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| import streamlit as st | |
| from extractive_model import summarize_pdf_with_textrank | |
| # Set page to wide mode | |
| st.set_page_config(layout="wide") | |
| # Function to handle file upload and return its content | |
| def load_pdf(file): | |
| pdf_reader = PyPDF2.PdfReader(file) | |
| pdf_text = "" | |
| for page_num in range(len(pdf_reader.pages)): | |
| pdf_text += pdf_reader.pages[page_num].extract_text() | |
| return pdf_text | |
| # Main app | |
| def main(): | |
| st.title("Terms of Service Summarizer") | |
| # Layout: 3 columns | |
| col1, col2, col3 = st.columns([1, 3, 2], gap="large") | |
| # Left column: Dropdown menu | |
| with col1: | |
| dropdown_options = ['Abstractive', 'Extractive'] | |
| dropdown_selection = st.selectbox("Choose type of summerizer:", dropdown_options) | |
| # Middle column: Text input and File uploader | |
| with col2: | |
| user_input = st.text_input("Enter your text here:") | |
| uploaded_file = st.file_uploader("Upload a PDF", type="pdf") | |
| if st.button("Summarize"): | |
| # Handling file upload | |
| if uploaded_file is not None: | |
| file_content = load_pdf(uploaded_file) | |
| st.write("PDF uploaded successfully.") | |
| # summary = summarizer(file_content) | |
| summary = file_content | |
| elif user_input is not None: | |
| # summary = summarizer(user_input) | |
| summary = user_input | |
| else: | |
| st.wirte("Upload a PDF or put in your text!") | |
| st.session_state.summary = summary | |
| # Right column: Displaying text after pressing 'Summarize' | |
| with col3: | |
| st.write("Output:") | |
| if 'summary' in st.session_state: | |
| st.write(st.session_state.summary) | |
| if __name__ == "__main__": | |
| main() |