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- ๐Ÿค– ์ผ๊ธฐ ๊ธฐ๋ฐ˜ ๊ฐ์ • ๋ถ„์„ ๋ฐ ์ฝ˜ํ…์ธ  ์ถ”์ฒœ ์›น (v2.0)
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- ํ•˜๋ฃจ๋ฅผ ๋งˆ๋ฌด๋ฆฌํ•˜๋ฉฐ ์“ฐ๋Š” ๋‹น์‹ ์˜ ์ผ๊ธฐ, ๊ทธ ์†์— ์ˆจ๊ฒจ์ง„ ์ง„์งœ ๊ฐ์ •์€ ๋ฌด์—‡์ผ๊นŒ์š”?
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- ์ด ํ”„๋กœ์ ํŠธ๋Š” AI๋ฅผ ํ†ตํ•ด ๋‹น์‹ ์˜ ๊ธ€์„ ์ดํ•ดํ•˜๊ณ , ๊ฐ์ •์— ๋ชฐ์ž…ํ•˜๊ฑฐ๋‚˜ ํ˜น์€ ์ƒˆ๋กœ์šด ํ™œ๋ ฅ์ด ํ•„์š”ํ•  ๋•Œ ๋งž์ถคํ˜• ์ฝ˜ํ…์ธ ๋ฅผ ์ถ”์ฒœํ•ด์ฃผ๋Š” ๋‹น์‹ ๋งŒ์˜ ๊ฐ์„ฑ ๋น„์„œ์ž…๋‹ˆ๋‹ค.
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- =======
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  # ๐Ÿค– ์ผ๊ธฐ ๊ธฐ๋ฐ˜ ๊ฐ์ • ๋ถ„์„ ๋ฐ ์ฝ˜ํ…์ธ  ์ถ”์ฒœ ์›น
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  > ํ•˜๋ฃจ๋ฅผ ๋งˆ๋ฌด๋ฆฌํ•˜๋ฉฐ ์“ฐ๋Š” ๋‹น์‹ ์˜ ์ผ๊ธฐ, ๊ทธ ์†์— ์ˆจ๊ฒจ์ง„ ์ง„์งœ ๊ฐ์ •์€ ๋ฌด์—‡์ผ๊นŒ์š”?
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  > ์ด ํ”„๋กœ์ ํŠธ๋Š” AI๋ฅผ ํ†ตํ•ด ๋‹น์‹ ์˜ ๊ธ€์„ ์ดํ•ดํ•˜๊ณ , ๊ฐ์ •์— ๋ชฐ์ž…ํ•˜๊ฑฐ๋‚˜ ํ˜น์€ ์ƒˆ๋กœ์šด ํ™œ๋ ฅ์ด ํ•„์š”ํ•  ๋•Œ ๋งž์ถคํ˜• ์ฝ˜ํ…์ธ ๋ฅผ ์ถ”์ฒœํ•ด์ฃผ๋Š” ๋‹น์‹ ๋งŒ์˜ ๊ฐ์„ฑ ๋น„์„œ์ž…๋‹ˆ๋‹ค.
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  ## ๐Ÿš€ ๋ผ์ด๋ธŒ ๋ฐ๋ชจ (Live Demo)
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  ๐Ÿ‘‰ https://huggingface.co/spaces/koons/emotion-chatbot
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  (์œ„ ์ฃผ์†Œ๋Š” ์‹ค์ œ ๋ฐฐํฌ๋œ Space ID ๊ธฐ์ค€์ž…๋‹ˆ๋‹ค.)
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- =======
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- <br>
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- (์œ„ ์ฃผ์†Œ๋Š” ์ด์ „์— ํ™•์ธ๋œ Space ID ๊ธฐ์ค€์ด๋ฉฐ, ์‹ค์ œ ์ตœ์ข… ๋ฐฐํฌ๋œ ์ฃผ์†Œ๋กœ ์ˆ˜์ •ํ•ด์ฃผ์„ธ์š”.)
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  <br>
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- โœจ ํ•ต์‹ฌ ๊ธฐ๋Šฅ (Key Features)
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- ๐Ÿค– AI ๊ธฐ๋ฐ˜ ๊ฐ์ • ๋ถ„์„: klue/roberta-base ๋ชจ๋ธ์„ 'AI Hub ๊ฐ์„ฑ๋Œ€ํ™” ๋ง๋ญ‰์น˜' ๋ฐ์ดํ„ฐ๋กœ ๋ฏธ์„ธ ์กฐ์ •(Fine-tuning)ํ•˜์—ฌ, ์ผ๊ธฐ ์†์— ๋‹ด๊ธด ๋ณตํ•ฉ์ ์ธ ๊ฐ์ •์„ 85% ์ด์ƒ์˜ ์ •ํ™•๋„๋กœ ๋ถ„์„ํ•ฉ๋‹ˆ๋‹ค.
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- =======
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  # โœจ ํ•ต์‹ฌ ๊ธฐ๋Šฅ
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  ๐Ÿค– ํ…์ŠคํŠธ ์† ๊ฐ์ • ํƒ์ƒ‰: klue/roberta-base ๋ชจ๋ธ์„ ํ•œ๊ตญ์–ด '๊ฐ์„ฑ๋Œ€ํ™” ๋ง๋ญ‰์น˜' ๋ฐ์ดํ„ฐ๋กœ ๋ฏธ์„ธ์กฐ์ •ํ•˜์—ฌ, ์ผ๊ธฐ ์†์— ๋‹ด๊ธด ๋ณตํ•ฉ์ ์ธ ๊ฐ์ •์„ 85% ์ด์ƒ์˜ ์ •ํ™•๋„๋กœ ๋ถ„์„ํ•ฉ๋‹ˆ๋‹ค.
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  ๐ŸŽญ ๊ฐ์„ฑ ๋งž์ถค ํ๋ ˆ์ด์…˜: ๋ถ„์„๋œ ๊ฐ์ •์„ ๋” ๊นŠ์ด ์Œ๋ฏธํ•˜๊ณ  ์‹ถ์„ ๋•Œ(์ˆ˜์šฉ)์™€ ์ƒˆ๋กœ์šด ๊ธฐ๋ถ„์œผ๋กœ ์ „ํ™˜ํ•˜๊ณ  ์‹ถ์„ ๋•Œ(์ „ํ™˜), ๋‘ ๊ฐ€์ง€ ์‹œ๋‚˜๋ฆฌ์˜ค์— ๋งž์ถฐ ์˜ํ™”, ์Œ์•…, ์ฑ…์„ ์ถ”์ฒœํ•ฉ๋‹ˆ๋‹ค.
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- โš™๏ธ ๊ธฐ์ˆ  ์Šคํƒ ๋ฐ ์•„ํ‚คํ…์ฒ˜
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- ๊ตฌ๋ถ„ ๊ธฐ์ˆ 
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- Backend Python 3.10, Flask, Gunicorn
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- Frontend HTML, CSS, JavaScript
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- AI / Data PyTorch, Hugging Face Transformers, Scikit-learn, Pandas
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- Deployment Docker, GitHub Actions (CI/CD), Hugging Face Spaces
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- Version Control Git, GitHub, Git LFS
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-
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- Sheets๋กœ ๋‚ด๋ณด๋‚ด๊ธฐ
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- ๋ฐฐํฌ ์•„ํ‚คํ…์ฒ˜ (CI/CD Pipeline):
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- =======
