AgentSwarms is a browser-based learning platform focused on agentic AI and multi-agent systems. It provides hands-on lessons, build-along labs, runnable notebooks, interactive presentations, templates, and guided demos that let visitors build, test, fork, and modify agents and swarms directly in the browser. The site covers topics such as prompting, tools and function calling, retrieval-augmented generation, memory, guardrails, observability, voice agents, embeddings, and orchestration patterns. It is designed for people who want to learn how AI agents work by experimenting with live examples rather than only reading about them. Typical uses include studying agentic AI concepts, prototyping multi-agent workflows, exploring failure modes, and turning lesson examples into custom projects. The intended audience includes developers, builders, AI practitioners, and learners interested in agentic systems, especially those who want a practical introduction to building runnable agents and swarms. The hosted service is offered free during beta, with a generous AI usage credit and no credit card required. Users can sign up with email or Google to save work, and the platform also supports browser-based use without local setup or preexisting API keys for initial learning.
Key features
- 50+ lessons across 8 tracks
- 50+ runnable agents and swarms
- Build-along labs
- Failure-mode labs
- Interactive notebooks
- Interactive presentations
- Templates for real-world use cases
- Voice-agent playground
- Embed support for website widgets
- Visual agent builder and drag-and-drop swarm canvas
- Observability traces and guided demos
- Open-source or source-available self-hosting path for the broader platform
Who it is for
- Developers
- AI builders
- AI practitioners
- Students and self-learners
- Teams prototyping agentic workflows
- People exploring multi-agent systems
Access and pricing
Free during beta with a generous AI usage credit; no credit card required; daily request caps apply; sign-up is available with email or Google.
