agency-swarm

Why we included this project

Agency Swarm approaches multi-agent development the way you would staff a company: you define distinct roles with their own instructions and tools, then the framework routes messages between them along explicit communication flows. It builds on the OpenAI Agents SDK, so teams already comfortable with that stack get orchestration without abandoning what they know. Pydantic-based tool definitions and OpenAPI schema import handle argument validation and make it practical to wire in real services, while conversation state persists across sessions so agents keep their context after restarts. That role-based mental model suits business automation and internal workflows, where reasoning about agents as colleagues is more intuitive than hand-wiring message loops.