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

# In[2]:


import gradio as gr

from joblib import load

model = load("model.joblib")

cv = load("cv.joblib")

def prediction(Message):
    
    msg = [Message]
    
    msg_transform = cv.transform(msg)
    
    pred = model.predict(msg_transform)[0]
    
    
    return "An spam email☹️" if pred==1 else "Not an spam email☺️"

iface = gr.Interface(fn = prediction,
                     inputs = gr.Textbox(),
                    outputs = 'text',
                    title = "Email Detector",
                    description = "This app can identify whether an email is spam or not"
                    )


iface.launch()


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