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Create app.py

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  1. app.py +29 -0
app.py ADDED
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+ from transformers import pipeline
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+ import gradio as gr
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+
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+ # Load the model once (global)
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+ pipe = pipeline("text-classification", model="Titeiiko/OTIS-Official-Spam-Model")
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+
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+ def is_spam(input_text: str) -> dict:
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+ """
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+ Returns {"spam": bool, "label": str, "score": float}
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+ """
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+ result = pipe(input_text)[0]
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+ is_spam_flag = result["label"] != "LABEL_0"
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+ return {
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+ "spam": is_spam_flag,
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+ "label": result["label"],
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+ "score": float(result["score"])
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+ }
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+
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+ # Gradio interface (for both API & UI)
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+ demo = gr.Interface(
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+ fn=is_spam,
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+ inputs=gr.Textbox(label="Enter text"),
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+ outputs=gr.JSON(label="Result"),
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+ title="Spam Detector API",
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+ description="Detect spam using Hugging Face Transformers."
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+ )
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+
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+ if __name__ == "__main__":
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+ demo.launch()