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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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prompt = f"๋ค์ ๋ฌธ์ฅ์ ๋ถ์ํ๊ณ ๋ฌด๋กํ๊ฑฐ๋ ๊ณผ๊ฒฉํ ํํ์ด ์์ผ๋ฉด ์ง์ ํ๊ณ , ๋ ์น์ ํ๊ฒ ๋ฐ๊ฟ์ค:\n\n{text}"
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response = chat(prompt, max_new_tokens=200)[0]['generated_text']
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return response
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# ์คํ
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import gradio as gr
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from transformers import pipeline
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import time
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# ๋ชจ๋ธ ๋ก๋ฉ ์ค ํ์
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status_message = "โณ ๋ชจ๋ธ ๋ก๋ฉ ์ค์
๋๋ค... ์ต๋ 5๋ถ ์ ๋ ๊ฑธ๋ฆด ์ ์์ด์."
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# ๊ธฐ๋ณธ ํ์ดํ๋ผ์ธ์ None์ผ๋ก ์ค์ ํด๋๊ณ , ์๋์์ ๋ก๋ฉ
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chat_model = None
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# ๋๋ต ํจ์ ์ ์
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def chat_with_model(message, history):
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global chat_model
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if chat_model is None:
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return history + [[message, "โ ๏ธ ๋ชจ๋ธ์ด ์์ง ๋ก๋ฉ๋์ง ์์์ต๋๋ค. ์ ์๋ง ๊ธฐ๋ค๋ ค ์ฃผ์ธ์."]]
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prompt = f"๋ค์ ๋ฌธ์ฅ์ ๋ถ์ํ๊ณ , ๋ฌด๋กํ๊ฑฐ๋ ๊ณต๊ฒฉ์ ์ธ ํํ์ด ์์ผ๋ฉด ์๋ ค์ฃผ๊ณ ๋ ์์ ์๊ฒ ๋ฐ๊ฟ์ค:\n\n{message}"
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response = chat_model(prompt, max_new_tokens=200)[0]['generated_text']
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return history + [[message, response]]
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# ๋ชจ๋ธ ๋ก๋ฉ ํจ์ (๋ก๋ฉ ์ค ๋ฉ์์ง๋ฅผ UI์ ๋ณด์ฌ์ฃผ๊ธฐ ์ํด ๋ฐ๋ก ๋ถ๋ฆฌ)
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def load_model():
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global chat_model
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time.sleep(1) # ์ ๊น ๊ธฐ๋ค๋ฆฌ๊ฒ ํด์ status ํ์๊ฐ ์ ์ฉ๋๋๋ก
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chat_model = pipeline("text-generation", model="beomi/KoAlpaca-Polyglot-5.8B")
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return "โ
๋ชจ๋ธ์ด ์ค๋น๋์์ต๋๋ค. ์ด์ ๋ฌธ์ฅ์ ์
๋ ฅํด ๋ณด์ธ์!"
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# Gradio Blocks ๊ธฐ๋ฐ UI
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with gr.Blocks() as demo:
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chatbot = gr.Chatbot(label="AI ๋ฌธ์ฅ ๋ถ์๊ธฐ")
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msg = gr.Textbox(label="๋ฌธ์ฅ์ ์
๋ ฅํ์ธ์", placeholder="์: ๋๋ ์ ๋ง ์ด์ํ๊ฒ ํ๋ํด")
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status = gr.Markdown(status_message)
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# ๋ฒํผ ์
๋ ฅ ์ ์ฐ๊ฒฐ
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def respond_and_clear(user_input, history):
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new_history = chat_with_model(user_input, history)
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return "", new_history
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msg.submit(respond_and_clear, [msg, chatbot], [msg, chatbot])
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# ๋ชจ๋ธ ๋ก๋ฉ ๋น๋๊ธฐ ์ฒ๋ฆฌ
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gr.on_page_load(load_model, outputs=status)
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# ์คํ
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demo.launch()
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