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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 fastapi import FastAPI
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from transformers import pipeline
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# 1. Инициализация FastAPI
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app = FastAPI()
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# 2. Ленивая
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summarizer = None
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def summarize_text(text):
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global summarizer
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if summarizer is None:
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summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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result = summarizer(text, max_length=180, min_length=50, do_sample=False)
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return result[0]["summary_text"]
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# 3.
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iface = gr.Interface(
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fn=summarize_text,
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inputs=gr.Textbox(lines=
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outputs="
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title="Eroha
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description="
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)
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# 4.
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from gradio.routes import mount_gradio_app
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app = mount_gradio_app(app, iface, path="/")
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import gradio as gr
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from fastapi import FastAPI
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from transformers import pipeline
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from gradio.routes import mount_gradio_app
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# 1. Инициализация FastAPI-приложения
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app = FastAPI(title="Eroha Summarizer PRO", version="3.7")
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# 2. Ленивая загрузка модели (ускоряет запуск)
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summarizer = None
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def summarize_text(text: str):
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global summarizer
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if summarizer is None:
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summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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result = summarizer(text, max_length=180, min_length=50, do_sample=False)
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return result[0]["summary_text"]
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# 3. Gradio интерфейс
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iface = gr.Interface(
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fn=summarize_text,
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inputs=gr.Textbox(lines=10, label="Введите текст для суммаризации"),
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outputs=gr.Textbox(label="Результат"),
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title="Eroha Summarizer PRO",
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description="AI-инструмент для автоматической суммаризации текста."
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)
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# 4. Интеграция Gradio в FastAPI (чтобы не завершался контейнер)
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app = mount_gradio_app(app, iface, path="/")
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# 5. Стандартный эндпоинт для API-запросов
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@app.post("/api/summarize")
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async def summarize_api(request: dict):
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text = request.get("text", "")
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summary = summarize_text(text)
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return {"summary": summary}
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