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  # โš™๏ธ ๊ธฐ์ˆ  ์Šคํƒ ๋ฐ ์•„ํ‚คํ…์ฒ˜
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  | ๊ตฌ๋ถ„ | ๊ธฐ์ˆ  |
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  | :--- | :--- |
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  Git Push (main ๋ธŒ๋žœ์น˜) โ†’ GitHub Actions (CI/CD ํŠธ๋ฆฌ๊ฑฐ) โ†’ Dockerfile ๋นŒ๋“œ โ†’ Hugging Face Spaces (์ž๋™ ๋ฐฐํฌ ๋ฐ ์„œ๋น™)
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  <br>
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- ๐Ÿ› ๏ธ ์‹œ์ž‘ํ•˜๊ธฐ: ๋กœ์ปฌ ํ™˜๊ฒฝ ์„ค์ • ๋ฐ ์‹คํ–‰
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- ์‚ฌ์ „ ์š”๊ตฌ์‚ฌํ•ญ
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- Python 3.10
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- =======
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  ## ๐Ÿš€ ์‹œ์ž‘ํ•˜๊ธฐ: ๋กœ์ปฌ ํ™˜๊ฒฝ ์„ค์ • ๋ฐ ์‹คํ–‰ (Getting Started)
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  ์ด ํ”„๋กœ์ ํŠธ๋Š” ๋…๋ฆฝ๋œ ๊ฐ€์ƒํ™˜๊ฒฝ์—์„œ ์‹คํ–‰ํ•˜๋Š” ๊ฒƒ์„ ๊ฐ•๋ ฅํ•˜๊ฒŒ ๊ถŒ์žฅํ•ฉ๋‹ˆ๋‹ค. ๊ฐ€์ƒํ™˜๊ฒฝ์€ PC์˜ ๋‹ค๋ฅธ ํŒŒ์ด์ฌ ํ”„๋กœ์ ํŠธ์™€ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๊ฐ€ ์ถฉ๋Œํ•˜๋Š” ๊ฒƒ์„ ๋ฐฉ์ง€ํ•ด์ฃผ๋Š” '๋…๋ฆฝ๋œ ์ž‘์—… ๊ณต๊ฐ„'์ž…๋‹ˆ๋‹ค.
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  ### ๐ŸŒ ๋ฐฉ๋ฒ• 1: Anaconda ์‚ฌ์šฉ (๊ฐ€์žฅ ์•ˆ์ •์ ์ธ ๋ฐฉ๋ฒ•)
@@ -100,9 +67,8 @@ AI/ML ํ”„๋กœ์ ํŠธ์— ํ•„์š”ํ•œ ๋ณต์žกํ•œ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋“ค์„ ๊ฐ€์žฅ ์•ˆ์ •์ 
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  # 1. GitHub์—์„œ ํ”„๋กœ์ ํŠธ ๋ณต์ œ
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  git clone [https://github.com/kootaeng2/Emotion-Chatbot-App.git](https://github.com/kootaeng2/Emotion-Chatbot-App.git)
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  cd Emotion-Chatbot-App
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  2. ๊ฐ€์ƒํ™˜๊ฒฝ ์ƒ์„ฑ ๋ฐ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์„ค์น˜ (Anaconda ๊ถŒ์žฅ)
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- Bash
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  # Anaconda ๊ฐ€์ƒํ™˜๊ฒฝ ์ƒ์„ฑ ๋ฐ ํ™œ์„ฑํ™”
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  conda create -n sentiment_env python=3.10
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  # ํ•„์ˆ˜ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์„ค์น˜ (PyTorch ๋จผ์ €, ์ดํ›„ requirements.txt)
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  pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
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- =======
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  # 2. 'sentiment_env'๋ผ๋Š” ์ด๋ฆ„์œผ๋กœ Python 3.10 Conda ๊ฐ€์ƒํ™˜๊ฒฝ ์ƒ์„ฑ
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  # 4. ํ•„์ˆ˜ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์„ค์น˜ (PyTorch ๋จผ์ €, ์ดํ›„ requirements.txt)
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  pip install torch torchvision torchaudio --index-url [https://download.pytorch.org/whl/cu118](https://download.pytorch.org/whl/cu118)
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  โ”œโ”€โ”€ recommender.py # ์ถ”์ฒœ ๋กœ์ง ๋ชจ๋“ˆ
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  โ”œโ”€โ”€ static/ # CSS, ํด๋ผ์ด์–ธํŠธ JS ํŒŒ์ผ
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  โ””โ”€โ”€ templates/ # HTML ํ…œํ”Œ๋ฆฟ ํŒŒ์ผ```
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- <br>
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- ... (๊ธฐํƒ€ ํ”„๋กœ์ ํŠธ ํŒŒ์ผ ๋ฐ ํด๋”) ...
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  ๐Ÿง—โ€โ™‚๏ธ ์ฃผ์š” ๊ฐœ๋ฐœ ๋„์ „ ๊ณผ์ œ ๋ฐ ํ•ด๊ฒฐ ๊ณผ์ • (Troubleshooting Journey)
 
