AWS Machine Learning - AI

JULY 10, 2024

However, it’s important to note that in RAG-based applications, when dealing with large or complex input text documents, such as PDFs or.txt files, querying the indexes might yield subpar results. Using Lambda functions, you can customize the chunking process to align with the unique requirements of your RAG application.

Knowledge Base 134

Knowledge Base Artificial Inteligence Lambda Applications 134

CIO

MARCH 9, 2022

Newer data lakes are highly scalable and can ingest structured and semi-structured data along with unstructured data like text, images, video, and audio. This dual-system architecture requires continuous engineering to ETL data between the two platforms. Challenges of supporting multiple repository types. Pulling it all together.

Artificial Inteligence 179

Artificial Inteligence Data Artificial Intelligence Analytics 179

Cloudera

JANUARY 22, 2025

AI agents are autonomous software systems designed to interact with their environments, gather data, and leverage that information to autonomously perform tasks aimed at achieving predefined objectives. This contextual understanding enhances the models accuracy and applicability to the SOCs unique requirements.

Artificial Inteligence 70

Artificial Inteligence Software Review Compliance Systems Review 70

Datavail

DECEMBER 26, 2023

Apache Cassandra is a highly scalable and distributed NoSQL database management system designed to handle massive amounts of data across multiple commodity servers. This distribution allows for efficient data retrieval and horizontal scalability.

Scalability 57

Scalability Disaster Recovery Backup Load Balancer 57

Perficient

JUNE 27, 2024

A third specialization, and the focus of this blog post, is Application Development. While a few of these claims may be true, it’s with ease we can disregard them en masse, because anyone who has spent time in the business of application development knows that it is an investment, it takes time, and it takes expertise.

Google Cloud 52

Google Cloud Applications Cloud Automotive 52

AWS Machine Learning - AI

MARCH 5, 2025

Generative AI question-answering applications are pushing the boundaries of enterprise productivity. To ensure the highest quality measurement of your question answering application against ground truth, the evaluation metrics implementation must inform ground truth curation.

Generative AI 75

Generative AI Systems Review Software Review Artificial Inteligence 75

AWS Machine Learning - AI

AUGUST 1, 2024

Amazon Bedrock also provides a broad set of capabilities needed to build generative AI applications with security, privacy, and responsible AI practices. However, deploying customized FMs to support generative AI applications in a secure and scalable manner isn’t a trivial task. About the Authors Evandro Franco is a Sr.

Artificial Inteligence 124

Artificial Inteligence Generative AI AWS Artificial Intelligence 124

Datavail

JULY 27, 2021

Increased scalability and flexibility: Scalability is an essential cloud feature to handle the ever-growing amounts of enterprise data at your fingertips. Azure Autoscale helps you dynamically scale your applications to respond to changes in usages and demand. Making changes to system design to eliminate deadlocks.

Azure 98

Azure Analytics Cloud Company 98

Perficient

AUGUST 9, 2023

to make applications that are super quick and responsive. When combined with Redis, which excels in fast data retrieval and storage, you get a potent stack for creating high-performance applications. and Redis together offer a potent combination for creating high-performance applications. This is where Node.js and Redis come in.

Performance 96

Performance Software Review Analytics Systems Review 96

O'Reilly Media - Ideas

DECEMBER 6, 2018

Get a basic understanding of distributed systems and then go deeper with recommended resources. The technology landscape has evolved into an always-on environment of mobile, social, and cloud applications where programs can be accessed and used across a multitude of devices. Horizontal Scalability.

Systems Review 108

Systems Review System Technical Review Technical Cofounder 108

CIO

JULY 21, 2023

So as organizations face evolving challenges and digitally transform, they offer advantages to make complex business operations more efficient, including flexibility and scalability, as well as advanced automation, collaborative communication, analytics, security, and compliance features. A predominant pain point is the rider experience.

Technical Review 148

Technical Review Weak Development Team Development Transportation 148

AWS Machine Learning - AI

AUGUST 5, 2024

By using the power of AWS services and the preconfigured CloudFormation templates, you can quickly set up a powerful question answering system without the complexities of building and deploying individual components for RAG applications. He specializes in generative AI, machine learning, and system design.

