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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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 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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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

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.

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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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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.

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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 113

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

OpenCredo

FEBRUARY 11, 2022

Serverless computing, or functions-as-a-service, has picked up a lot of attention and speed due to its cost-effective pay-as-you-go price offering, multi-language/runtime support, as well as its easy learning curve without any need to provide the infrastructure layer. Serverless functions focus on building functions as microservices.

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Serverless Testing Software Review Lambda 52

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?

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Cloud Google Cloud Software Review Serverless 142

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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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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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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AWS Machine Learning - AI

NOVEMBER 20, 2024

This technology allows for automated responses, with only complex cases requiring manual review by a human, streamlining operations and enhancing overall productivity. 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.

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AWS Machine Learning - AI

OCTOBER 24, 2024

In this post, we set up an agent using Amazon Bedrock Agents to act as a software application builder assistant. Solution overview Typically, a three-tier software application has a UI interface tier, a middle tier (the backend) for business APIs, and a database tier. Explain the following code in lucid, natural language to me.

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AWS Machine Learning - AI

NOVEMBER 22, 2024

Since 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. We're more than happy to provide further references upon request. We must also include.$

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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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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%

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Cloud Strategy Data Center Generative AI 342

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?

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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.

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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.

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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.

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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 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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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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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. This is often necessary due to messiness and inconsistencies in real-world data.

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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 123

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AWS Machine Learning - AI

SEPTEMBER 30, 2024

We use Mistral for this use case because this model supports a 32,000-token context capacity and is fluent in English, French, Italian, German, Spanish, and coding languages. You need to review the terms and conditions and request access to the model by submitting your details. Mistral-7B-v0.3

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Artificial Inteligence Generative AI AWS Software Review 84

AWS Machine Learning - AI

SEPTEMBER 25, 2024

Traditionally, the content creation process has been a time-consuming task involving multiple steps such as ideation, research, writing, editing, design, and review. With recent advancements in vision LLMs, creators can use visual input, such as reference images, to start the content creation process. Next is the content generation.

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AWS Machine Learning - AI

JULY 1, 2024

In this post, we demonstrate how you can build chatbots with QnAIntent that connects to a knowledge base in Amazon Bedrock (powered by Amazon OpenSearch Serverless as a vector database ) and build rich, self-service, conversational experiences for your customers. For more information, refer to Create a knowledge base. Choose Next.

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AWS Machine Learning - AI

JUNE 18, 2024

They need a back-office automation solution to extract details from emails and attachments, summarize the content to send downstream, classify the documents and content, and assign documents to human reviewers if required. Solution overview The accompanying code for this solution is available in the GitHub repo.

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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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OTS Solutions

JULY 18, 2023

In today’s digital age, the success of any enterprise is increasingly dependent on its ability to deliver high-quality software products and services quickly and efficiently. To meet this demand, enterprises have turned to DevOps and digital engineering practices to streamline their software development and delivery processes.

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OTS Solutions

JULY 18, 2023

In today’s digital age, the success of any enterprise is increasingly dependent on its ability to deliver high-quality software products and services quickly and efficiently. To meet this demand, enterprises have turned to DevOps and digital engineering practices to streamline their software development and delivery processes.

DevOps 130

DevOps Engineering Artificial Inteligence Software Review 130

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.

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