import os from dotenv import load_dotenv from transformers import CLIPProcessor, CLIPModel load_dotenv() # Load CLIP model globally for reuse clip_model = CLIPModel.from_pretrained("openai/clip-vit-base-patch16") clip_processor = CLIPProcessor.from_pretrained("openai/clip-vit-base-patch16") def get_clip_model(): return clip_model, clip_processor