Blue Sentry

OCTOBER 4, 2023

AWS Event-Driven Architecture Overview Hi, I’m Todd Bernson – CTO at Blue Sentry Cloud and an AWS Ambassador with 12 AWS certifications. In this installment, I’ll be breaking down another common Cloud-native application architecture. AWS provides serverless compute in the form of AWS Lambda.

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Xebia

AUGUST 29, 2023

VPC Lattice offers a new mechanism to connect microservices across AWS accounts and across VPCs in a developer-friendly way. Or if you have an existing landing zone with AWS Transit Gateway, do you already plan to replace it with VPC Lattice? You can also use AWS PrivateLink to inter-connect your VPCs across accounts.

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AWS Machine Learning - AI

MARCH 7, 2024

However, Amazon Bedrock and AWS Step Functions make it straightforward to automate this process at scale. Step Functions allows you to create an automated workflow that seamlessly connects with Amazon Bedrock and other AWS services. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow.

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AWS Machine Learning - AI

JANUARY 24, 2024

We demonstrate how to build an end-to-end RAG application using Cohere’s language models through Amazon Bedrock and a Weaviate vector database on AWS Marketplace. The AI-native technology stack illustrated in the architecture diagram has two key components: Cohere language models and a Weaviate vector database.

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AWS Machine Learning - AI

MARCH 14, 2024

By the end, you will have solid guidelines and a helpful flow chart for determining the best method to develop your own FM-powered applications, grounded in real-life examples. Generative AI with AWS The emergence of FMs is creating both opportunities and challenges for organizations looking to use these technologies.

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AWS Machine Learning - AI

NOVEMBER 22, 2023

Yes, the AWS re:Invent season is upon us and as always, the place to be is Las Vegas! are the sessions dedicated to AWS DeepRacer ! Generative AI is at the heart of the AWS Village this year. You marked your calendars, you booked your hotel, and you even purchased the airfare. And last but not least (and always fun!)

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Crunchbase News

APRIL 9, 2024

Lightbulb moment Most enterprise applications are built like elephants: Giant databases, high CPU machines, an inside data center, blocking architecture, heavy contracts and more. You can get infrastructure as code with the click of a button and create a distributed architecture that makes sense for your business.

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CIO

NOVEMBER 14, 2022

Building a foundation for flexible and scalable analytics Migrating analytics from on-premises systems to the cloud opens a realm of applications and capabilities and has allowed organizations to gradually shed the restraints of legacy architecture, with the proper controls in place.

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The Agile Monkey

DECEMBER 22, 2022

However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. In short, Booster is a Low-Code TypeScript framework that allows you to quickly and easily create a backend application in the cloud that is highly efficient, scalable, and reliable. WTF is Booster?

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AWS Machine Learning - AI

MARCH 15, 2024

In addition to Amazon Bedrock, you can use other AWS services like Amazon SageMaker JumpStart and Amazon Lex to create fully automated and easily adaptable generative AI order processing agents. In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda.

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Perficient

DECEMBER 13, 2023

Scalability Demands As the volume of data grows, the systems have to handle & manage the data without compromising on performance. How are AWS ETL Services Used to Overcome the Challenges AWS ETL services offer powerful solutions to tackle such challenges. Scalability AWS provides EC2 instances that can be scaled up or down.

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Cloudera

SEPTEMBER 15, 2023

For example in retail, connections between customers and stores/distribution centers allow the businesses within the ecosystem to understand who’s shopping, where they are shopping and what they are buying. Building your data monetization strategy on Cloudera and AWS AWS provides several products and solutions to support this approach.

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Xebia

SEPTEMBER 22, 2021

In our previous blog , we shortly touched upon security challenges that we can come upon when working with Terraform on AWS. In this blog we want to dig a little deeper into IAM by explaining 10 pitfalls you should look out for when you configure AWS IAM. Apply that to your AWS policies too! Implicit denies. Encryption for all.

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CIO

FEBRUARY 20, 2024

Much of that is because enterprises tend to use the largest cloud platforms available — with AWS, Microsoft Azure, and Google Cloud Platform topping that list. The US Commerce Department in January, for example, proposed a rule banning Chinese companies from training their LLM models in US cloud environments. Levine says.

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AWS Machine Learning - AI

FEBRUARY 9, 2024

For example, they may need to track the usage of FMs across teams, chargeback costs and provide visibility to the relevant cost center in the LOB. For example, if only specific FMs may be approved for use. The code for the solution and an AWS Cloud Development Kit (AWS CDK) template is available in the GitHub repository.

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CIO

DECEMBER 22, 2023

His responsibilities now range from encompassing technology architecture and operational stability, to security, cost management, partnership oversight, and domain-specific deliveries, among others. The strengths of this architecture, he adds, enable them to go fast and evolve, like with transactions that constantly come through.

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AWS Machine Learning - AI

APRIL 11, 2024

For example, during the claims adjudication process, the accounts payable team receives the invoice, whereas the claims department manages the contract or policy documents. An Amazon S3 object notification event invokes the embedding AWS Lambda function. For example, the following is the syntax used for search. bedrock = boto3.client(

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AWS Machine Learning - AI

MAY 17, 2024

This includes task context, data that you pass to the model, conversation and action history, instructions, and even examples. Example overview To illustrate this example, consider a retail company that allows purchasers to post product reviews on their website. The event starts an AWS Step Functions workflow.

