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Update app_gradio.py
Browse files- app_gradio.py +26 -26
app_gradio.py
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@@ -1,27 +1,27 @@
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import gradio as gr
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from utils import model_predict
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def predict_spam(text):
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prediction = model_predict(text)
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if prediction == 1:
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return "🚫 This is SPAM!"
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else:
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return "✅ This is NOT spam"
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# Create Gradio interface
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demo = gr.Interface(
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fn=predict_spam,
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inputs=gr.Textbox(label="Enter email text", lines=4, placeholder="Type or paste email text here..."),
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outputs=gr.Textbox(label="Prediction"),
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title="Email Spam Detector",
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description="Enter an email text to check if it's spam or not.",
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examples=[
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["CONGRATULATIONS! You've won $1,000,000 in our lottery! Click here to claim your prize now!"],
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["Hi Sarah, Just following up on the project timeline we discussed yesterday. Could you send me the updated schedule?"],
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["Buy now! 90% OFF luxury watches. Authentic Rolex, Omega, TAG. Limited stock!"],
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["Dear Mr. Thompson, Thank you for your recent purchase. Your order #12345 has been shipped."]
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]
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)
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if __name__ == "__main__":
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demo.launch()
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import gradio as gr
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from utils import model_predict
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def predict_spam(text):
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prediction = model_predict(text)
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if prediction == 1:
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return "🚫 This is SPAM!"
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else:
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return "✅ This is NOT spam"
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# Create Gradio interface
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demo = gr.Interface(
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fn=predict_spam,
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inputs=gr.Textbox(label="Enter email text", lines=4, placeholder="Type or paste email text here..."),
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outputs=gr.Textbox(label="Prediction"),
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title="Yahya Benmahane | Email Spam Detector",
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description="Enter an email text to check if it's spam or not.",
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examples=[
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["CONGRATULATIONS! You've won $1,000,000 in our lottery! Click here to claim your prize now!"],
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["Hi Sarah, Just following up on the project timeline we discussed yesterday. Could you send me the updated schedule?"],
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["Buy now! 90% OFF luxury watches. Authentic Rolex, Omega, TAG. Limited stock!"],
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["Dear Mr. Thompson, Thank you for your recent purchase. Your order #12345 has been shipped."]
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]
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)
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if __name__ == "__main__":
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demo.launch()
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