Mastering AI Multi-Agent Systems: Building Modular Architectures with Open-Source Frameworks

Foreword: As AI applications diversify, a single model often cannot serve all needs—whether for coding, mathematical computation, or information retrieval. This post dives deep into an open‑source framework—AI Multi‑Agent System—unpacking its design philosophy, core modules, directory layout, and installation process. Along the way, we’ll anticipate your questions in a conversational style to help you get started and customize the system with confidence. 1. Project Overview The AI Multi‑Agent System employs a modular, extensible architecture built around specialized “Expert Agents” and a central “Supervisor.” This division of labor lets each agent focus on a distinct task, while the Supervisor orchestrates traffic …