AI Multi-Agent Architectures – Example Notebooks

This repository contains example notebooks for the 2025 course Agenti Intelligenti e Machine Learning (AiTHO), focusing on multi-agent AI architectures.

Tech Stack

• Python
• Marimo – A modern alternative to Jupyter for interactive notebooks
• LangGraph – A framework for building AI agent workflows

AI Models

The examples use Anthropic models by default. You're welcome to switch to any model provider of your choice.

Project Structure

All the example notebooks and code are located in the examples/ directory.

Setup Instructions

1. Install Poetry

Poetry is the dependency manager used in this project. Follow the official installation guide to set it up on your system.

2. Install Project Dependencies

poetry install

3. Setup OpenAI key

Copy the file .env.example as .env and put your key in the OPENAI_API_KEY field

4. Launch the Notebooks

Use Marimo to edit and run the notebooks:

poetry run marimo edit