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Master the Swarms command-line interface with these step-by-step guides. Execute agents, run multi-agent workflows, and integrate Swarms into your DevOps pipelines—all from your terminal.

What You’ll Learn

TopicDescription
CLI BasicsInstall, configure, and run your first commands
Agent CreationCreate and run agents directly from command line
YAML ConfigurationDefine agents in config files for reproducible deployments
Multi-Agent CommandsRun LLM Council and Heavy Swarm from terminal
DevOps IntegrationIntegrate into CI/CD pipelines and scripts

CLI Guides

GuideDescriptionLink
CLI QuickstartGet started with Swarms CLI in 3 steps—install, configure, and runView Guide
Creating Agents from CLICreate, configure, and run AI agents directly from your terminalView Guide
YAML ConfigurationRun multiple agents from YAML configuration filesView Guide
LLM Council CLIRun collaborative multi-agent decision-making from command lineView Guide
Heavy Swarm CLIExecute comprehensive task analysis swarms from terminalView Guide
CLI Multi-Agent CommandsComplete guide to multi-agent CLI commandsView Guide
CLI ExamplesAdditional CLI usage examples and patternsView Guide

Use Cases

Use CaseRecommended Guide
First time using CLICLI Quickstart
Creating custom agentsCreating Agents from CLI
Team/production deploymentsYAML Configuration
Collaborative decision-makingLLM Council CLI
Complex research tasksHeavy Swarm CLI