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  # ๐Ÿค– ์ผ๊ธฐ ๊ธฐ๋ฐ˜ ๊ฐ์ • ๋ถ„์„ ๋ฐ ์ฝ˜ํ…์ธ  ์ถ”์ฒœ ์›น
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  > ํ•˜๋ฃจ๋ฅผ ๋งˆ๋ฌด๋ฆฌํ•˜๋ฉฐ ์“ฐ๋Š” ๋‹น์‹ ์˜ ์ผ๊ธฐ, ๊ทธ ์†์— ์ˆจ๊ฒจ์ง„ ์ง„์งœ ๊ฐ์ •์€ ๋ฌด์—‡์ผ๊นŒ์š”?
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  > ์ด ํ”„๋กœ์ ํŠธ๋Š” AI๋ฅผ ํ†ตํ•ด ๋‹น์‹ ์˜ ๊ธ€์„ ์ดํ•ดํ•˜๊ณ , ๊ฐ์ •์— ๋ชฐ์ž…ํ•˜๊ฑฐ๋‚˜ ํ˜น์€ ์ƒˆ๋กœ์šด ํ™œ๋ ฅ์ด ํ•„์š”ํ•  ๋•Œ ๋งž์ถคํ˜• ์ฝ˜ํ…์ธ ๋ฅผ ์ถ”์ฒœํ•ด์ฃผ๋Š” ๋‹น์‹ ๋งŒ์˜ ๊ฐ์„ฑ ๋น„์„œ์ž…๋‹ˆ๋‹ค.
 
