app.py

import pickle
import gradio as gr


model = pickle.load(open('stress_1.0.pkl', 'rb'))

def predict_stress(text):
  return model.predict([text])[0].upper()


demo = gr.Interface(
    fn = predict_stress,
    inputs=gr.Textbox(lines=2, placeholder="Enter Text Here...", label = 'Predicting Stress through text'),
    outputs = 'text',
)

demo.launch()