# /// script
# requires-python = ">=3.12"
# dependencies = [
#     "transformers",
#     "torch",
# ]
# ///
# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("feature-extraction", model="jinaai/jina-embeddings-v3", trust_remote_code=True)
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("jinaai/jina-embeddings-v3", trust_remote_code=True)