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  ## ๐Ÿš€ ๋ผ์ด๋ธŒ ๋ฐ๋ชจ (Live Demo)
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  ๐Ÿ‘‰ https://huggingface.co/spaces/koons/emotion-chatbot
 
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  (์œ„ ์ฃผ์†Œ๋Š” ์‹ค์ œ ๋ฐฐํฌ๋œ Space ID ๊ธฐ์ค€์ž…๋‹ˆ๋‹ค.)
 
 
 
 
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  # โœจ ํ•ต์‹ฌ ๊ธฐ๋Šฅ
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  ๐Ÿค– ํ…์ŠคํŠธ ์† ๊ฐ์ • ํƒ์ƒ‰: klue/roberta-base ๋ชจ๋ธ์„ ํ•œ๊ตญ์–ด '๊ฐ์„ฑ๋Œ€ํ™” ๋ง๋ญ‰์น˜' ๋ฐ์ดํ„ฐ๋กœ ๋ฏธ์„ธ์กฐ์ •ํ•˜์—ฌ, ์ผ๊ธฐ ์†์— ๋‹ด๊ธด ๋ณตํ•ฉ์ ์ธ ๊ฐ์ •์„ 85% ์ด์ƒ์˜ ์ •ํ™•๋„๋กœ ๋ถ„์„ํ•ฉ๋‹ˆ๋‹ค.
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  ๐ŸŽญ ๊ฐ์„ฑ ๋งž์ถค ํ๋ ˆ์ด์…˜: ๋ถ„์„๋œ ๊ฐ์ •์„ ๋” ๊นŠ์ด ์Œ๋ฏธํ•˜๊ณ  ์‹ถ์„ ๋•Œ(์ˆ˜์šฉ)์™€ ์ƒˆ๋กœ์šด ๊ธฐ๋ถ„์œผ๋กœ ์ „ํ™˜ํ•˜๊ณ  ์‹ถ์„ ๋•Œ(์ „ํ™˜), ๋‘ ๊ฐ€์ง€ ์‹œ๋‚˜๋ฆฌ์˜ค์— ๋งž์ถฐ ์˜ํ™”, ์Œ์•…, ์ฑ…์„ ์ถ”์ฒœํ•ฉ๋‹ˆ๋‹ค.
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  # โš™๏ธ ๊ธฐ์ˆ  ์Šคํƒ ๋ฐ ์•„ํ‚คํ…์ฒ˜
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  | ๊ตฌ๋ถ„ | ๊ธฐ์ˆ  |
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  | :--- | :--- |
 
