"""
🎮 Interactive Visualization Tools
=================================

This module provides interactive visualization tools for exploring
holographic memory systems, including dashboards and browsers.

Author: Benedict Chen (benedict@benedictchen.com)
"""

from typing import Any, Dict, Optional, List
import warnings


def create_interactive_memory_explorer(memory_system: Any,
                                     **kwargs) -> Any:
    """
    Create interactive memory system explorer.
    
    Parameters
    ----------
    memory_system : Any
        Memory system to explore
    **kwargs : dict
        Additional configuration options
        
    Returns
    -------
    Any
        Interactive explorer (implementation dependent)
    """
    warnings.warn("Interactive memory explorer not yet implemented")
    return None


def create_vector_space_browser(vectors: Dict[str, Any],
                              **kwargs) -> Any:
    """
    Create interactive vector space browser.
    
    Parameters
    ----------
    vectors : Dict[str, Any]
        Dictionary of vectors to browse
    **kwargs : dict
        Additional configuration options
        
    Returns
    -------
    Any
        Interactive browser (implementation dependent)
    """
    warnings.warn("Vector space browser not yet implemented")
    return None


def create_binding_visualizer(binding_operations: List[Dict[str, Any]],
                            **kwargs) -> Any:
    """
    Create interactive binding operation visualizer.
    
    Parameters
    ----------
    binding_operations : List[Dict[str, Any]]
        List of binding operations to visualize
    **kwargs : dict
        Additional configuration options
        
    Returns
    -------
    Any
        Interactive visualizer (implementation dependent)
    """
    warnings.warn("Binding visualizer not yet implemented")
    return None


def create_memory_dashboard(memory_statistics: Dict[str, Any],
                          **kwargs) -> Any:
    """
    Create interactive memory system dashboard.
    
    Parameters
    ----------
    memory_statistics : Dict[str, Any]
        Memory system statistics
    **kwargs : dict
        Additional configuration options
        
    Returns
    -------
    Any
        Interactive dashboard (implementation dependent)
    """
    warnings.warn("Memory dashboard not yet implemented")
    return None