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Update app.py

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  1. app.py +13 -12
app.py CHANGED
@@ -1,29 +1,30 @@
1
  import gradio as gr
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  from transformers import pipeline
3
 
4
- # โœ… ํ•œ๊ตญ์–ด ๊ฒฝ๋Ÿ‰ ๋ชจ๋ธ (๋น ๋ฅด๊ณ  ๊ณต๊ฐœ๋จ)
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  generator = pipeline(
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  "text-generation",
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- model="EleutherAI/polyglot-ko-1.3b",
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- device_map="auto"
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  )
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- # โœ… ์ž…์‹œ ์ •๋ณด ์‘๋‹ต ํ•จ์ˆ˜
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  def college_ai(question):
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  prompt = f"""๋„ˆ๋Š” ํ•œ๊ตญ ์ž…์‹œ ์ „๋ฌธ๊ฐ€์•ผ.
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- ํ•™์ƒ์ด ์งˆ๋ฌธํ•˜๋ฉด ๊ฐ„๊ฒฐํ•˜๊ณ  ์ •ํ™•ํ•˜๊ฒŒ ์„ค๋ช…ํ•ด์ค˜.
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- ๊ฐ€๋Šฅํ•˜๋ฉด ๋Œ€ํ•™๋ช…, ์ „ํ˜•๋ช…, ๋ฐ˜์˜๋น„์œจ, ๊ฒฝ์Ÿ๋ฅ  ๊ฐ™์€ ์‹ค์ œ ์ •๋ณด๋ฅผ ํฌํ•จํ•ด์ค˜.
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  ์งˆ๋ฌธ: {question}
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  ๋‹ต๋ณ€:"""
 
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  response = generator(
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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_p=0.9,
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- repetition_penalty=1.1
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  )
 
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  answer = response[0]["generated_text"].split("๋‹ต๋ณ€:")[-1].strip()
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  return answer
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@@ -32,12 +33,12 @@ demo = gr.Interface(
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  fn=college_ai,
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  inputs=gr.Textbox(
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  lines=2,
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- placeholder="์˜ˆ: ํ•œ๊ตญ๊ณตํ•™๋Œ€ ํ•™์ƒ๋ถ€๊ต๊ณผ ์ „ํ˜• ๊ฒฝ์Ÿ๋ฅ  ์•Œ๋ ค์ค˜",
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  label="์ž…์‹œ ๊ด€๋ จ ์งˆ๋ฌธ ์ž…๋ ฅ"
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  ),
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  outputs=gr.Textbox(label="AI ๋‹ต๋ณ€"),
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- title="๐ŸŽ“ ์ž…์‹œ์ •๋ณด AI (College Info Assistant)",
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- description="ํ•œ๊ตญ ๋Œ€ํ•™ ์ž…์‹œ, ํ•™์ƒ๋ถ€์ข…ํ•ฉ, ๋…ผ์ˆ , ๊ต๊ณผ ์ „ํ˜• ์ •๋ณด๋ฅผ ์•Œ๋ ค์ฃผ๋Š” ์ธ๊ณต์ง€๋Šฅ์ž…๋‹ˆ๋‹ค.",
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  theme="default"
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  )
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1
  import gradio as gr
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  from transformers import pipeline
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+ # โœ… ์ดˆ๊ฒฝ๋Ÿ‰ ํ•œ๊ตญ์–ด ๋ชจ๋ธ (CPU์—์„œ๋„ ๋น ๋ฆ„)
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  generator = pipeline(
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  "text-generation",
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+ model="skt/kogpt2-base-v2"
 
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  )
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+ # โœ… ์ž…์‹œ ์ •๋ณด AI ํ•จ์ˆ˜
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  def college_ai(question):
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  prompt = f"""๋„ˆ๋Š” ํ•œ๊ตญ ์ž…์‹œ ์ „๋ฌธ๊ฐ€์•ผ.
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+ ํ•™์ƒ์ด ์งˆ๋ฌธํ•˜๋ฉด ๊ฐ„๋‹จํ•˜๊ณ  ์ •ํ™•ํ•˜๊ฒŒ ์•Œ๋ ค์ค˜.
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+ ๋„ˆ๋ฌด ์žฅํ™ฉํ•˜์ง€ ๋ง๊ณ , 3~4๋ฌธ์žฅ ์ด๋‚ด๋กœ ์„ค๋ช…ํ•ด์ค˜.
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  ์งˆ๋ฌธ: {question}
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  ๋‹ต๋ณ€:"""
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+
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  response = generator(
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  prompt,
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+ max_new_tokens=80, # ๐Ÿ”น ์†๋„ ํ–ฅ์ƒ
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  do_sample=True,
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+ temperature=0.8,
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  top_p=0.9,
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+ repetition_penalty=1.2
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  )
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+
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  answer = response[0]["generated_text"].split("๋‹ต๋ณ€:")[-1].strip()
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  return answer
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  fn=college_ai,
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  inputs=gr.Textbox(
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  lines=2,
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+ placeholder="์˜ˆ: ๊ฐ€์ฒœ๋Œ€ ํ•™์ƒ๋ถ€๊ต๊ณผ ์ „ํ˜• ๊ฒฝ์Ÿ๋ฅ  ์•Œ๋ ค์ค˜",
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  label="์ž…์‹œ ๊ด€๋ จ ์งˆ๋ฌธ ์ž…๋ ฅ"
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  ),
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  outputs=gr.Textbox(label="AI ๋‹ต๋ณ€"),
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+ title="๐ŸŽ“ ์ž…์‹œ์ •๋ณด AI (๋น ๋ฅธ ๋ฒ„์ „)",
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+ description="ํ•œ๊ตญ ๋Œ€ํ•™ ์ž…์‹œ, ํ•™์ƒ๋ถ€๊ต๊ณผยท์ข…ํ•ฉยท๋…ผ์ˆ  ์ „ํ˜• ๊ด€๋ จ ์ •๋ณด๋ฅผ ๋น ๋ฅด๊ฒŒ ์•Œ๋ ค์ฃผ๋Š” ์ธ๊ณต์ง€๋Šฅ์ž…๋‹ˆ๋‹ค.",
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  theme="default"
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  )
44