AWS Machine Learning - AI

MARCH 13, 2025

Much like traditional business process automation through technology, the agentic AI architecture is the design of AI systems designed to resolve complex problems with limited or indirect human intervention. Agent broker architecture Messages sent to EventBridge are routed through an EventBridge rule to Lambda.

Artificial Inteligence 83

Artificial Inteligence Lambda Generative AI Travel 83

AWS Machine Learning - AI

NOVEMBER 19, 2024

Solution overview This section outlines the architecture designed for an email support system using generative AI. High Level System Design The solution consists of the following components: Email service – This component manages incoming and outgoing customer emails, serving as the primary interface for email communications.

Knowledge Base 90

Knowledge Base Generative AI Technical Review Lambda 90

AWS Machine Learning - AI

JULY 3, 2024

To answer this question, the AWS Generative AI Innovation Center recently developed an AI assistant for medical content generation. The system is built upon Amazon Bedrock and leverages LLM capabilities to generate curated medical content for disease awareness. It sends it back to the WebSocket via the Lambda function.

Artificial Inteligence 120

Artificial Inteligence Generative AI Lambda Healthcare 120

AWS Machine Learning - AI

JULY 10, 2024

Now that you understand the concepts for semantic and hierarchical chunking, in case you want to have more flexibility, you can use a Lambda function for adding custom processing logic to chunks such as metadata processing or defining your custom logic for chunking. Make sure to create the Lambda layer for the specific open source framework.

Knowledge Base 126

Knowledge Base Artificial Inteligence Lambda Applications 126

AWS Machine Learning - AI

MARCH 7, 2025

During the solution design process, Verisk also considered using Amazon Bedrock Knowledge Bases because its purpose built for creating and storing embeddings within Amazon OpenSearch Serverless. This innovative application of generative AI delivers tangible productivity gains and operational efficiencies to the insurance industry.

Generative AI 73

Generative AI Technical Review Insurance Policies 73

AWS Machine Learning - AI

JULY 15, 2024

The inference pipeline is powered by an AWS Lambda -based multi-step architecture, which maximizes cost-efficiency and elasticity by running independent image analysis steps in parallel. AWS enables us to scale the innovations our customers love most. AWS Step Functions enables the synchronization and ordering of interdependent steps.

Generative AI 115

Generative AI Artificial Inteligence AWS Technical Review 115

AWS Machine Learning - AI

MARCH 5, 2025

The reasons are many, but start with the progress weve made in our financial results and customer experiences, and extend to our continued innovation and the remarkable opportunities in front of us. Dear Shareholders: Last year at this time, I shared my enthusiasm and optimism for Amazons future. Today, I have even more.

Generative AI 75

Generative AI Systems Review Artificial Inteligence Software Review 75