Spaces:
Sleeping
Sleeping
Upload README.md with huggingface_hub
Browse files
README.md
CHANGED
|
@@ -1,10 +1,96 @@
|
|
| 1 |
---
|
| 2 |
-
title:
|
| 3 |
-
emoji:
|
| 4 |
colorFrom: blue
|
| 5 |
-
colorTo:
|
| 6 |
sdk: docker
|
| 7 |
pinned: false
|
|
|
|
| 8 |
---
|
| 9 |
|
| 10 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
+
title: YouTube Video Analyzer
|
| 3 |
+
emoji: ๐ฅ
|
| 4 |
colorFrom: blue
|
| 5 |
+
colorTo: purple
|
| 6 |
sdk: docker
|
| 7 |
pinned: false
|
| 8 |
+
license: mit
|
| 9 |
---
|
| 10 |
|
| 11 |
+
# ๐ฅ YouTube Video Analyzer
|
| 12 |
+
|
| 13 |
+
์ ํ๋ธ ์์์ ์๋ง์ ์ฃผ์ ๋ณ๋ก ๋ถ๋ฆฌํ๊ณ AI๋ก ์์ฝํ๋ ์๋น์ค์
๋๋ค.
|
| 14 |
+
|
| 15 |
+
## ๐ ์ฃผ์ ๊ธฐ๋ฅ
|
| 16 |
+
|
| 17 |
+
### 1. ์ธ๊ทธ๋จผํธ ๋ถ๋ฆฌ
|
| 18 |
+
- **ruptures PELT ์๊ณ ๋ฆฌ์ฆ**: ํต๊ณ์ ๋ณํ์ ํ์ง๋ก ๋์ฃผ์ ๋ถ๋ฆฌ
|
| 19 |
+
- **์๋ฏธ ์ ์ฌ๋ ๋ถ์**: Sentence Transformers๋ก ์์ฃผ์ ์ ๋ฐ ๋ถํ
|
| 20 |
+
- **ํ์์คํฌํ ๋งคํ**: ๊ฐ ์ธ๊ทธ๋จผํธ์ ์์ ์์ ์๊ฐ ์ ๊ณต
|
| 21 |
+
|
| 22 |
+
### 2. AI ์์ฝ
|
| 23 |
+
- **Gemini 2.0 Flash Lite**: Google์ ์ต์ ๊ฒฝ๋ AI ๋ชจ๋ธ ์ฌ์ฉ
|
| 24 |
+
- **์ฃผ์ ๋ผ๋ฒจ๋ง**: 2-5๋จ์ด๋ก ํต์ฌ ์ฃผ์ ์ถ์ถ
|
| 25 |
+
- **์ค๋งํธ ํํฐ๋ง**: ์๋ฏธ ์๋ ์งง์ ๋ฆฌ์ก์
์๋ ์ ์ธ
|
| 26 |
+
|
| 27 |
+
## ๐ API ๋ฌธ์
|
| 28 |
+
|
| 29 |
+
์ด ์คํ์ด์ค๊ฐ ์คํ๋๋ฉด ์๋์ผ๋ก Swagger UI๊ฐ ์ ๊ณต๋ฉ๋๋ค:
|
| 30 |
+
- **API ๋ฌธ์**: `/docs`
|
| 31 |
+
- **ํฌ์ค ์ฒดํฌ**: `/health`
|
| 32 |
+
- **API ์ ๋ณด**: `/info`
|
| 33 |
+
|
| 34 |
+
## ๐ฏ ์ฌ์ฉ ๋ฐฉ๋ฒ
|
| 35 |
+
|
| 36 |
+
### GET ์์ฒญ ์์
|
| 37 |
+
```
|
| 38 |
+
/process?youtube_url=https://youtube.com/watch?v=VIDEO_ID&mode=summary&penalty=5.0&threshold=90&gemini_api_key=YOUR_KEY
|
| 39 |
+
```
|
| 40 |
+
|
| 41 |
+
### POST ์์ฒญ ์์
|
| 42 |
+
```json
|
| 43 |
+
{
|
| 44 |
+
"youtube_url": "https://youtube.com/watch?v=VIDEO_ID",
