Swarms Guide
Swarms Guide
Section titled “Swarms Guide”Swarms is a Python framework for building single-agent and multi-agent systems with tools, memory, structured outputs, workflow orchestration, and deployment patterns.
How to think about it
Section titled “How to think about it”Think of Swarms as a Python application framework. Agents are objects, workflows are orchestration structures, and production use still needs logs, secrets, retries, budgets, and rollback.
Current version baseline
Section titled “Current version baseline”| Field | Value |
|---|---|
| Repository | kyegomez/swarms |
| Package | swarms |
| Version checked | 12.0.0 |
| Python requirement | >=3.10,<4.0 |
| License | Apache-2.0 |
Keep reading
Section titled “Keep reading”What to read first
Section titled “What to read first”If Swarms is new in the project, start with one Agent and one output. The workflow catalog makes more sense after the single-agent path is boring and measurable.
| Reader situation | Best next page |
|---|---|
| Need to install | Installation |
| Need a first script | Quickstart |
| Confused by terms | Core Concepts |
| Choosing a workflow | Architecture Overview |
What this guide assumes
Section titled “What this guide assumes”The version baseline is swarms 12.0.0, with Python >=3.10,<4.0. Agent projects move quickly, so use these docs as a practical map and verify exact commands against the official documentation before pinning production behavior.
Related pages
Section titled “Related pages”References
Section titled “References”- Repository: https://github.com/kyegomez/swarms
- Official docs: https://docs.swarms.world/
- LLM docs index: https://docs.swarms.world/llms.txt
- PyPI package: https://pypi.org/project/swarms/