Use ConversationRelay with the Open Source Agent Builder Flowise: A Multi-Agent Example with Voice

The article outlines how to create a multi-agent solution using Flowise, an open-source visual agent builder, in conjunction with Twilio Voice and ConversationRelay, to manage various customer service scenarios via voice channels. By leveraging Flowise's capabilities, users can design workflows where specialized agents handle tasks like scheduling, fitness guidance, and general inquiries, each using a ReAct wrapper to execute a RAG pipeline with tailored tools and knowledge. The tutorial provides step-by-step instructions for setting up the environment, including necessary accounts and plugins, constructing agents within Flowise, and deploying the application both locally and on the cloud with Fly.io. This approach allows for streamlined customer interactions by swiftly routing inquiries to the appropriate agent, enhancing efficiency in customer support and marketing lead qualification. The article also highlights the potential for further customization and extension of this multi-agent framework to accommodate more complex scenarios.