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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
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"""
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client = InferenceClient("cody82/unitrip")
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max_tokens,
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temperature,
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top_p,
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):
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messages = [{"role": "system", "content": system_message}]
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for val in history:
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if val[0]:
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messages.append({"role": "user", "content": val[0]})
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if val[1]:
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messages.append({"role": "assistant", "content": val[1]})
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temperature=
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For information on how to customize the ChatInterface, peruse the gradio docs: https://www.gradio.app/docs/chatinterface
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"""
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demo = gr.ChatInterface(
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respond,
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maximum=1.0,
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value=0.95,
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step=0.05,
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label="Top-p (nucleus sampling)",
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),
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],
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if __name__ == "__main__":
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demo.launch()
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import gradio as gr
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from transformers import pipeline
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# Загружаем модель — легкая для ZeroGPU (CPU-friendly)
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qa_pipeline = pipeline("text-generation", model="tiiuae/falcon-rw-1b")
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# Инструкция боту
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system_prompt = (
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"Ты — дружелюбный бот, который отлично знает Университет Иннополис. "
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"Отвечай чётко и по делу на вопросы про университет, город Иннополис, обучение и студенческую жизнь."
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)
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# Ответная функция
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def respond(message, history):
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prompt = system_prompt + "\n"
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for user_msg, bot_msg in history:
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prompt += f"Пользователь: {user_msg}\nБот: {bot_msg}\n"
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prompt += f"Пользователь: {message}\nБот:"
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result = qa_pipeline(
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prompt,
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max_new_tokens=200,
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do_sample=True,
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temperature=0.7,
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top_k=50,
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top_p=0.95,
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pad_token_id=50256,
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)[0]["generated_text"]
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# Отделяем только ответ
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response = result.split("Бот:")[-1].strip().split("Пользователь:")[0].strip()
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history.append((message, response))
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return history
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# Интерфейс Gradio
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demo = gr.ChatInterface(
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fn=respond,
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title="Innopolis Bot",
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theme="soft",
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examples=[
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"Когда основан Университет Иннополис?",
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"Какие есть направления в бакалавриате?",
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"Как подать документы?",
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],
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if __name__ == "__main__":
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demo.launch()
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