import streamlit as st
import joblib

st.title("Fake News Detection")

model = joblib.load("src/fake_news_model.pkl")
tfidf = joblib.load("src/tfidf.pkl")

haber = st.text_area("Haber metnini giriniz")

if st.button("Tahmin Et"):

    veri = tfidf.transform([haber])

    tahmin = model.predict(veri)

    if tahmin[0] == 1:
        st.success("Gerçek Haber (REAL)")
    else:
        st.error("Sahte Haber (FAKE)")