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.

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Serverless AWS Artificial Inteligence Big Data 117

TechCrunch

DECEMBER 15, 2020

Currently, Supabase includes support for PostgreSQL databases and authentication tools , with a storage and serverless solution coming soon. One of Supabase’s full-time employees maintains the PostgREST tool for building APIs on top of the database, for example. Some of them we built ourselves. ” Image Credits: Supabase.

Open Source 255

Open Source Serverless Scalability Comparison 255

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 129

Artificial Inteligence Generative AI AWS Applications 129

AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. Private network policies for Amazon OpenSearch Serverless For companies building RAG applications, it’s critical that the data remains secure and the network traffic does not go to public internet.

Knowledge Base 126

Knowledge Base Scalability Applications Generative AI 126

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.

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Serverless AWS Architecture Scalability 81

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 135

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.

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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.

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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 ).

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Generative AI Systems Review System Lambda 116

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

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}.

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Network Artificial Inteligence Machine Learning Serverless 111

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.

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Generative AI AWS Enterprise Artificial Inteligence 113

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.

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AWS Machine Learning - AI

APRIL 29, 2025

As an example, the OWASP Top 10 for LLMs can serve as a comprehensive framework for identifying and addressing critical AI vulnerabilities. For example, you can specify input features such as gender or age, and SageMaker Clarify will run an analysis job to detect imbalances in those features.

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Generative AI Weak Development Team AWS Artificial Inteligence 72

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?

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Generative AI CTO Coach AWS Artificial Inteligence 113

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 ).

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Generative AI Lambda Applications AWS 123

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.

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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

APRIL 23, 2025

Designed with a serverless, cost-optimized architecture, the platform provisions SageMaker endpoints dynamically, providing efficient resource utilization while maintaining scalability. Serverless on AWS AWS GovCloud (US) Generative AI on AWS About the Authors Nick Biso is a Machine Learning Engineer at AWS Professional Services.

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Artificial Inteligence Open Source AWS Serverless 67

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 113

Generative AI Applications AWS Knowledge Base 113

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.

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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

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Generative AI AWS Artificial Inteligence Applications 119

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?

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Scalability AWS Authentication Open Source 98

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

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.

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Cloud Google Cloud Serverless Software Review 73

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 91

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.

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Data Scalability Serverless Enterprise 190

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

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.

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Generative AI Applications Technical Review Software Review 106

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

AWS Machine Learning - AI

DECEMBER 11, 2024

The following screenshot shows an example of an interaction with Field Advisor. For example, an account manager can upload a document representing their customers account plan, and use the assistant to help identify new opportunities with the customer. Outside of work, he enjoys golfing, biking, and exploring the outdoors.

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AWS Machine Learning - AI

MARCH 7, 2025

The following screenshot shows an example of the output of the Mozart companion displaying the summary of changes between two legal documents, the excerpt from the original document version, the updated excerpt in the new document version, and the tracked changes represented with redlines.

Generative AI 101

Generative AI Technical Review Insurance Policies 101

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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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

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.

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Infrastructure Serverless Hardware Budget 128

AWS Machine Learning - AI

APRIL 30, 2025

Because Amazon Bedrock is serverless, you dont have to manage infrastructure to securely integrate and deploy generative AI capabilities into your application, handle spiky traffic patterns, and enable new features like cross-Region inference, which helps provide scalability and reliability across AWS Regions. Anthropics Claude 3.5

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Artificial Inteligence Technical Review Software Review Generative AI 68