AWS Machine Learning - AI

APRIL 23, 2025

Rather than maintaining constantly running endpoints, the system creates them on demand when document processing begins and automatically stops them upon completion. The decoupled nature of the endpoints also provides flexibility to update or replace individual models without impacting the broader system architecture.

Artificial Inteligence 66

Artificial Inteligence Open Source AWS Serverless 66

AWS Machine Learning - AI

MARCH 13, 2025

Agent broker methodology Following an agent broker pattern, the system is still fundamentally event-driven, with actions triggered by the arrival of messages. New agents can be added to handle specific types of messages without changing the overall system architecture.

Artificial Inteligence 93

Artificial Inteligence Lambda Travel Generative AI 93

AWS Machine Learning - AI

NOVEMBER 24, 2023

The system architecture comprises several core components: UI portal – This is the user interface (UI) designed for vendors to upload product images. AWS Lambda – AWS Lambda provides serverless compute for processing. Amazon API Gateway passes the request to AWS Lambda through a proxy integration.

eCommerce 115

eCommerce Generative AI Lambda AWS 115

AWS Machine Learning - AI

SEPTEMBER 6, 2024

Understanding the intrinsic value of data network effects, Vidmob constructed a product and operational system architecture designed to be the industry’s most comprehensive RLHF solution for marketing creatives. Dynamo DB stores the query and the session ID, which is then passed to a Lambda function as a DynamoDB event notification.

Generative AI 120

Generative AI Artificial Inteligence Data AWS 120

Cloudera

MARCH 22, 2023

Over the past handful of years, systems architecture has evolved from monolithic approaches to applications and platforms that leverage containers, schedulers, lambda functions, and more across heterogeneous infrastructures. To do so, the platform provides a range of analytics across the complete data life cycle.

Metrics 88

Metrics Government Lambda Systems Administration 88

LeanEssays

JANUARY 22, 2018

But consider the Amazon team that came up with Lambda. Some customers report up to an order of magnitude reduction in cost when they switch to Lambda. Yet the Lambda team did not have to answer the sobering question: “Do you know how much revenue Lambda might cannibalize?” You could feel the tail wind.

Artificial Inteligence 49

Artificial Inteligence Artificial Intelligence Weak Development Team Lambda 49

AWS Machine Learning - AI

NOVEMBER 12, 2024

There are various technologies that help operationalize and optimize the process of field trials, including data management and analytics, IoT, remote sensing, robotics, machine learning (ML), and now generative AI. AWS Lambda is then used to further enrich the data. The transformed data acts as the input to AI/ML services.

Generative AI 111

Generative AI AWS Chemicals Sustainability 111