app.py

import gradio as gr
from joblib import load

model = load("model.joblib")
conv = load("tfd.joblib")

def prediction(email):
    
    inp = [email]   # passing input
    
    inp_final = conv.transform(inp)  # converting input
    
    res = model.predict(inp_final)[0] # predicting output
    
    return "Not Spam" if res==1 else "Spam" # predicting result

iface = gr.Interface(
        fn = prediction,
        inputs=[gr.Text(label="Email")],
        outputs= "text",
        title="Spam Idetifier",
        description="This is used an app which can identify the email")

iface.launch()