from .prompt_handler import handle_prompt

class RAGLLM:
    def __init__(self, vector_db):
        self.vector_db = vector_db

    def __call__(self, query):
        vectorized_query = handle_prompt(query)
        similar_chunks = self.vector_db.query(vectorized_query)
        # Here you would integrate with your chosen LLM API
        response = self.generate_response(query, similar_chunks)
        return response

    def generate_response(self, query, chunks):
        # Implement your LLM integration here
        pass