app.py

import streamlit as st
from setfit import SetFitModel

l6_model = SetFitModel.from_pretrained("nayan06/binary-classifier-conversion-intent-1.1-l6")

st.title("Conversion? Or Not?")

Text = st.text_input("Enter the sentence")


@st.cache
def model_inference(text):
    prediction = l6_model([text])
    if prediction == 1:
        return "Intent-To-Convert"
    else:
        return "Others"


st.subheader('Classified Intent Is')
st.write(model_inference(Text))