Create app.py

app.py

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+import gradio as gr
+from inference import EnsembleInference
+
+model = EnsembleInference("Final_Model.pt")
+
+def predict_text(text):
+    result = model.predict(text)
+    return f"{result['prediction']} (Confidence: {result['confidence']})\n\nDetails:\n- RoBERTa: {result['details']['roberta_confidence']}\n- DeBERTa: {result['details']['deberta_confidence']}"
+
+iface = gr.Interface(
+    fn=predict_text,
+    inputs=gr.Textbox(lines=5, placeholder="Enter your text here..."),
+    outputs="text",
+    title="AI Detector",
+    description="This model detects whether the text is AI-generated or human-written using an ensemble of RoBERTa and DeBERTa."
+)
+
+iface.launch()