# Amazon Multimodal RAG - Python Dependencies
# Install with: pip install -r requirements.txt

# Web Framework
fastapi>=0.104.0
uvicorn[standard]>=0.24.0

# AI/ML Core
transformers>=4.35.0
torch>=2.1.0
clip @ git+https://github.com/openai/CLIP.git

# OpenAI API (for GPT-4)
openai>=1.12.0

# Environment Variables
python-dotenv>=1.0.0

# Vector Database
chromadb>=0.4.0

# Data Processing
pandas>=2.0.0
numpy>=1.24.0

# Image Processing
pillow>=10.0.0

# HTTP Utilities
requests>=2.31.0

# File Upload Support
python-multipart>=0.0.6

# Optional: Accelerate for faster model loading
accelerate>=0.24.0

# Optional: Better tokenizers
sentencepiece>=0.1.99
protobuf>=3.20.0