import streamlit as st
from summarize import Summarizer
import pdfplumber

def createDemoPage(path):
    with st.spinner("Summarizing text..."):
        summarizer = Summarizer(model = "groq")
        text = readpdf("Examples/Kris.pdf")
        summary = summarizer.summarize(text)

    st.subheader("Summary")
    st.write(summary)
    
    st.subheader("Extracted Text")
    st.write(text)

def readpdf(path):
    text = ""
    with pdfplumber.open(path) as pdf_file:
        for page in pdf_file.pages:
            text += page.extract_text()
    return text