Serverless Cloud Software Review Azure 12

Prisma Clud

OCTOBER 19, 2023

Having pivoted away from traditional monolithic application models, today’s DevOps teams routinely leverage technologies like containers and serverless architectures to build microservices-based applications distributed across vast ecosystems. Video: Learn how to remediate misconfigurations, first in code and then in the cloud.

Software Review 80

Software Review Cloud Weak Development Team DevOps 80

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

AWS Machine Learning - AI

FEBRUARY 11, 2025

For example, if your dataset includes product descriptions, customer reviews, and technical specifications, you can use relevance tuning to boost the importance of certain fields. For information about deploying the Amazon Q Business application with sample boosting and guardrails, refer to the GitHub repo.

Knowledge Base 85

Knowledge Base Lambda Enterprise AWS 85

AWS Machine Learning - AI

JUNE 18, 2024

As of this writing, Ghana ranks as the 27th most polluted country in the world , facing significant challenges due to air pollution. Cost-effective – The solution should only invoke LLM to generate reusable code on an as-needed basis instead of manipulating the data directly to be as cost-effective as possible.

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Generative AI Artificial Inteligence Technical Review AWS 120

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.

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Serverless Cloud Data Azure 59

Xebia

JULY 20, 2023

Of course, the real low hanging fruit would be the original reason for Wasm: code execution in a browser environment. The no-brainer equivalent on the server is (ironically) serverless computing, specifically FaaS. Reducing the package size and the amount of unnecessary code execution both result in the same benefit.

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Serverless Software Review Technical Review Systems Review 100

AWS Machine Learning - AI

JANUARY 29, 2025

Intelligent document processing , translation and summarization, flexible and insightful responses for customer support agents, personalized marketing content, and image and code generation are a few use cases using generative AI that organizations are rolling out in production. You determine what qualifies based on your company policies.

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Generative AI Organization Enterprise Artificial Inteligence 81

AWS Machine Learning - AI

MARCH 20, 2025

Amazon Bedrock also allows you to choose various models for different use cases, making it an obvious choice for the solution due to its flexibility. QuickSight can be configured through multiple data sources (for more information, refer to Supported data sources ). For example, Anthropics Claude Sonnet 3.5

Generative AI 59

Generative AI Artificial Inteligence Metrics AWS 59

AWS Machine Learning - AI

MAY 31, 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 Amazon Web Services (AWS) tools without having to manage infrastructure. Review the summary page, select the Data source and choose Sync.

Knowledge Base 125

Knowledge Base Artificial Inteligence AWS Serverless 125

Xebia

JANUARY 18, 2024

Region Evacuation with DNS approach: At this point, we will deploy the previous web server infrastructure in several regions, and then we will start reviewing the DNS-based approach to regional evacuation, leveraging the power of AWS Route 53. You can find the corresponding code for this blog post here.

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AWS Network Load Balancer Software Review 147

Perficient

FEBRUARY 20, 2023

In this article, we’re going to explore how to deploy an AWS serverless infrastructure capable of storing and releasing data through typical actions (transcription, call recording, sending SMS through messaging services, etc.) You should then end up at the Review screen where you can finalize the creation of your user: 6.

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Serverless AWS Lambda Infrastructure 64

AWS Machine Learning - AI

MAY 30, 2024

Vitech is a global provider of cloud-centered benefit and investment administration software. With Bedrock’s serverless experience, one can get started quickly, privately customize FMs with their own data, and easily integrate and deploy them into applications using the AWS tools without having to manage any infrastructure.

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Artificial Inteligence Technical Review Development Team Review Software Review 123

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?

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Serverless Applications Technical Review Microservices 52

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. Even with open source libraries, significant effort is required to write code, determine optimal chunk size, generate embeddings, and more. For more information, refer to Model access.

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Knowledge Base Artificial Inteligence Applications Lambda 116

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 125

Healthcare Artificial Inteligence Analysis Lambda 125

Codegiant

JULY 18, 2020

The Complete Review [2020] I’ve created this “BitBucket vs GitHub” content piece to help you make a better decision when picking between the two. billion at the beginning of June 2018, a lot of software developers criticized the upcoming acquisition. Microsoft, in the early 2000s, was known as not a big fan of open source software.

Software Review 59

Software Review Technical Review Systems Review UI/UX 59

Altexsoft

JANUARY 14, 2021

When reviewing BI tools , we described several data warehouse tools. In this article, we’ll take a closer look at the top cloud warehouse software, including Snowflake, BigQuery, and Redshift. We’ll review all the important aspects of their architecture, deployment, and performance so you can make an informed decision.

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Backup Azure Software Review Architecture 115

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.

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Serverless Applications Cloud AWS 52