import requests from tqdm import tqdm from app.config import MODEL_PATH, MODEL_URL, MODEL_DIR import sys def download_model(): """Download the model if it doesn't exist""" if MODEL_PATH.exists(): print(f"Model already exists at {MODEL_PATH}") return print(f"Downloading model to {MODEL_PATH}") MODEL_DIR.mkdir(parents=True, exist_ok=True) response = requests.get(MODEL_URL, stream=True) total_size = int(response.headers.get('content-length', 0)) with open(MODEL_PATH, 'wb') as file, tqdm( desc="Downloading", total=total_size, unit='iB', unit_scale=True, unit_divisor=1024, ) as pbar: for data in response.iter_content(chunk_size=1024): size = file.write(data) pbar.update(size) if __name__ == "__main__": download_model()