dotai

## Dotai Context Manager Setup Guide

### 1. Initialization
```python
from dotai import ContextManager

# Initialize the context manager
context = ContextManager()
```

### 2. Adding Agents and Plugins
```python
# Add agents
context.add_agent('Chatbot', 'chatbot_agent')
context.add_agent('DataProcessor', 'data_processor_agent')

# Add plugins
context.add_plugin('Chatbot', 'sentiment_analysis', 'sentiment_plugin')
context.add_plugin('DataProcessor', 'data_cleaning', 'cleaner_plugin')
```

### 3. Managing Commands
```python
# Define commands
commands = {
    'Chatbot': {
        'analyze_sentiment': {'plugin': 'sentiment_analysis', 'params': {'text': 'input_text'}}
    },
    'DataProcessor': {
        'clean_data': {'plugin': 'data_cleaning', 'params': {'data': 'input_data'}}
    }
}

# Add commands to context
context.add_commands(commands)
```

### 4. Executing Commands
```python
# Execute a command
result = context.execute('Chatbot', 'analyze_sentiment', {'input_text': 'I love this product!'})
print(result)
```