"""Create reasoning_engine
Generated by Phi-Octopus Eden
2025-11-06 05:29:51.427812
"""

```python
from typing import List, Dict

class ReasoningEngine:
    """
    A simple reasoning engine that processes a set of rules and facts to draw conclusions.
    Each rule is represented as a function that takes facts and returns a conclusion.
    """

    def __init__(self):
        self.rules = []

    def add_rule(self, rule_func: callable) -> None:
        """
        Adds a new rule function to the reasoning engine.

        :param rule_func: A function that takes a list of facts and returns a conclusion as a dictionary.
        """
        self.rules.append(rule_func)

    def draw_conclusion(self, facts: List[Dict[str, any]]) -> Dict[str, any]:
        """
        Draws a conclusion by applying all the rules to the given facts.

        :param facts: A list of dictionaries representing known facts. Each fact is represented as {attribute: value}.
        :return: A dictionary representing the conclusions drawn from the facts.
        """
        results = {}
        for rule in self.rules:
            new_results = rule(facts)
            if new_results and isinstance(new_results, dict):
                for key, value in new_results.items():
                    if key not in results or (isinstance(value, list) and len(results[key]) < len(value)):
                        results[key] = value
        return results


# Example usage:
def simple_rule(facts: List[Dict[str, any]]) -> Dict[str, any]:
    """
    A simple rule that checks for the presence of a specific fact.
    If 'temperature' is above 30 degrees, it concludes that 'hot_day' is True.

    :param facts: A list of dictionaries representing known facts.
    :return: A dictionary with the conclusion if applicable.
    """
    for fact in facts:
        if 'temperature' in fact and int(fact['temperature']) > 30:
            return {'hot_day': True}
    return {}


def more_complex_rule(facts: List[Dict[str, any]]) -> Dict[str, any]:
    """
    A more complex rule that checks multiple conditions.
    If both 'temperature' is above 25 degrees and 'humidity' is over 70%, it concludes that 'comfortable_conditions' are False.

    :param facts: A list of dictionaries representing known facts.
    :return: A dictionary with the conclusion if applicable.
    """
    for fact in facts:
        if 'temperature' in fact and int(fact['temperature']) > 25 and 'humidity' in fact and float(fact['humidity']) > 70:
            return {'comfortable_conditions': False}
    return {}


# Creating an instance of the reasoning engine
reasoning_engine = ReasoningEngine()

# Adding rules to the engine
reasoning_engine.add_rule(simple_rule)
reasoning_engine.add_rule(more_complex_rule)

# Providing some facts to test the reasoning engine
facts = [{'temperature': '32', 'humidity': '65'}, {'temperature': '28'}]

# Drawing conclusions based on these facts
conclusions = reasoning_engine.draw_conclusion(facts)
print(conclusions)  # Expected output: {'hot_day': True}
```