Agno
Agent frameworksA fast, lightweight Python framework for building multi-agent systems with memory and tools.
Agno is a Python framework for agents that emphasises low overhead — fast instantiation and a small memory footprint per agent, which matters when you run many at once.
It covers the usual ground — tools, memory, knowledge, multi-agent teams — in a clean, model-agnostic API, and pairs with a runtime for serving agents in production.
Where it's ideally used
A fit for Python teams building multi-agent systems where per-agent overhead and speed matter.
Where it doesn't fit
A younger ecosystem than the established frameworks — less of a fit when you want the deepest pool of examples and integrations.