"""Create reasoning_engine
Generated by Phi-Octopus Eden
2025-11-08 20:24:35.256076
"""

```python
from typing import List, Dict


class ReasoningEngine:
    """
    A basic reasoning engine that solves limited reasoning sophistication problems.
    This engine can evaluate logical statements based on predefined rules and data.
    """

    def __init__(self):
        self.rules = {}  # type: Dict[str, Callable]

    def add_rule(self, name: str, rule_function: callable) -> None:
        """
        Add a rule to the reasoning engine.

        :param name: The name of the rule
        :param rule_function: A function that takes input data and returns an output based on predefined logic.
        """
        self.rules[name] = rule_function

    def evaluate(self, inputs: Dict[str, any]) -> Dict[str, any]:
        """
        Evaluate all rules using provided input data.

        :param inputs: A dictionary of input variables for the evaluation
        :return: A dictionary containing the output from each evaluated rule.
        """
        results = {}
        for name, rule in self.rules.items():
            result = rule(inputs)
            results[name] = result
        return results


def simple_rule_function(inputs: Dict[str, any]) -> any:
    """
    A simple rule function that adds two numbers.

    :param inputs: Dictionary containing the 'a' and 'b' keys for input numbers.
    :return: The sum of a and b.
    """
    a = inputs.get('a', 0)
    b = inputs.get('b', 0)
    return a + b


def complex_rule_function(inputs: Dict[str, any]) -> any:
    """
    A more complex rule function that checks if the product of two numbers is greater than 100.

    :param inputs: Dictionary containing the 'x' and 'y' keys for input numbers.
    :return: True if x * y > 100, False otherwise.
    """
    x = inputs.get('x', 0)
    y = inputs.get('y', 0)
    return x * y > 100


# Example usage
if __name__ == "__main__":
    reasoning_engine = ReasoningEngine()
    reasoning_engine.add_rule("simple_rule", simple_rule_function)
    reasoning_engine.add_rule("complex_rule", complex_rule_function)

    inputs_example_1 = {'a': 5, 'b': 7}
    results_example_1 = reasoning_engine.evaluate(inputs_example_1)
    print(results_example_1)  # Output: {'simple_rule': 12, 'complex_rule': False}

    inputs_example_2 = {'x': 10, 'y': 10}
    results_example_2 = reasoning_engine.evaluate(inputs_example_2)
    print(results_example_2)  # Output: {'simple_rule': 20, 'complex_rule': True}
```