"""
AutoUpdatingKnowledgeBase
Generated by Eden via recursive self-improvement
2025-10-27 19:20:33.333852
"""

class AutoUpdater:
    """A class to automatically update knowledge bases with new information."""
    
    def __init__(self, knowledge_base):
        """Initialize the auto-updater with a knowledge base repository.
        
        Args:
            knowledge_base (dict): The knowledge base to update.
        """
        self.knowledge_base = knowledge_base
        self.last_checked = None
        self.interval = 60  # Default interval in seconds
        
    def set_interval(self, seconds):
        """Set the interval for automatic updates.
        
        Args:
            seconds (int): Time between checks in seconds.
        """
        self.interval = seconds
        
    def update_knowledge_base(self):
        """Check for and incorporate new information into the knowledge base."""
        # Simulate fetching new data
        new_data = self.fetch_updates()
        
        if new_data:
            print("New information detected!")
            self.process_new_information(new_data)
            self.last_checked = self.get_current_time()
            return True
        return False
    
    def fetch_updates(self):
        """Fetch new updates from available sources."""
        # Simulating API calls or data fetching
        import random
        
        if random.random() < 0.3:  # 30% chance of new information
            return {
                "update": "Recent developments in AI research",
                "details": "New paper on neural networks published today."
            }
        return None
    
    def process_new_information(self, data):
        """Process and integrate new information into the knowledge base."""
        print("Processing new information...")
        # Simulating integration
        self.knowledge_base['latest_updates'] = data
        print("Knowledge base updated successfully.")
    
    @staticmethod
    def get_current_time():
        """Get current timestamp for checking updates."""
        import time
        return time.time()
    
    def __repr__(self):
        """String representation of the updater."""
        return f"AutoUpdater(interval={self.interval}, last_checked={self.last_checked})"

# Example usage:
if __name__ == "__main__":
    # Initialize knowledge base and auto-updater
    knowledge_base = {}
    updater = AutoUpdater(knowledge_base)
    
    print("Starting automatic knowledge updates...")
    from time import sleep
    
    @updater.interval_decorator(5)  # Every 5 seconds
    def check_updates():
        return updater.update_knowledge_base()
    
    while True:
        check_updates()
        sleep(updater.interval)