Spaces:
Sleeping
Sleeping
File size: 1,627 Bytes
5469939 8474e0e 5469939 8474e0e |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 |
import streamlit as st
from transformers import pipeline
from langdetect import detect
# Initialize models
summarizer = pipeline("summarization")
translator = pipeline("translation", model="Helsinki-NLP/opus-mt-en-ur")
grammar_corrector = pipeline("text2text-generation", model="vennify/t5-base-grammar-correction")
st.set_page_config(page_title="CSS AI Assistant by Komal", layout="wide")
st.title("π CSS AI Assistant π΅π°")
st.write("Helping students with news summaries, precis, essays & more β 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("π° 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("βοΈ Precis Evaluation Tool")
precis_input = st.text_area("Enter your precis for evaluation:", height=200)
if st.button("Evaluate Precis") and precis_input:
corrected = grammar_corrector("grammar: " + precis_input)[
|