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- title: Youtube Segment Summary
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- emoji: ๐Ÿจ
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  colorFrom: blue
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- colorTo: yellow
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  sdk: docker
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  pinned: false
 
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  ---
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ title: YouTube Video Analyzer
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+ emoji: ๐ŸŽฅ
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  colorFrom: blue
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+ colorTo: purple
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  sdk: docker
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  pinned: false
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+ license: mit
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  ---
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+ # ๐ŸŽฅ YouTube Video Analyzer
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+
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+ ์œ ํŠœ๋ธŒ ์˜์ƒ์˜ ์ž๋ง‰์„ ์ฃผ์ œ๋ณ„๋กœ ๋ถ„๋ฆฌํ•˜๊ณ  AI๋กœ ์š”์•ฝํ•˜๋Š” ์„œ๋น„์Šค์ž…๋‹ˆ๋‹ค.
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+
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+ ## ๐Ÿš€ ์ฃผ์š” ๊ธฐ๋Šฅ
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+
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+ ### 1. ์„ธ๊ทธ๋จผํŠธ ๋ถ„๋ฆฌ
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+ - **ruptures PELT ์•Œ๊ณ ๋ฆฌ์ฆ˜**: ํ†ต๊ณ„์  ๋ณ€ํ™”์  ํƒ์ง€๋กœ ๋Œ€์ฃผ์ œ ๋ถ„๋ฆฌ
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+ - **์˜๋ฏธ ์œ ์‚ฌ๋„ ๋ถ„์„**: Sentence Transformers๋กœ ์†Œ์ฃผ์ œ ์ •๋ฐ€ ๋ถ„ํ• 
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+ - **ํƒ€์ž„์Šคํƒฌํ”„ ๋งคํ•‘**: ๊ฐ ์„ธ๊ทธ๋จผํŠธ์˜ ์˜์ƒ ์‹œ์ž‘ ์‹œ๊ฐ„ ์ œ๊ณต
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+
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+ ### 2. AI ์š”์•ฝ
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+ - **Gemini 2.0 Flash Lite**: Google์˜ ์ตœ์‹  ๊ฒฝ๋Ÿ‰ AI ๋ชจ๋ธ ์‚ฌ์šฉ
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+ - **์ฃผ์ œ ๋ผ๋ฒจ๋ง**: 2-5๋‹จ์–ด๋กœ ํ•ต์‹ฌ ์ฃผ์ œ ์ถ”์ถœ
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+ - **์Šค๋งˆํŠธ ํ•„ํ„ฐ๋ง**: ์˜๋ฏธ ์—†๋Š” ์งง์€ ๋ฆฌ์•ก์…˜ ์ž๋™ ์ œ์™ธ
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+
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+ ## ๐Ÿ“š API ๋ฌธ์„œ
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+
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+ ์ด ์ŠคํŽ˜์ด์Šค๊ฐ€ ์‹คํ–‰๋˜๋ฉด ์ž๋™์œผ๋กœ Swagger UI๊ฐ€ ์ œ๊ณต๋ฉ๋‹ˆ๋‹ค:
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+ - **API ๋ฌธ์„œ**: `/docs`
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+ - **ํ—ฌ์Šค ์ฒดํฌ**: `/health`
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+ - **API ์ •๋ณด**: `/info`
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+
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+ ## ๐ŸŽฏ ์‚ฌ์šฉ ๋ฐฉ๋ฒ•
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+
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+ ### GET ์š”์ฒญ ์˜ˆ์‹œ
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+ ```
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+ /process?youtube_url=https://youtube.com/watch?v=VIDEO_ID&mode=summary&penalty=5.0&threshold=90&gemini_api_key=YOUR_KEY
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+ ```
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+
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+ ### POST ์š”์ฒญ ์˜ˆ์‹œ
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+ ```json
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+ {
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+ "youtube_url": "https://youtube.com/watch?v=VIDEO_ID",
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+ "mode": "summary",
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+ "penalty": 5.0,
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+ "threshold": 90,