|
| 45 |
+
"mode": "summary",
|
| 46 |
+
"penalty": 5.0,
|
| 47 |
+
"threshold": 90,
|
| 48 |
+
"gemini_api_key": "your_gemini_api_key"
|
| 49 |
+
}
|
| 50 |
+
```
|
| 51 |
+
|
| 52 |
+
## โ๏ธ ํ๋ผ๋ฏธํฐ ๊ฐ์ด๋
|
| 53 |
+
|
| 54 |
+
### Penalty (๋์ฃผ์ ๋ถ๋ฆฌ)
|
| 55 |
+
- **1.0-3.0**: ๋งค์ฐ ์ธ๋ฐํ ๋ถ๋ฆฌ (๋ง์ ์ฃผ์ )
|
| 56 |
+
- **5.0**: ๊ท ํ์กํ ๋ถ๋ฆฌ (๊ธฐ๋ณธ๊ฐ)
|
| 57 |
+
- **7.0-10.0**: ํฐ ์ฃผ์ ๋จ์ ๋ถ๋ฆฌ
|
| 58 |
+
- **15.0-30.0**: ๋งค์ฐ ํฐ ๋ฉ์ด๋ฆฌ๋ก ๋ถ๋ฆฌ
|
| 59 |
+
|
| 60 |
+
### Threshold (์์ฃผ์ ๋ถ๋ฆฌ)
|
| 61 |
+
- **70-80**: ์ธ๋ฐํ ๋ถ๋ฆฌ
|
| 62 |
+
- **85-92**: ๊ท ํ์กํ ๋ถ๋ฆฌ (๊ถ์ฅ)
|
| 63 |
+
- **90**: ๊ธฐ๋ณธ๊ฐ
|
| 64 |
+
- **95-98**: ํฐ ๋ฉ์ด๋ฆฌ ๋ถ๋ฆฌ
|
| 65 |
+
|
| 66 |
+
## ๐ง ๊ธฐ์ ์คํ
|
| 67 |
+
|
| 68 |
+
- **youtube-transcript-api**: ์๋ง ์ถ์ถ
|
| 69 |
+
- **ruptures**: ํต๊ณ์ ๋ณํ์ ํ์ง
|
| 70 |
+
- **sentence-transformers**: ๋ฌธ์ฅ ์๋ฒ ๋ฉ
|
| 71 |
+
- **google-generativeai**: AI ์์ฝ
|
| 72 |
+
- **FastAPI**: REST API ์๋ฒ
|
| 73 |
+
|
| 74 |
+
## ๐ง ๋ฌธ์ ํด๊ฒฐ
|
| 75 |
+
|
| 76 |
+
### DNS/๋คํธ์ํฌ ์ค๋ฅ
|
| 77 |
+
ํ๊น
ํ์ด์ค ์คํ์ด์ค ํ๊ฒฝ์์ ์ธ๋ถ ๋คํธ์ํฌ ์ ๊ทผ์ ์ ํ์ด ์์ ์ ์์ต๋๋ค. ์ด ๊ฒฝ์ฐ:
|
| 78 |
+
|
| 79 |
+
1. **์ฌ์๋ ๋ก์ง**: ์ฝ๋์ ์๋ ์ฌ์๋ ๊ธฐ๋ฅ์ด ๋ด์ฅ๋์ด ์์ต๋๋ค (์ต๋ 3ํ)
|
| 80 |
+
2. **ํ์์์**: ๊ฐ ์๋๋ง๋ค ๋๊ธฐ ์๊ฐ์ด ์ฆ๊ฐํฉ๋๋ค (2์ด, 4์ด, 6์ด)
|
| 81 |
+
3. **๋์**: ๋ก์ปฌ์์ Docker๋ฅผ ์คํํ๊ฑฐ๋, ๋ค๋ฅธ ํด๋ผ์ฐ๋ ํ๊ฒฝ ์ฌ์ฉ
|
| 82 |
+
|
| 83 |
+
### ๋ก์ปฌ ์คํ ๋ฐฉ๋ฒ
|
| 84 |
+
```bash
|
| 85 |
+
# Docker๋ก ์คํ
|
| 86 |
+
docker build -t youtube-analyzer .
|
| 87 |
+
docker run -p 7860:7860 youtube-analyzer
|
| 88 |
+
|
| 89 |
+
# ๋๋ ์ง์ ์คํ
|
| 90 |
+
pip install -r requirements.txt
|
| 91 |
+
uvicorn app:app --host 0.0.0.0 --port 7860
|
| 92 |
+
```
|
| 93 |
+
|
| 94 |
+
## ๐ ๋ผ์ด์ ์ค
|
| 95 |
+
|
| 96 |
+
MIT License
|