from google import SemanticSearch
from transformers import AutoTokenizer, AutoModel


class RAGModel:
    def __init__(self, configs) -> None:
        self.configs = configs
        model_url = configs["RAG"]["genration_model"]
        self.model = AutoModel.from_pretrained(model_url)
        self.tokenizer = AutoTokenizer.from_pretrained(model_url)

    def create_propmt(self, topk_items: list[str]):

        
    def answer_query(self, query: str, context: list[str]) :