Knowledge Base 124

Knowledge Base AWS Generative AI Artificial Inteligence 124

Confluent

FEBRUARY 27, 2019

Serverless functions provide a synergistic relationship with event streaming applications; they behave differently with respect to streaming workloads but are both event driven. The key to event-first systems design is understanding that a series of events captures behavior. There are many benefits to FaaS: Lightweight.

Serverless 109

Serverless Lambda AWS Systems Review 109

Cloudera

AUGUST 11, 2021

Once upon an IT time, everything was a “point product,” a specific application designed to do a single job inside a desktop PC, server, storage array, network, or mobile device. Companies generally have hundreds or thousands of applications and only a few platform providers, and business users love this. Reason No.

Systems Review 121

Systems Review Storage Software Review Enterprise 121

AWS Machine Learning - AI

JULY 15, 2024

S3, in turn, provides efficient, scalable, and secure storage for the media file objects themselves. Innovations like this are why we’ve been partnered with AWS since the beta in 2006.” – Andrew Laffoon, CEO, Mixbook Conclusion Mixbook started experimenting with AWS generative AI solutions to augment their existing application in early 2023.

Generative AI 120

Generative AI Artificial Inteligence AWS Technical Review 120

AWS Machine Learning - AI

AUGUST 28, 2024

This solution not only simplifies the deployment process, but also provides a scalable and efficient way to use the capabilities of RAG for question-answering systems. He specializes in generative AI, machine learning, and system design. Manoj Krishna Mohan is a Machine Learning Engineering at Amazon.

Knowledge Base 92

Knowledge Base AWS Generative AI Artificial Inteligence 92

AWS Machine Learning - AI

APRIL 3, 2024

With cosine similarity, you can measure the orientation between two vectors, which makes it a good choice for some specific semantic search applications. Conclusion This post presented a walkthrough of using the Amazon Titan Multimodal Embeddings model in Amazon Bedrock to build powerful contextual search applications.

Serverless 128

Serverless Artificial Inteligence Engineering Generative AI 128

Lacework

DECEMBER 7, 2022

As a result, traditional systems designed to provide network visibility, security, and compliance are ineffective when it comes to the cloud. Cloud security posture management, or CSPM, is a solution that enables organizations to assess the security and compliance posture of cloud-native applications. So, what is CSPM?

Software Review 98

Software Review Compliance Weak Development Team Systems Review 98

High Scalability

AUGUST 4, 2020

has hours of system design content. They also do live system design discussions every week. Developers care about shipping secure applications. Application security products and processes, however, have not kept up with advances in software development. Who's Hiring? InterviewCamp.io Try out their platform.

Education 46

Education System Design AWS PHP 46

Confluent

FEBRUARY 13, 2019

Rather, we apply different event planes to provide orthogonal aspects of system design such as core functionality, operations and instrumentation. Systems built as Reactive Systems are more flexible, loosely-coupled and scalable. operational processes) or externally (think GitHub for your applications state).

Architecture 92

Architecture Programming Microservices Serverless 92

AWS Machine Learning - AI

AUGUST 26, 2024

AI-driven recommendations – By combining generative AI with ML, we deliver intelligent suggestions for products, services, applicable use cases, and next steps. This modular structure provides a scalable foundation for deploying a broad range of AI-powered use cases, beginning with Account Summaries. Don’t make up any statistics.”

Generative AI 125

Generative AI AWS Artificial Inteligence Technical Review 125

Perficient

NOVEMBER 20, 2024

For use cases where accuracy is prioritized over cost—such as in high-stakes applications like customer service—this hierarchical method is generally the recommended approach. Example Use Case: Intent Detection for Airline Customer Service Let’s consider an airline company using an automated system to respond to customer emails.

Artificial Inteligence 52

Artificial Inteligence Metrics Airlines Travel 52

High Scalability

JUNE 11, 2020

has hours of system design content. They also do live system design discussions every week. Developers care about shipping secure applications. Application security products and processes, however, have not kept up with advances in software development. Who's Hiring? InterviewCamp.io Try out their platform.

