"""
SemanticEnhancementCapability
Generated by Eden via recursive self-improvement
2025-11-01 12:48:10.185089
"""

class SemanticEnhancementCapability:
    def __init__(self):
        self.knowledge_base = {}

    def update_knowledge(self, key, value):
        """Update or add knowledge to the semantic model."""
        if key not in self.knowledge_base:
            self.knowledge_base[key] = []
        self.knowledge_base[key].append(value)

    def get_relevant_information(self, query):
        """Retrieve relevant information from the knowledge base based on a query."""
        results = []
        for key, values in self.knowledge_base.items():
            if all(keyword.lower() in key.lower() or keyword.lower() in value.lower() for keyword in query.split()):
                results.extend(values)
        return list(set(results))

    def enhance_response(self, user_input):
        """Enhance the system's response by incorporating relevant semantic information."""
        relevant_info = self.get_relevant_information(user_input)
        if relevant_info:
            return f"Based on your input, I found some related information: {', '.join(relevant_info)}"
        else:
            return "I couldn't find any specific information based on that query."

# Example usage
if __name__ == "__main__":
    capability = SemanticEnhancementCapability()
    
    # Updating the knowledge base with sample data
    capability.update_knowledge("Python", "A high-level programming language")
    capability.update_knowledge("Fractal", "A mathematical concept involving self-similarity")
    capability.update_knowledge("James Bond", "An agent from MI6")
    
    user_input = input("Enter your query: ")
    print(capability.enhance_response(user_input))