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import streamlit as st
from question_answering import QuestionAnswering
st.title('Document Question Answering System')
st.write("Loading the models...")
qa = QuestionAnswering()
st.write('Models Loaded')
document_text = st.text_area("Document Text", "", height=100)
query = st.text_input("Query")
#if st.button("Get Answers From Document"):
if len(document_text.strip()) > 0 and len(query.strip()) > 0:
st.write('Fetching answer...')
answers_lines = qa.fetch_answers(query, document_text).splitlines()
answer_first = answers_lines[0]
reference_first = answers_lines[1]
st.write('Check the answer below...with reference text')
st.header("ANSWER: "+answer_first)
st.subheader("REFERENCE: "+reference_first)
#st.markdown()
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