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| # app.py | |
| import streamlit as st | |
| from transformers import pipeline | |
| from langdetect import detect | |
| from gingerit.gingerit import GingerIt | |
| # Initialize models | |
| summarizer = pipeline("summarization") | |
| translator = pipeline("translation", model="Helsinki-NLP/opus-mt-en-ur") | |
| corrector = GingerIt() | |
| st.set_page_config(page_title="CSS AI Assistant by Komal", layout="wide") | |
| st.title("📚 CSS AI Assistant 🇵🇰") | |
| st.write("Helping students with news summaries, precis, essays & more — for free!") | |
| menu = st.sidebar.radio("Select Feature", [ | |
| "Daily News Summary", | |
| "Precis Evaluation", | |
| "Essay Feedback", | |
| "Saved Notes" | |
| ]) | |
| # --- Daily News Summary --- | |
| if menu == "Daily News Summary": | |
| st.header("📰 AI-Powered News Summarizer") | |
| user_news = st.text_area("Paste or write today's news:", height=200) | |
| lang = st.radio("Language", ["English", "Urdu"]) | |
| if st.button("Summarize") and user_news: | |
| summary = summarizer(user_news, max_length=100, min_length=30, do_sample=False)[0]['summary_text'] | |
| if lang == "Urdu": | |
| translation = translator(summary)[0]['translation_text'] | |
| st.success("Summary in Urdu:") | |
| st.write(translation) | |
| else: | |
| st.success("Summary in English:") | |
| st.write(summary) | |
| # --- Precis Evaluation --- | |
| elif menu == "Precis Evaluation": | |
| st.header("✍️ Precis Evaluation Tool") | |
| precis_input = st.text_area("Enter your precis for evaluation:", height=200) | |
| if st.button("Evaluate Precis") and precis_input: | |
| result = corrector.parse(precis_input) | |
| st.success("✅ Corrected Precis:") | |
| st.write(result['result']) | |
| # --- Essay Feedback --- | |
| elif menu == "Essay Feedback": | |
| st.header("🖋️ Essay Evaluation Tool") | |
| essay_input = st.text_area("Paste your essay here:", height=300) | |
| if st.button("Evaluate Essay") and essay_input: | |
| result = corrector.parse(essay_input) | |
| st.success("✅ Suggestions:") | |
| st.write(result['result']) | |
| # --- Saved Notes (Stub) --- | |
| elif menu == "Saved Notes": | |
| st.header("💾 Saved Notes") | |
| st.info("Note saving functionality coming soon!") | |
| st.write("You will be able to store and download your summaries and corrected answers here.") | |