app.py

import streamlit as st
from extract_pdf import extract_text_from_pdf
from summarize import summarize_text
from generate_answers import get_answer

st.title("📄 PDF Question Answering with Bert Model and T5 Model")

uploaded_file = st.file_uploader("Upload a PDF", type=["pdf"])
if uploaded_file:
    with st.spinner("Reading and summarizing document..."):
        raw_text = extract_text_from_pdf(uploaded_file)
        summary = summarize_text(raw_text)
        st.success("Document summarized!")
    
    with st.expander("📄 View Summary"):
        st.write(summary)

    question = st.text_input("❓ Ask a question based on the document summary:")
    if question:
        with st.spinner("Generating answer..."):
            answer = get_answer(question, summary)
        st.markdown(f"**Answer:** {answer}")