Build a multi-agent music production pipeline on Amazon Bedrock AgentCore Runtime Instances

What happened

Build a multi-agent music production pipeline on Amazon Bedrock AgentCore Runtime Instances, AWS Machine Learning Blog announced. Amazon Bedrock AgentCore Runtime Instances gives multi-agent workflows AWS managed EC2 infrastructure with GPUs (a chip built for many calculations at once, used for graphics and AI), persistent volumes, and multi-day sessions. As organizations move from single-purpose agents to multi-agent systems, the infrastructure requirements change.

A lone agent handling customer queries can run in a serverless environment with short-lived sessions. But when you need three agents collaborating on a creative workflow that spans several days, sharing context and building on each other’s output, serverless sessions that cap at a few hours don’t cut it.

The other two open the .wav file it wrote, off a shared volume. You will also have learned how to create capacity providers, deploy agents from different artifact types, orchestrate agent-to-agent collaboration using shared sessions, and persist workflows across multiple days.