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swarms/docs/swarms_cloud/auto_swarm_builder.md

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AutoSwarmBuilder [ Needs an Fix ]

Automatically configures optimal swarm architectures based on task requirements

Swarm Type: AutoSwarmBuilder

Overview

The AutoSwarmBuilder automatically configures optimal agent architectures based on task requirements and performance metrics, simplifying swarm creation. This intelligent system analyzes the given task and automatically generates the most suitable agent configuration, eliminating the need for manual swarm design.

Key features:

  • Intelligent Configuration: Automatically designs optimal swarm structures
  • Task-Adaptive: Adapts architecture based on specific task requirements
  • Performance Optimization: Selects configurations for maximum efficiency
  • Simplified Setup: Eliminates manual agent configuration complexity

Use Cases

  • Quick prototyping and experimentation
  • Unknown or complex task requirements
  • Automated swarm optimization
  • Simplified swarm creation for non-experts

API Usage

Configuration Options

Parameter Type Description Default
task string Task description for automatic optimization Required
rules string Additional constraints and guidelines None
max_loops integer Maximum execution rounds 1

Best Practices

  • Provide detailed, specific task descriptions for better optimization
  • Use rules parameter to guide the automatic configuration
  • Ideal for rapid prototyping and experimentation
  • Review generated architecture in response metadata

Related Swarm Types