download_model.py

#login huggingface
from huggingface_hub import login
import os

HF_TOKEN = os.getenv("HF_TOKEN")

login(HF_TOKEN)

#download model
from sentence_transformers import SentenceTransformer

print("Downloading model...")
model = SentenceTransformer("google/embeddinggemma-300m")
print("Model downloaded and cached successfully!")