"""
Multimodal advanced agent implementation.
"""

from dataclasses import dataclass, field
from enum import Enum
from typing import Any, Dict, List


class ModalityType(Enum):
    """Types of modalities."""
    TEXT = 'text'
    IMAGE = 'image'
    AUDIO = 'audio'
    VIDEO = 'video'

@dataclass
class ModalityData:
    """Data for a specific modality."""
    modality_type: ModalityType
    data: Any
    metadata: Dict[str, Any] = field(default_factory=dict)

@dataclass
class CrossModalContext:
    """Cross-modal context for multimodal processing."""
    modalities: List[str] = field(default_factory=list)
    metadata: Dict[str, Any] = field(default_factory=dict)

@dataclass
class MultiModalAdvancedAgent:
    """Advanced multimodal agent."""
    name: str
    capabilities: List[str] = field(default_factory=list)
    
    def process(self, data: Any) -> Any:
        """Process multimodal data."""
        return f'Processed by {self.name}'

__all__ = ['MultiModalAdvancedAgent', 'CrossModalContext', 'ModalityData', 'ModalityType']
