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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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from transformers import pipeline
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#
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sentiment_pipeline = pipeline("sentiment-analysis")
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def analyze_sentiment(text):
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result = sentiment_pipeline(text)[0]
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return f"Label: {result['label']}, Confidence: {result['score']:.4f}"
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iface = gr.Interface(
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fn=analyze_sentiment,
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inputs=gr.Textbox(lines=2, placeholder="
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outputs="text",
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title="
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description="
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)
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iface.launch()
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import gradio as gr
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from transformers import pipeline
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# Загружаем модель для анализа тональности
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sentiment_pipeline = pipeline("sentiment-analysis")
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# Функция для анализа тональности текста
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def analyze_sentiment(text):
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result = sentiment_pipeline(text)[0]
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return f"Label: {result['label']}, Confidence: {result['score']:.4f}"
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# Примеры текстов для анализа
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examples = [
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"I love programming, it's so much fun!",
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"This movie was terrible, I hated it.",
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"The weather is nice today.",
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"I feel so frustrated with this project.",
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"Gradio is an amazing tool for building ML demos!"
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]
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# Создаем интерфейс Gradio
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iface = gr.Interface(
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fn=analyze_sentiment,
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inputs=gr.Textbox(lines=2, placeholder="Введите текст здесь..."),
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outputs="text",
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title="Анализ тональности текста",
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description="Введите текст, чтобы определить его тональность.",
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examples=examples, # Добавляем примеры
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examples_per_page=5 # Количество примеров на странице
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)
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# Запускаем интерфейс
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iface.launch()
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