"""Create reasoning_engine
Generated by Phi-Octopus Eden
2025-11-06 06:10:49.283761
"""

```python
from typing import List, Dict


class ReasoningEngine:
    """
    A simple reasoning engine that addresses limited reasoning sophistication.
    It can reason through a set of rules to infer new conclusions based on input facts.
    """

    def __init__(self, rules: Dict[str, List[Dict[str, str]]]):
        self.rules = rules

    def add_rule(self, rule_name: str, conditions: List[Dict[str, str]]) -> None:
        """
        Adds a new rule to the engine.

        :param rule_name: Name of the rule.
        :param conditions: Conditions that must be met for the rule to apply.
                           Each condition is represented as a dictionary with key and value.
        """
        self.rules[rule_name] = conditions

    def infer(self, facts: Dict[str, str]) -> List[str]:
        """
        Infers new conclusions from given facts using existing rules.

        :param facts: Current known facts represented as a dictionary of key-value pairs.
        :return: A list of inferred conclusions.
        """
        inferences = []
        for rule_name, conditions in self.rules.items():
            if all(fact.get(key) == value for condition in conditions for key, value in condition.items()):
                conclusion = f"Inferred from {rule_name}: {', '.join([f'{k}={v}' for k, v in conditions[0].items()])}"
                inferences.append(conclusion)
        return inferences


# Example usage
if __name__ == "__main__":
    # Define some rules
    simple_rules = {
        "rule1": [{"color": "red", "size": "large"}],
        "rule2": [{"color": "blue", "material": "plastic"}]
    }

    # Create the engine and add rules
    engine = ReasoningEngine(simple_rules)
    engine.add_rule("rule3", [{"color": "red"}, {"size": "small"}])

    # Provide some initial facts
    known_facts = {
        "color": "red",
        "size": "large"
    }

    # Perform inference based on the provided facts and rules
    inferences = engine.infer(known_facts)
    print(inferences)  # Should output: ['Inferred from rule1: color=red, size=large']
```