Tag: multi-agent architecture

By Andrii Klymenko · Updated July 28, 2026 Quick answer: A Python multi-agent system consists of multiple autonomous AI agents with specialized roles that collaborate and communicate through a shared memory layer, rather than a single agent with tools. Each agent reasons about which actions to take, executes them, and observes results while an orchestrator…

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