"""
ContextAwareResponse
Generated by Eden via recursive self-improvement
2025-10-31 22:23:30.338124
"""

class ContextAwareResponse:
    def __init__(self):
        # Initialize a dictionary to store context information
        self.context_memory = {}

    def update_context(self, user_id, context_info):
        """
        Update the context for a specific user.
        
        :param user_id: Identifier for the user
        :param context_info: Information relevant to the current conversation state
        """
        if user_id not in self.context_memory:
            self.context_memory[user_id] = []
        self.context_memory[user_id].append(context_info)

    def generate_response(self, user_id, input_text):
        """
        Generate a response that considers the historical context.
        
        :param user_id: Identifier for the user
        :param input_text: The text input from the user
        :return: A generated response incorporating contextual information
        """
        if user_id in self.context_memory:
            # Retrieve the most recent context for the user
            recent_context = self.context_memory[user_id][-1]
            response = f"Considering your previous context: {recent_context}, here's my reply: {input_text}."
        else:
            response = f"Incorporating no prior context, I respond: {input_text}."
        return response

# Example usage
context_aware_response = ContextAwareResponse()
context_aware_response.update_context('user123', 'Discussing James Bond movies')
print(context_aware_response.generate_response('user123', "What is your favorite James Bond movie?"))