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

# In[14]:


import gradio as gr
from joblib import load 

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

def prediction(email):
    inp =[email]
    inp_final = conv.tranform(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 = "this is used an app which can identify the email"
        )
iface.launch()


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