import json from typing import Any class DynamicLearner: """Learns from file contents to improve response accuracy""" def __init__(self): self.knowledge_base = {} def learn_from_file(self, file_path: str): """Learn from the contents of the provided file""" with open(file_path, 'r') as file: data = json.load(file) for key, value in data.items(): self.knowledge_base[key] = value def get_knowledge(self, key: str) -> Any: """Retrieve knowledge based on the key""" return self.knowledge_base.get(key)