# FastAPI Backend Requirements
# Updated for November 2025

# Web Framework
fastapi==0.121.3
uvicorn[standard]==0.38.0
python-multipart==0.0.20

# Database
pymongo==4.15.4
motor==3.7.0

# Data Validation
pydantic==2.10.4
pydantic-settings==2.12.0

# Data Processing
pandas
numpy
scikit-learn

# NLP & AI
transformers
torch
tokenizers

# Vietnamese NLP
pyvi==0.1.1

# Utilities
python-dotenv==1.0.1
tqdm==4.67.1

# Security
python-jose[cryptography]==3.4.0
passlib[bcrypt]==1.7.4