AI Large Model Application Practice

Dec 16, 2024 · Artificial Intelligence

8 Proven Multi‑Agent Collaboration Patterns for Smarter AI Systems

This article outlines eight multi‑agent collaboration patterns—Reflection, Sequential, Hierarchical, Transfer, Neural‑Network, Debate, Nested, and Custom—explaining their structures, typical workflows, and concrete examples such as code generation, marketing copy creation, and customer‑service routing, helping AI developers choose the right model for complex tasks.