AI Legion is a framework for autonomous agents built on LLMs that can collaborate on tasks. Users spin up multiple agents via CLI and interact with them through a console interface, sending messages that all agents receive. The agents have access to web search capabilities and learn to use available actions by requesting help on them, recovering from mistakes over time. It supports both GPT-3.5-turbo and GPT-4 as the underlying language models.