#!/usr/bin/env python3
"""
Download HuggingFace models for offline use
"""
from sentence_transformers import SentenceTransformer
from pathlib import Path

# Create models directory relative to this script: scripts/ -> ../models/
script_dir = Path(__file__).parent
models_dir = script_dir.parent / "models"
models_dir.mkdir(parents=True, exist_ok=True)

# Download the model
model_name = "shibing624/text2vec-base-chinese"
model_path = models_dir / "text2vec-base-chinese"

print(f"Downloading model: {model_name}")
print(f"Saving to: {model_path}")

model = SentenceTransformer(model_name)
model.save(str(model_path))

print(f"Model successfully downloaded to {model_path}")