"""Create reasoning_engine
Generated by Phi-Octopus Eden
2025-11-08 18:27:02.423729
"""

```python
from typing import List, Dict, Any

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

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

    def query(self, facts: List[str]) -> bool:
        """Check if all given facts are present in the knowledge base."""
        for fact in facts:
            if fact not in self.knowledge or False in self.knowledge[fact]:
                return False
        return True

class ReasoningEngine:
    def __init__(self):
        self.kb = KnowledgeBase()

    def add_facts(self, *facts: str) -> None:
        """Add multiple facts to the knowledge base."""
        for fact in facts:
            self.kb.add_fact(fact)

    def check_conditions(self, conditions: List[str]) -> bool:
        """
        Check if all conditions are satisfied based on the current state of the KB.

        Args:
            conditions (List[str]): A list of facts to check.
        
        Returns:
            bool: True if all conditions are met, False otherwise.
        """
        return self.kb.query(conditions)

    def __str__(self) -> str:
        """Return a string representation of the knowledge base."""
        return str(self.kb.knowledge)


# Example usage
if __name__ == "__main__":
    engine = ReasoningEngine()
    engine.add_facts("all_doctors_are_medical_professionals", "john_is_a_doctor")
    
    print(engine.check_conditions(["john_is_a_doctor"]))  # Should return True
    print(engine.check_conditions(["john_is_a_doctor", "doctors_can_prescribe_drugs"]))  # Should return False, as this fact is not added

```

This `ReasoningEngine` capability includes a simple knowledge base that can add facts and query for the presence of multiple conditions. The example usage demonstrates adding some facts and checking if certain conditions are met based on those facts.