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swarms/examples/multi_agent/batched_grid_workflow/README.md

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BatchedGridWorkflow Examples

This directory contains examples demonstrating various usage patterns of the BatchedGridWorkflow for parallel multi-agent task execution.

Examples

1. batched_grid_simple_example.py

Basic usage examples with minimal configuration:

  • Simple two-agent setup
  • Named workflows with custom descriptions
  • Multi-loop execution
  • Three-agent workflows
  • Error handling demonstration

2. batched_grid_workflow_example.py

Comprehensive examples covering different use cases:

  • Content creation workflows
  • Research and analysis tasks
  • Problem-solving scenarios
  • Educational content generation
  • Multi-domain assessments

3. batched_grid_advanced_example.py

Advanced configuration examples:

  • Custom conversation settings
  • Iterative refinement workflows
  • Specialized domain expertise
  • Parallel analysis scenarios
  • Creative collaboration
  • Quality assurance workflows

Usage

Each example can be run independently:

python batched_grid_simple_example.py
python batched_grid_workflow_example.py
python batched_grid_advanced_example.py

Key Features Demonstrated

  • Parallel Execution: Multiple agents working on different tasks simultaneously
  • Conversation Management: Maintaining state across execution loops
  • Error Handling: Built-in error logging and exception handling
  • Flexible Configuration: Custom names, descriptions, and loop counts
  • Agent Specialization: Different agents with specific roles and expertise
  • Iterative Refinement: Multiple loops for content improvement

Documentation

For complete documentation, see: