| Item | Description | Link |
|---|---|---|
| Multi-Agent | Landing page for multi-agent concepts and structures. | Learn More |
| Available architectures | Full, current list of all 17 supported swarm types. | Learn More |
| Best practices | Design patterns and best practices for multi-agent systems. | Learn More |
| Sequential workflow | Executes tasks in a strict, predefined order. | Learn More |
| Concurrent workflow | Runs independent tasks in parallel for higher throughput. | Learn More |
| Multi agent router | Intelligent dispatcher that routes tasks based on capabilities/load. | Learn More |
| Mixture of agents | Combine diverse specialist agents for complex tasks. | Learn More |
| Group chat | Multi-agent collaborative discussion toward a shared goal. | Learn More |
| Majority voting | Consensus-based decision-making across multiple agents. | Learn More |
| Hierarchical swarm | Multi-level structures with delegation and escalation. | Learn More |
| Agent rearrange | Dynamically reorganize agents to optimize task performance. | Learn More |
| Graph workflow | DAG-based execution with explicit node/edge dependencies. | Learn More |
| Debate with judge | Adversarial debate between agents, arbitrated by a judge agent. | Learn More |
| Heavy swarm | Deep, multi-pass analysis for high-stakes tasks. | Learn More |
| Round robin | Rotates the task evenly across all agents in sequence. | Learn More |
| Batched Grid Workflow | Execute multiple tasks across multiple agents in a grid pattern. | Learn More |
Multi-Agent Swarm Types
Overview of all available multi-agent architectures in the Swarms API, each designed for specific use cases and workflows
Each multi-agent architecture type is designed for specific use cases and can be combined to create powerful multi-agent systems. Below is an overview of all multi-agent pages with full links: