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- Guidance for No-Code Multi-Agent AI Orchestration on AWS
Guidance for No-Code Multi-Agent AI Orchestration on AWS
Overview
This Guidance demonstrates how to overcome the complexity and lengthy development cycles of enterprise AI systems through a no-code multi-agent orchestration platform on AWS. The platform features an intuitive Agent Composer UI where users can build and modify agents that are automatically deployed to Amazon ECS Fargate containers. A central Supervisor Agent analyzes queries using Amazon Bedrock foundation models to route requests to specialized agents, while comprehensive security features include Amazon Cognito authentication, AWS WAF protection, and Bedrock Guardrails for safety and privacy. You can deploy sophisticated AI workflows in weeks instead of months, reducing development costs by up to 80% while gaining AI coordination capabilities that traditional chatbots cannot match.
Benefits
Deploy sophisticated multi-agent AI applications without writing code. The recipe-based tool enables your team to quickly build and deploy AI solutions that leverage Amazon Bedrock foundation models within your own VPC.
Connect AI agents directly to your existing data platforms including Amazon Aurora, DynamoDB, and third-party systems. Your agents perform semantic search across configured data sources to deliver more relevant, contextual responses based on your organization's information.
Implement comprehensive security, observability, and guardrails for your AI applications. With built-in integration to Amazon Bedrock Guardrails, AWS CloudWatch, and third-party monitoring tools, you maintain control while safely scaling your AI capabilities.
How it works
These technical details feature an architecture diagram to illustrate how to effectively use this solution. The architecture diagram shows the key components and their interactions, providing an overview of the architecture's structure and functionality step-by-step.
Deploy with confidence
Ready to deploy? Review the sample code on GitHub for detailed deployment instructions to deploy as-is or customize to fit your needs.
Disclaimer
The sample code; software libraries; command line tools; proofs of concept; templates; or other related technology (including any of the foregoing that are provided by our personnel) is provided to you as AWS Content under the AWS Customer Agreement, or the relevant written agreement between you and AWS (whichever applies). You should not use this AWS Content in your production accounts, or on production or other critical data. You are responsible for testing, securing, and optimizing the AWS Content, such as sample code, as appropriate for production grade use based on your specific quality control practices and standards. Deploying AWS Content may incur AWS charges for creating or using AWS chargeable resources, such as running Amazon EC2 instances or using Amazon S3 storage.
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