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Automate emails for task management using Amazon Bedrock Agents, Amazon Bedrock Knowledge Bases, and Amazon Bedrock Guardrails

AWS Machine Learning - AI

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.

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Creating asynchronous AI agents with Amazon Bedrock

AWS Machine Learning - AI

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.

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Accelerating insurance policy reviews with generative AI: Verisk’s Mozart companion

AWS Machine Learning - AI

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. Coming from a software development and sales engineering background, the possibilities that the cloud can bring to the world excite him.

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Journey to Event Driven – Part 3: The Affinity Between Events, Streams and Serverless

Confluent

Given that it is at a relatively early stage, developers are still trying to grok the best approach for each cloud vendor and often face the following question: Should I go cloud native with AWS Lambda, GCP functions, etc., The key to event-first systems design is understanding that a series of events captures behavior.

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High-performance computing on AWS

Xebia

Why HPC and cloud are a good fit? Setting up HPC on cloud doesn’t require upfront (CAPEX) investments. With public cloud you have access to the latest components, that will not only give a better performance but also give a better price/performance ratio. The real value of cloud is to use higher-level abstraction services.

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Create a generative AI-based application builder assistant using Amazon Bedrock Agents

AWS Machine Learning - AI

The agent can recommend software and architecture design best practices using the AWS Well-Architected Framework for the overall system design. medium Amazon Elastic Compute Cloud (Amazon EC2) instance. Create and associate an action group with an API schema and a Lambda function. Delete the Lambda function.

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Radar Trends to Watch: August 2022

O'Reilly Media - Ideas

Radiologists outperform AI systems operating by themselves at detecting breast cancer from mammograms. However, a system designed to collaborate with radiologists in making decisions is better than either radiologists or AI alone. It’s a multicloud strategy that’s enabled by the cloud providers. WebAssembly in the cloud