This folder contains all spreadsheet-related examples for multi-agent systems, merged from the previous new_spreadsheet_new_examples and new_spreadsheet_swarm_examples folders.

• spreadsheet_example.py - Basic spreadsheet functionality example
• spreadsheet_swarm_usage.py - Usage example for spreadsheet swarms
• agent_config_example.csv - Configuration file for agents

• crypto_tax_swarm/crypto_tax_spreadsheet.py - Crypto tax calculation swarm
• crypto_tax_swarm/crypto_tax_swarm_spreadsheet.csv - Output data

• financial_analysis/swarm_csv.py - Financial analysis swarm implementation
• financial_analysis/swarm.csv - Financial analysis output data

• spreadsheet_swarm_run_id_*.csv - Various run outputs from spreadsheet swarms
• swarm_outputs/ - Directory containing metadata and detailed outputs from swarm executions

Each example demonstrates different aspects of spreadsheet integration with multi-agent systems:

1. Basic Spreadsheet Operations: Use spreadsheet_example.py to understand fundamental spreadsheet functionality
2. Swarm Integration: Use spreadsheet_swarm_usage.py to see how swarms interact with spreadsheets
3. Specialized Use Cases: Explore the crypto_tax_swarm/ and financial_analysis/ folders for domain-specific examples

Use agent_config_example.csv as a template for configuring agents in your spreadsheet-based workflows.