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.

Generative AI 74

Generative AI AWS Technical Review Backup 74

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. Amazon DynamoDB is a fully managed NoSQL database service that provides fast and predictable performance with seamless scalability.

Generative AI 98

Generative AI Video Engineering Artificial Inteligence 98

Dzone - DevOps

FEBRUARY 11, 2025

In recent years, cloud-native applications have become the go-to standard for many businesses to build scalable applications. Among the many advancements in cloud technologies, serverless architectures stand out as a transformative approach. This has made serverless the game changer for both the cloud providers and the consumers.

Serverless 81

Serverless AWS Architecture Scalability 81

Dzone - DevOps

OCTOBER 14, 2023

EDA and serverless functions are two powerful software patterns and concepts that have become popular in recent years with the rise of cloud-native computing. While one is more of an architecture pattern and the other a deployment or implementation detail, when combined, they provide a scalable and efficient solution for modern applications.

Serverless 97

Serverless Architecture Scalability Applications 97

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

SEPTEMBER 3, 2024

That’s where the new Amazon EMR Serverless application integration in Amazon SageMaker Studio can help. In this post, we demonstrate how to leverage the new EMR Serverless integration with SageMaker Studio to streamline your data processing and machine learning workflows.

Serverless 100

Serverless AWS Artificial Inteligence Big Data 100

Confluent

FEBRUARY 27, 2019

With serverless being all the rage, it brings with it a tidal change of innovation. or invest in a vendor-agnostic layer like the serverless framework ? or invest in a vendor-agnostic layer like the serverless framework ? What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless?

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Serverless Lambda AWS Systems Review 109

AWS Machine Learning - AI

APRIL 9, 2025

For example, a marketing content creation application might need to perform task types such as text generation, text summarization, sentiment analysis, and information extraction as part of producing high-quality, personalized content. An example is a virtual assistant for enterprise business operations.

Artificial Inteligence 108

Artificial Inteligence Generative AI AWS Applications 108

Tenable

APRIL 1, 2025

Cloud Run is a fully managed service for running containerized applications in a scalable, serverless environment. It manages the infrastructure, scaling and execution environment, allowing you to run your application in a serverless manner without having to worry about the underlying systems.

Cloud 76

Cloud Google Cloud Serverless Software Review 76

AWS Machine Learning - AI

MARCH 20, 2025

Lets look at an example solution for implementing a customer management agent: An agentic chat can be built with Amazon Bedrock chat applications, and integrated with functions that can be quickly built with other AWS services such as AWS Lambda and Amazon API Gateway. Give the project a name (for example, crm-agent ).

Generative AI 94

Generative AI Systems Review System Lambda 94

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. Store embeddings into the Amazon OpenSearch Serverless as the search engine.

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Serverless Artificial Inteligence Engineering Generative AI 112

CIO

DECEMBER 20, 2024

With a wide range of services, including virtual machines, Kubernetes clusters, and serverless computing, Azure requires advanced management strategies to ensure optimal performance, enhanced security, and cost efficiency. Enterprises must focus on resource provisioning, automation, and monitoring to optimize cloud environments.

Azure 88

Azure Analysis Cloud Resources 88

Modus Create

MAY 15, 2023

When serverless architecture became all the rage a few years ago, we wondered whether it was just marketing hype. Was serverless really cloud 2.0 Serverless architecture’s popularity has risen over the past 5 years. While serverless brings immense benefits to businesses, it’s important not to rush into it.

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Serverless Lambda Architecture AWS 75

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 quickly integrate and deploy them into your applications using AWS tools without having to manage the infrastructure. For example, the following screenshot shows a time filter for UTC.2024-10-{01/00:00:00--02/00:00:00}.

Network 98

Network Artificial Inteligence Machine Learning Serverless 98

AWS Machine Learning - AI

NOVEMBER 7, 2024

It contains services used to onboard, manage, and operate the environment, for example, to onboard and off-board tenants, users, and models, assign quotas to different tenants, and authentication and authorization microservices. API Gateway is serverless and hence automatically scales with traffic. The component groups are as follows.

Generative AI 99

Generative AI AWS Enterprise Artificial Inteligence 99

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

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. On the other hand, using serverless solutions from scratch can be time-consuming and require a lot of effort to set up and manage. You just want to move fast and only care about your business logic , right?

Scalability 98

Scalability AWS Authentication Open Source 98

AWS Machine Learning - AI

MARCH 14, 2025

For example, your agent could take screenshots, create and edit text files, and run built-in Linux commands. Invoke the agent with a user query that requires computer use tools, for example, What is Amazon Bedrock, can you search the web? The output is given back to the Amazon Bedrock agent for further processing.

AWS 118

AWS Generative AI Linux Groups 118

AWS Machine Learning - AI

OCTOBER 31, 2024

With this solution, you can interact directly with the chat assistant powered by AWS from your Google Chat environment, as shown in the following example. On the Configuration tab, under Application info , provide the following information, as shown in the following screenshot: For App name , enter an app name (for example, bedrock-chat ).

Generative AI 111

Generative AI Lambda Applications AWS 111

AWS Machine Learning - AI

MARCH 13, 2025

For example, MaestroQA offers sentiment analysis for customers to identify the sentiment of their end customer during the support interaction, enabling MaestroQAs customers to sort their interactions and manually inspect the best or worst interactions. For example, Can I speak to your manager?

