Creating asynchronous AI agents with Amazon Bedrock
Machine Learning Blog
This article explores the emerging field of agentic AI architecture, focusing on how generative AI agents can be used to automate and enhance business processes through multi-agent collaboration using Amazon Bedrock.
- Introduces two primary patterns for AI agent interaction: synchronous orchestration and asynchronous event-driven workflows
- Describes an innovative "agent broker pattern" that combines elements of both synchronous and asynchronous approaches
- Demonstrates how AWS services like EventBridge, Lambda, and Amazon Bedrock can be used to create flexible AI agent systems
- Explains how agents can dynamically route messages and handle complex, multi-step tasks
- Highlights the potential for creating adaptive, scalable AI-driven process automation
The architecture enables businesses to create intelligent systems that can handle complex workflows, dynamically route tasks, and maintain contextual awareness across different agents and interactions.
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