Education 42

Education System Design AWS PHP 42

AWS Machine Learning - AI

JULY 3, 2024

Moreover, these rules can either be general and universally applicable or they can be more specific to certain cases. Our generative system allows a high degree of personalization so you can easily tailor and specialize the content to new settings, by simply adjusting the input data.

Artificial Inteligence 128

Artificial Inteligence Generative AI Lambda Healthcare 128

High Scalability

SEPTEMBER 3, 2020

has hours of system design content. They also do live system design discussions every week. Developers care about shipping secure applications. Application security products and processes, however, have not kept up with advances in software development. Who's Hiring? InterviewCamp.io Try out their platform.

Education 42

Education System Design AWS PHP 42

High Scalability

JULY 8, 2020

has hours of system design content. They also do live system design discussions every week. Developers care about shipping secure applications. Application security products and processes, however, have not kept up with advances in software development. Who's Hiring? InterviewCamp.io Try out their platform.

Education 41

Education System Design AWS PHP 41

Datavail

NOVEMBER 6, 2023

In the realm of distributed databases, Apache Cassandra has established itself as a robust, scalable, and highly available solution. Understanding Apache Cassandra Apache Cassandra is a free and open-source distributed database management system designed to handle large amounts of data across multiple commodity servers.

Open Source 58

Open Source Scalability Analytics Database Administration 58

High Scalability

JULY 8, 2020

has hours of system design content. They also do live system design discussions every week. Developers care about shipping secure applications. Application security products and processes, however, have not kept up with advances in software development. Who's Hiring? InterviewCamp.io Try out their platform.

Education 40

Education System Design AWS PHP 40

High Scalability

OCTOBER 14, 2020

has hours of system design content. They also do live system design discussions every week. Developers care about shipping secure applications. Application security products and processes, however, have not kept up with advances in software development. Who's Hiring? InterviewCamp.io Try out their platform.

Education 41

Education System Design AWS PHP 41

High Scalability

SEPTEMBER 18, 2020

has hours of system design content. They also do live system design discussions every week. Developers care about shipping secure applications. Application security products and processes, however, have not kept up with advances in software development. Who's Hiring? InterviewCamp.io Try out their platform.

Education 41

Education System Design AWS PHP 41

High Scalability

DECEMBER 22, 2020

has hours of system design content. They also do live system design discussions every week. Developers care about shipping secure applications. Application security products and processes, however, have not kept up with advances in software development. All in under 48 hours. InterviewCamp.io Try it now!

Education 40

Education System Design AWS PHP 40

High Scalability

DECEMBER 8, 2020

has hours of system design content. They also do live system design discussions every week. Developers care about shipping secure applications. Application security products and processes, however, have not kept up with advances in software development. All in under 48 hours. InterviewCamp.io Try it now!

Education 40

Education System Design AWS PHP 40

High Scalability

NOVEMBER 24, 2020

has hours of system design content. They also do live system design discussions every week. Developers care about shipping secure applications. Application security products and processes, however, have not kept up with advances in software development. Who's Hiring? InterviewCamp.io Try out their platform.

Education 40

Education System Design AWS PHP 40

High Scalability

NOVEMBER 10, 2020

has hours of system design content. They also do live system design discussions every week. Developers care about shipping secure applications. Application security products and processes, however, have not kept up with advances in software development. Who's Hiring? InterviewCamp.io Try out their platform.

Education 40

Education System Design AWS PHP 40

High Scalability

SEPTEMBER 29, 2020

has hours of system design content. They also do live system design discussions every week. Developers care about shipping secure applications. Application security products and processes, however, have not kept up with advances in software development. Who's Hiring? InterviewCamp.io Try out their platform.

Education 40

Education System Design AWS PHP 40

KitelyTech

AUGUST 23, 2023

Microservices are a software development approach where an application is built as a collection of small, autonomous services that communicate with each other through APIs (Application Programming Interfaces). In short, a microservice uses APIs to build larger systems that can handle different tasks. What Are Microservices?

Microservices 52

Microservices Architecture Scalability Software Development 52

High Scalability

MARCH 8, 2021

has hours of system design content. They also do live system design discussions every week. Developers care about shipping secure applications. Application security products and processes, however, have not kept up with advances in software development. All in under 48 hours. InterviewCamp.io Try it now!

Education 40

Education System Design AWS PHP 40