Generative AI 97

Generative AI CTO Coach AWS Artificial Inteligence 97

CIO

OCTOBER 19, 2023

For example, two data sources may have different data types of the same field or different definitions for the same partner data. This complicates synchronization, scalability, detecting anomalies, pulling valuable insights, and enhancing decision-making. MonkeyLearn, for example, implements ML algorithms for finding patterns.

Data 190

Data Scalability Serverless Enterprise 190

AWS Machine Learning - AI

NOVEMBER 6, 2024

For example, let’s say you want to add a button to invoke the LLM answer instead of invoking it automatically when the user enters input text. This is just one example of how you can customize the Streamlit application to meet your specific requirements. Complete the following steps to modify the docker_app/app.py

Generative AI 108

Generative AI AWS Artificial Inteligence Applications 108

Palo Alto Networks

OCTOBER 22, 2024

Organizations must understand that cloud security requires a different mindset and approach compared to traditional, on-premises security because cloud environments are fundamentally different in their architecture, scalability and shared responsibility model.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

AWS Machine Learning - AI

OCTOBER 29, 2024

Through code examples and step-by-step guidance, we demonstrate how you can seamlessly integrate this solution into your Amazon Bedrock application, unlocking a new level of visibility, control, and continual improvement for your generative AI applications. However, some components may incur additional usage-based costs.

Generative AI 96

Generative AI Applications AWS Knowledge Base 96

O'Reilly Media - Ideas

JANUARY 14, 2020

Get a basic understanding of serverless, then go deeper with recommended resources. Serverless is a trend in computing that decouples the execution of code, such as in web applications, from the need to maintain servers to run that code. Serverless also offers an innovative billing model and easier scalability.

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Serverless Lambda AWS Architecture 59

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. Scalability, Limits, and Restrictions. Scalability: Lambda creates a new instance to process each new concurrent event. Azure Functions.

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Serverless Lambda Cloud Azure 70

Stackery

JUNE 26, 2019

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. Gracie Gregory wrote up a great tour of some of these common misconceptions, and it’s the perfect way to start out with serverless. Local Development with Stackery.

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Serverless Lambda Development Microservices 61

Stackery

JULY 1, 2020

Information security & serverless applications. For example, newer services have finer-grained access controls, stateless connections, and time-based authentication. A look at some real-world examples. For example, if a ? Information security (infosec) is a broad field. secrets management. Lambda Function ?

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Serverless AWS Authentication Lambda 72

AWS Machine Learning - AI

APRIL 10, 2025

AWS is the first major cloud provider to deliver Pixtral Large as a fully managed, serverless model. By choosing View API , you can also access the model using code examples in the AWS Command Line Interface (AWS CLI) and AWS SDKs. In this post, we discuss the features of Pixtral Large and its possible use cases.

Generative AI 82

Generative AI AWS Technical Review Artificial Inteligence 82

Kaseya

AUGUST 7, 2020

Switch to Serverless Computing. Serverless computing is a more recent development that offers an array of potential benefits ranging from cost savings and easier scalability, to faster deployment of new applications. With serverless computing, you ‘pay as you use’ for backend services. Move from VMs to Containerization.

Infrastructure 128

Infrastructure Serverless Hardware Budget 128

RapidValue

JANUARY 5, 2020

One such service is their serverless computing service , AWS Lambda. For the uninitiated, Lambda is an event-driven serverless computing platform that lets you run code without managing or provisioning servers and involves zero administration. For example, for Java, it involves implementing standard interfaces. zip or jar.

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Lambda Serverless AWS Architecture 61

CIO

DECEMBER 19, 2022

ESL supports the most popular video game competitions and has more than 11 million members. In a live gaming tournament, the players are competing in real time — communicating with each other, making split-second decisions, and taking immediate actions.

Games 204

Games Mobile Cloud Serverless 204

AWS Machine Learning - AI

DECEMBER 4, 2024

For example, by the end of this tutorial, you will be able to query the data with prompts such as “Can you return our five top selling products this quarter and the principal customer complaints for each?” Select OpenSearch Serverless as your vector store. Choose Click to upload , and upload the three files.

Generative AI 94

Generative AI Applications Technical Review Software Review 94

Cloudera

SEPTEMBER 30, 2022

With DFF, users now have the choice of deploying NiFi flows not only as long-running auto scaling Kubernetes clusters but also as functions on cloud providers’ serverless compute services including AWS Lambda, Azure Functions, and Google Cloud Functions. build high performant, scalable web applications across multiple data centers).

Serverless 73

Serverless Microservices Lambda IoT 73

Stackery

AUGUST 11, 2020

Serverless + JAMstack is where web app architectures are going. These JAMstack web apps can take many forms across 30+ frameworks, but examples like Gatsby or Hugo are easy to get started with. You might imagine how this style of web development fits well with serverless architectures.

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Serverless Lambda AWS Architecture 95

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.

Serverless 74

Serverless Artificial Inteligence AWS Software Review 74

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? Security Risks of Serverless as a Perimeter Choosing the right serverless offering entails operational and security considerations.

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Serverless Cloud Data Azure 59