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+ "gemini_api_key": "your_gemini_api_key"
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+ }
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+ ```
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+
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+ ## โš™๏ธ ํŒŒ๋ผ๋ฏธํ„ฐ ๊ฐ€์ด๋“œ
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+
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+ ### Penalty (๋Œ€์ฃผ์ œ ๋ถ„๋ฆฌ)
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+ - **1.0-3.0**: ๋งค์šฐ ์„ธ๋ฐ€ํ•œ ๋ถ„๋ฆฌ (๋งŽ์€ ์ฃผ์ œ)
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+ - **5.0**: ๊ท ํ˜•์žกํžŒ ๋ถ„๋ฆฌ (๊ธฐ๋ณธ๊ฐ’)
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+ - **7.0-10.0**: ํฐ ์ฃผ์ œ ๋‹จ์œ„ ๋ถ„๋ฆฌ
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+ - **15.0-30.0**: ๋งค์šฐ ํฐ ๋ฉ์–ด๋ฆฌ๋กœ ๋ถ„๋ฆฌ
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+
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+ ### Threshold (์†Œ์ฃผ์ œ ๋ถ„๋ฆฌ)
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+ - **70-80**: ์„ธ๋ฐ€ํ•œ ๋ถ„๋ฆฌ
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+ - **85-92**: ๊ท ํ˜•์žกํžŒ ๋ถ„๋ฆฌ (๊ถŒ์žฅ)
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+ - **90**: ๊ธฐ๋ณธ๊ฐ’
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+ - **95-98**: ํฐ ๋ฉ์–ด๋ฆฌ ๋ถ„๋ฆฌ
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+
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+ ## ๐Ÿ”ง ๊ธฐ์ˆ  ์Šคํƒ
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+
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+ - **youtube-transcript-api**: ์ž๋ง‰ ์ถ”์ถœ
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+ - **ruptures**: ํ†ต๊ณ„์  ๋ณ€ํ™”์  ํƒ์ง€
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+ - **sentence-transformers**: ๋ฌธ์žฅ ์ž„๋ฒ ๋”ฉ
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+ - **google-generativeai**: AI ์š”์•ฝ
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+ - **FastAPI**: REST API ์„œ๋ฒ„
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+
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+ ## ๐Ÿ”ง ๋ฌธ์ œ ํ•ด๊ฒฐ
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+
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+ ### DNS/๋„คํŠธ์›Œํฌ ์˜ค๋ฅ˜
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+ ํ—ˆ๊น…ํŽ˜์ด์Šค ์ŠคํŽ˜์ด์Šค ํ™˜๊ฒฝ์—์„œ ์™ธ๋ถ€ ๋„คํŠธ์›Œํฌ ์ ‘๊ทผ์— ์ œํ•œ์ด ์žˆ์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ด ๊ฒฝ์šฐ:
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+
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+ 1. **์žฌ์‹œ๋„ ๋กœ์ง**: ์ฝ”๋“œ์— ์ž๋™ ์žฌ์‹œ๋„ ๊ธฐ๋Šฅ์ด ๋‚ด์žฅ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค (์ตœ๋Œ€ 3ํšŒ)
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+ 2. **ํƒ€์ž„์•„์›ƒ**: ๊ฐ ์‹œ๋„๋งˆ๋‹ค ๋Œ€๊ธฐ ์‹œ๊ฐ„์ด ์ฆ๊ฐ€ํ•ฉ๋‹ˆ๋‹ค (2์ดˆ, 4์ดˆ, 6์ดˆ)
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+ 3. **๋Œ€์•ˆ**: ๋กœ์ปฌ์—์„œ Docker๋ฅผ ์‹คํ–‰ํ•˜๊ฑฐ๋‚˜, ๋‹ค๋ฅธ ํด๋ผ์šฐ๋“œ ํ™˜๊ฒฝ ์‚ฌ์šฉ
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+
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+ ### ๋กœ์ปฌ ์‹คํ–‰ ๋ฐฉ๋ฒ•
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+ ```bash
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+ # Docker๋กœ ์‹คํ–‰
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+ docker build -t youtube-analyzer .
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+ docker run -p 7860:7860 youtube-analyzer
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+
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+ # ๋˜๋Š” ์ง์ ‘ ์‹คํ–‰
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+ pip install -r requirements.txt
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+ uvicorn app:app --host 0.0.0.0 --port 7860
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+ ```
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+
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+ ## ๐Ÿ“ ๋ผ์ด์„ ์Šค
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+
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+ MIT License