"""Create reasoning_engine
Generated by Phi-Octopus Eden
2025-11-05 23:37:32.877779
"""

```python
from typing import List, Dict

class KnowledgeBase:
    def __init__(self):
        self.knowledge = {}

    def add_fact(self, fact: str) -> None:
        """Add a fact to the knowledge base."""
        if fact not in self.knowledge:
            self.knowledge[fact] = []

    def query(self, question: str) -> List[str]:
        """
        Query the knowledge base for facts related to the given question.

        Args:
            question (str): The question to answer using available facts.
        
        Returns:
            List[str]: A list of relevant facts or an empty list if no match found.
        """
        return [fact for fact in self.knowledge.keys() if question in fact]

class ReasoningEngine:
    def __init__(self, knowledge_base: KnowledgeBase):
        self.knowledge_base = knowledge_base

    def reason(self, input_question: str) -> str:
        """
        Generate a reasoned answer based on the given question and available facts.

        Args:
            input_question (str): The user's query for reasoning.
        
        Returns:
            str: A reasoned response or explanation.
        """
        relevant_facts = self.knowledge_base.query(input_question)
        if relevant_facts:
            return f"Based on the following facts: {', '.join(relevant_facts)}, the answer is that this question might be related to: {input_question}."
        else:
            return "Insufficient information in the knowledge base to provide a reasoned response."

# Example usage
def main():
    # Initialize knowledge base with some facts
    kb = KnowledgeBase()
    kb.add_fact("Cats are mammals.")
    kb.add_fact("Dogs bark loudly at night.")
    
    # Create reasoning engine using the initialized knowledge base
    reasoner = ReasoningEngine(kb)
    
    # Example queries
    print(reasoner.reason("Are cats and dogs both pets?"))
    print(reasoner.reason("Do animals make noise during nighttime?"))

if __name__ == "__main__":
    main()
```

This code creates a simple reasoning engine that uses a knowledge base to answer questions based on the available facts. The example usage demonstrates how to initialize the system, add some basic knowledge, and query it with different questions.