Multi-Agent Chat

Using the Naptha SDK and node infrastructure, we implemented a multiplayer chat app where each of the conversational agents runs on a different node using various LLMs.

Prerequisites

• Make sure you have the Naptha SDK installed.

Modules Used

This multi-agent, multi-node workflow is made of the following components, which you can find on the Naptha GitHub:

Module	Description	Repository
Multi-Agent Chat Orchestrator	Multi-agent chat across a network of multiple nodes.	GitHub
Simple Chat Agent	Agent for running simple chat with LLMs.	GitHub

Run

You can run it using the Naptha SDK with the following command:

naptha run multiagent_chat -p "prompt='I would like to count up to ten, one number at a time. ill start. one.'" --worker_nodes "http://node.naptha.ai:7001,http://node1.naptha.ai:7001"

Configuration Breakdown:

• prompt: Your initial message to start the conversation
• worker_nodes: Comma-separated list of worker node URLs

Node Distribution

This runs the flow across three nodes in total - one orchestrator node (whichever you have set as the NODE_URL in the .env file of the Naptha SDK), and two worker nodes (that you have set using the --worker_nodes flag).

Example Conversation Starters

Try these prompts to see different interaction patterns:

• Counting game: "I would like to count up to ten, one number at a time. ill start. one."
• Story creation: "Let's create a story together. I'll start: Once upon a time..."
• Word association: "Let's play word association. I'll say a word, and you respond with related words. Starting with: Ocean"

tip

Start with simple interactions to understand the flow, then try more complex conversations as you get familiar with the system.

info

Each agent in this chat system runs independently on its own node, demonstrating true distributed AI interaction!