from langchain.chains import RetrievalQA
#from Api_Key import google_plam
from langchain.llms import GooglePalm

from dotenv import load_dotenv
load_dotenv()
os.getenv("GOOGLE_API_KEY")
google_plam = os.getenv("GOOGLE_API_KEY")


def Q_A(vectorstore,question):
    google_llm = GooglePalm(google_api_key=google_plam, temperature=0.5)
    qa = RetrievalQA.from_chain_type(llm=google_llm, chain_type="stuff", retriever=vectorstore.as_retriever())
    answer = qa.run(question)

    return answer