update

requirements.txt

@@ -1,12 +1,12 @@
 # ===============================
-# Core Python / AI Environment
+# Core Deep Learning (CPU)
 # ===============================
 torch==2.3.1
 torchvision==0.18.1
 torchaudio==2.3.1
 
 # ===============================
-# Transformers Ecosystem
+# Transformers / NLP Ecosystem
 # ===============================
 transformers==4.44.2
 sentence-transformers==3.0.1
@@ -22,10 +22,8 @@ nltk>=3.9
 rouge-score>=0.1.2
 
 # ===============================
-# Semantic Search / FAISS
+# Semantic Search / FAISS (CPU)
 # ===============================
-# Nếu GPU runtime (T4 / A10G) => dùng faiss-gpu
-# Nếu CPU-only => đổi sang faiss-cpu
 faiss-cpu==1.8.0
 
 # ===============================
@@ -35,16 +33,20 @@ PyMuPDF>=1.23.0
 underthesea>=6.8.0
 numpy>=1.26.0
 pandas>=2.2.0
+openpyxl>=3.1.3
 
 # ===============================
-# Web / API
+# Web / API (FastAPI)
 # ===============================
 fastapi>=0.111.0
 uvicorn[standard]>=0.30.0
+pydantic>=2.8.0
 
 # ===============================
-# Utils
+# Utility & Helpers
 # ===============================
 regex>=2024.4.16
 tqdm>=4.66.3
 requests>=2.31.0
+psutil>=5.9.0
+scikit-learn>=1.4.0