추천로직

backend/requirements.txt

@@ -11,6 +11,7 @@ redis==5.0.1
 aio-pika==9.3.1
 websockets==12.0
 httpx>=0.27.1
+aiohttp>=3.9.0
 python-jose[cryptography]==3.3.0
 passlib[bcrypt]==1.7.4
 python-multipart>=0.0.9
@@ -26,9 +27,8 @@ pytest==7.4.3
 pytest-asyncio==0.21.1
 feedparser==6.0.11
 joblib>=1.3.0
-pytz
+beautifulsoup4>=4.12.0
 # ML Ensemble
 torch>=2.1.0
 lightgbm>=4.1.0
 scikit-learn>=1.3.0
-pykrx>=1.0.44