swarms/examples/multi_agent/batched_grid_workflow

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:

• BatchedGridWorkflow Reference
• Simple Examples Documentation
• Advanced Examples Documentation