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  Git Push (main ๋ธŒ๋žœ์น˜) โ†’ GitHub Actions (CI/CD ํŠธ๋ฆฌ๊ฑฐ) โ†’ Dockerfile ๋นŒ๋“œ โ†’ Hugging Face Spaces (์ž๋™ ๋ฐฐํฌ ๋ฐ ์„œ๋น™)
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  ## ๐Ÿš€ ์‹œ์ž‘ํ•˜๊ธฐ: ๋กœ์ปฌ ํ™˜๊ฒฝ ์„ค์ • ๋ฐ ์‹คํ–‰ (Getting Started)
 
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  ์ด ํ”„๋กœ์ ํŠธ๋Š” ๋…๋ฆฝ๋œ ๊ฐ€์ƒํ™˜๊ฒฝ์—์„œ ์‹คํ–‰ํ•˜๋Š” ๊ฒƒ์„ ๊ฐ•๋ ฅํ•˜๊ฒŒ ๊ถŒ์žฅํ•ฉ๋‹ˆ๋‹ค. ๊ฐ€์ƒํ™˜๊ฒฝ์€ PC์˜ ๋‹ค๋ฅธ ํŒŒ์ด์ฌ ํ”„๋กœ์ ํŠธ์™€ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๊ฐ€ ์ถฉ๋Œํ•˜๋Š” ๊ฒƒ์„ ๋ฐฉ์ง€ํ•ด์ฃผ๋Š” '๋…๋ฆฝ๋œ ์ž‘์—… ๊ณต๊ฐ„'์ž…๋‹ˆ๋‹ค.
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  ### ๐ŸŒ ๋ฐฉ๋ฒ• 1: Anaconda ์‚ฌ์šฉ (๊ฐ€์žฅ ์•ˆ์ •์ ์ธ ๋ฐฉ๋ฒ•)
 
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  # 1. GitHub์—์„œ ํ”„๋กœ์ ํŠธ ๋ณต์ œ
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  git clone [https://github.com/kootaeng2/Emotion-Chatbot-App.git](https://github.com/kootaeng2/Emotion-Chatbot-App.git)
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  cd Emotion-Chatbot-App
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+
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  2. ๊ฐ€์ƒํ™˜๊ฒฝ ์ƒ์„ฑ ๋ฐ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์„ค์น˜ (Anaconda ๊ถŒ์žฅ)
 
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  # Anaconda ๊ฐ€์ƒํ™˜๊ฒฝ ์ƒ์„ฑ ๋ฐ ํ™œ์„ฑํ™”
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  conda create -n sentiment_env python=3.10
 
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  # ํ•„์ˆ˜ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์„ค์น˜ (PyTorch ๋จผ์ €, ์ดํ›„ requirements.txt)
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  pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
 
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  # 2. 'sentiment_env'๋ผ๋Š” ์ด๋ฆ„์œผ๋กœ Python 3.10 Conda ๊ฐ€์ƒํ™˜๊ฒฝ ์ƒ์„ฑ
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  conda create -n sentiment_env python=3.10
 
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  # 4. ํ•„์ˆ˜ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์„ค์น˜ (PyTorch ๋จผ์ €, ์ดํ›„ requirements.txt)
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  pip install torch torchvision torchaudio --index-url [https://download.pytorch.org/whl/cu118](https://download.pytorch.org/whl/cu118)
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  pip install -r requirements.txt
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  โ”œโ”€โ”€ recommender.py # ์ถ”์ฒœ ๋กœ์ง ๋ชจ๋“ˆ
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  โ”œโ”€โ”€ static/ # CSS, ํด๋ผ์ด์–ธํŠธ JS ํŒŒ์ผ
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  โ””โ”€โ”€ templates/ # HTML ํ…œํ”Œ๋ฆฟ ํŒŒ์ผ```
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  <br>
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  ๐Ÿง—โ€โ™‚๏ธ ์ฃผ์š” ๊ฐœ๋ฐœ ๋„์ „ ๊ณผ์ œ ๋ฐ ํ•ด๊ฒฐ ๊ณผ์ • (Troubleshooting Journey)