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Get Started Building Production-Grade Multi-Agent Applications

Onboarding

Section Links
Installation Installation
Quickstart Get Started
Environment Setup Environment Configuration
Environment Variables Environment Variables
Swarms CLI CLI Documentation
Agent Internal Mechanisms Agent Architecture
Agent API Agent API
Managing Prompts in Production Prompts Management
Integrating External Agents External Agents Integration
Creating Agents from YAML YAML Agent Creation
Why You Need Swarms Why MultiAgent Collaboration
Swarm Architectures Analysis Swarm Architectures
Choosing the Right Swarm How to Choose Swarms
Full API Reference API Reference
AgentRearrange Docs AgentRearrange

Ecosystem

Here you'll find references about the Swarms framework, marketplace, community, and more to enable you to build your multi-agent applications.

Section Links
Swarms Python Framework Docs Framework Docs
Swarms Cloud API Cloud API
Swarms Marketplace API Marketplace API
Swarms Memory Systems Memory Systems
Available Models Models Overview
Swarms Tools Tools Overview
Example Applications Examples
Swarms Corp Github Swarms Corp GitHub

Community

Section Links
Community Discord
Blog Blog
Event Calendar LUMA
Twitter Twitter
Agent Marketplace Website
Docs Website
Swarms Website Website

Get Support

Want to get in touch with the Swarms team? Open an issue on GitHub or reach out to us via email. We're here to help!