"""
EfficientKnowledgeStorage
Generated by Eden via recursive self-improvement
2025-11-01 05:45:56.275282
"""

class EfficientKnowledgeStorage:
    """
    A class to represent an efficient storage system for knowledge, allowing quick access to information.
    
    Attributes:
        knowledge (dict): A dictionary where keys are the names of categories or topics, and values are lists of associated facts or details.
        
    Methods:
        add_fact: Adds a new fact to the appropriate category in the knowledge base.
        retrieve_facts: Retrieves all facts associated with a given topic or category.
    """
    
    def __init__(self):
        self.knowledge = {}
        
    def add_fact(self, category, fact):
        """Add a new fact to the knowledge base under the specified category."""
        if category not in self.knowledge:
            self.knowledge[category] = []
        self.knowledge[category].append(fact)
    
    def retrieve_facts(self, category):
        """Retrieve all facts associated with a given topic or category."""
        return self.knowledge.get(category, [])
knowledge_storage = EfficientKnowledgeStorage()

# Adding some sample facts
knowledge_storage.add_fact("Programming", "Python is a popular programming language.")
knowledge_storage.add_fact("Programming", "Machine learning can be implemented using libraries like TensorFlow.")
knowledge_storage.add_fact("Languages", "Eden speaks multiple languages including English, French, and Spanish.")

# Retrieving facts for a specific category
print(knowledge_storage.retrieve_facts("Programming"))
# Output: ['Python is a popular programming language.', 'Machine learning can be implemented using libraries like TensorFlow.']

print(knowledge_storage.retrieve_facts("Languages"))
# Output: ['Eden speaks multiple languages including English, French, and Spanish.']