# Spreadsheet Examples

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.

## Contents

### Core Examples
- `spreadsheet_example.py` - Basic spreadsheet functionality example
- `spreadsheet_swarm_usage.py` - Usage example for spreadsheet swarms
- `agent_config_example.csv` - Configuration file for agents

### Specialized Swarm Examples

#### Crypto Tax Swarm
- `crypto_tax_swarm/crypto_tax_spreadsheet.py` - Crypto tax calculation swarm
- `crypto_tax_swarm/crypto_tax_swarm_spreadsheet.csv` - Output data

#### Financial Analysis
- `financial_analysis/swarm_csv.py` - Financial analysis swarm implementation
- `financial_analysis/swarm.csv` - Financial analysis output data

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

## Usage

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

## Configuration

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