import streamlit as st
from question_answering import QuestionAnswering

#st.write("Loading the models...")
qa = QuestionAnswering()
#st.write('Models Loaded')

st.title('Document Question Answering System')
document_text = st.text_area("Document Text", "", height=100)

query = st.text_input("Query")


if st.button("Get Answers From Document"):
    answers_lines = qa.fetch_answers(query, document_text).splitlines()
    answer_first = answers_lines[0]
    reference_first = answers_lines[1]
    st.header("ANSWER: "+answer_first)
    st.subheader("REFERENCE: "+reference_first)
    #st.markdown()