"""Create reasoning_engine
Generated by Phi-Octopus Eden
2025-11-07 23:49:45.301561
"""

```python
class ReasoningEngine:
    """
    A simple reasoning engine that processes a set of rules and facts to derive new conclusions.
    
    This engine supports basic AND and OR logical operations.

    Args:
        rules: A dictionary where keys are conditions (strings) and values are functions 
               that return True or False based on the condition being met.
        facts: A list of strings representing known facts.
        
    Methods:
        derive_conclusion(condition): Derives a new conclusion from given logic operations.
    """
    
    def __init__(self, rules: dict[str, callable], facts: list[str]):
        self.rules = rules
        self.facts = set(facts)
    
    def _evaluate_condition(self, condition: str) -> bool:
        """Evaluates a single logical condition."""
        return self.rules[condition]()

    def derive_conclusion(self, condition: str) -> bool:
        """
        Derives a conclusion from the given condition using logical AND or OR operations.
        
        Args:
            condition (str): The logical condition to evaluate. Supports AND and OR.

        Returns:
            bool: True if the condition is satisfied by the current facts, False otherwise.
        """
        parts = [part.strip() for part in condition.split(' ')]
        operator = parts[1]
        operand1 = parts[0]
        operand2 = parts[2]

        if operator == 'AND':
            return self._evaluate_condition(operand1) and self._evaluate_condition(operand2)
        elif operator == 'OR':
            return self._evaluate_condition(operand1) or self._evaluate_condition(operand2)
        
        raise ValueError("Unsupported logical operation")

# Example usage:
def is_red() -> bool:
    return "is_red" in my_facts

def is_large() -> bool:
    return "is_large" in my_facts

rules = {
    "is_red": is_red,
    "is_large": is_large
}

facts = ["is_red", "is_large"]

engine = ReasoningEngine(rules, facts)

print(engine.derive_conclusion("is_red AND is_large"))  # True
print(engine.derive_conclusion("is_red OR not_is_red"))  # True (Always true if at least one condition is in the facts)
```

# Note: The `my_facts` variable should be defined before using it, as shown in the example. This is a placeholder and you would replace it with your actual set of facts.
```