#!/usr/bin/env python
# coding: utf-8

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import gradio as gr
from joblib import load

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

def prediction(email):

    inp = [email]

    inp_final = conv.transform(inp)

    res = model.predict(inp_final)[0]

    return "not spam" if res == 1 else 'spam'

iface = gr.Interface(

    fn = prediction,
    inputs = [gr.Text(label="Email")],
    outputs = 'text',
    title = 'spam Identifier',
    description = 'spam detection')

iface.launch()


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