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TechCrunch

FEBRUARY 6, 2023

You either need: Experienced developers to maintain architectural integrity, maintainability and licensing considerations, or A cloud platform built to adapt to the changing landscape and build, migrate and manage cloud applications. Until you get those, here are some best practices for getting started.

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AWS Machine Learning - AI

MAY 30, 2024

To serve their customers, Vitech maintains a repository of information that includes product documentation (user guides, standard operating procedures, runbooks), which is currently scattered across multiple internal platforms (for example, Confluence sites and SharePoint folders). Your primary functions are: 1.

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Perficient

MARCH 3, 2023

In this post, we’ll walk through how Amazon Web Services (AWS) and Perficient, a Platinum Partner for Adobe, can help customers accelerate their Digital Content Management with Adobe Experience Manager. Progressing from visiting a website to filling out an online form, as one example, should be a seamless process.

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AWS Machine Learning - AI

MAY 22, 2024

For example, a product that has a description that includes words such as “long sleeve” and “cotton neck” will be returned if a consumer is looking for a “long sleeve cotton shirt.” Solution overview The following diagram illustrates the solution architecture. For details, see Creating an AWS account.

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AWS Machine Learning - AI

APRIL 24, 2024

With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests. They provide a strategic advantage for developers and organizations by simplifying infrastructure management, enhancing scalability, improving security, and reducing undifferentiated heavy lifting.

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CIO

FEBRUARY 12, 2024

By: Scott Sellers , Co-Founder and CEO, Azul From the get-go, the cloud promised to help companies scale up their architectures in seconds, run their applications faster, never turn away a transaction, and save money through economies of scale. The math is simple: Fewer cloud computing resources = lower cloud costs.

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TechCrunch

MARCH 1, 2022

. “While we were [at PagerDuty], we saw all of these companies with microservices or distributed architectures — and they’re all struggling with this concept of service ownership and owning services,” Laban told me. ” The answer to this problem, Laban argues, is automation. Image Credits: OpsLevel.

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AWS Machine Learning - AI

MAY 7, 2024

This post presents a solution to automatically generate a meeting summary from a recorded virtual meeting (for example, using Amazon Chime ) with several participants. This allows attendees to focus solely on the conversation, knowing that a transcript will be made available automatically at the end of the call.

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AWS Machine Learning - AI

MAY 21, 2024

For example, some advertisers might not want their brand to appear next to news content about sensitive topics such as military conflicts, while others might not want to appear next to content about drugs and alcohol. Our CMS backend Nova is implemented using Amazon API Gateway and several AWS Lambda functions.

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Altexsoft

AUGUST 29, 2023

Data lakes emerged as expansive reservoirs where raw data in its most natural state could commingle freely, offering unprecedented flexibility and scalability. This article explains what a data lake is, its architecture, and diverse use cases. An example of a data lake architecture. Structured data sources.

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AWS Machine Learning - AI

FEBRUARY 6, 2024

We implemented the solution using the AWS Cloud Development Kit (AWS CDK). We address this skew with generative AI models (Falcon-7B and Falcon-40B), which were prompted to generate event samples based on five examples from the training set to increase the semantic diversity and increase the sample size of labeled adverse events.

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AWS Machine Learning - AI

JANUARY 26, 2024

Understanding and addressing LLM vulnerabilities, threats, and risks during the design and architecture phases helps teams focus on maximizing the economic and productivity benefits generative AI can bring. What are some ways to implement security and privacy controls in the development lifecycle for generative AI LLM applications on AWS?

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CircleCI

JULY 22, 2022

Self-hosted runners allow you to host your own scalable execution environments in your private cloud or on-premises, giving you more flexibility to customize and control your CI/CD infrastructure. Auto-scaling self-hosted runners with AWS Auto Scaling groups. The example repository includes a basic Node.js

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Dzone - DevOps

MAY 1, 2023

This was not only about rewriting applications, but the backend data stores were also redesigned in terms of dynamic scalability , high performance, and flexibility for event-driven architecture.

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Altexsoft

MAY 12, 2023

Definition and examples Unstructured data , in its simplest form, refers to any data that does not have a pre-defined structure or organization. Unstructured data examples and formats Numerous unstructured data types and formats vary widely regarding the content they hold and how they store information. Scalability.

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AWS Machine Learning - AI

FEBRUARY 14, 2024

We build a personalized generative AI travel itinerary planner as part of this example and demonstrate how we can personalize a travel itinerary for a user based on their booking and user profile data stored in Amazon Redshift. For example, a user may enter an incomplete problem statement like, “Where to purchase a shirt.”

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AWS Machine Learning - AI

MARCH 14, 2024

In this post we highlight how the AWS Generative AI Innovation Center collaborated with the AWS Professional Services and PGA TOUR to develop a prototype virtual assistant using Amazon Bedrock that could enable fans to extract information about any event, player, hole or shot level details in a seamless interactive manner.

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AWS Machine Learning - AI

APRIL 1, 2024

In this blog post, AWS collaborates with Meta’s PyTorch team to discuss how to use the PyTorch FSDP library to achieve linear scaling of deep learning models on AWS seamlessly using Amazon EKS and AWS Deep Learning Containers (DLCs). The following diagram illustrates the solution architecture.

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AWS Machine Learning - AI

MAY 2, 2024

Today, we are excited to announce the general availability of two advanced recipes in Amazon Personalize, User-Personalization-v2 and Personalized-Ranking-v2 (v2 recipes), which are built on the cutting-edge Transformers architecture to support larger item catalogs with lower latency. Choose your dataset group. Choose Create solutions.

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