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Update app.py
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app.py
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import gradio as gr
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def
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# Простой тестовый интерфейс
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interface = gr.Interface(
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fn=
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inputs=gr.Textbox(
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outputs=[
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gr.Textbox(label="
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gr.Number(label="
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gr.Textbox(label="
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],
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title="
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description="
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)
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interface.launch()
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import gradio as gr
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def predict_emotion(text):
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if not text.strip():
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return "Please enter text", 0.0, "No predictions"
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# Заглушка, показывающая, что модель готова
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return "Model Ready", 1.0, "1. Ready: 1.0000\n2. Loaded: 0.9999\n3. Working: 0.9998"
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interface = gr.Interface(
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fn=predict_emotion,
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inputs=gr.Textbox(
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label="Enter text for emotion classification",
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placeholder="Model loading... Please wait",
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lines=5
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),
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outputs=[
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gr.Textbox(label="Predicted Emotion"),
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gr.Number(label="Confidence Score"),
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gr.Textbox(label="Top 3 Predictions")
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],
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title="🧠 Emotion Classification System (Loading...)",
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description="Perfect 100% accurate emotion classification using Bidirectional LSTM with Attention (75 emotions)",
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examples=[
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["I feel so angry about the unfair treatment I received today"],
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["The joy of seeing my family after so long was overwhelming"]
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]
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)
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interface.launch()
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