code/inference.py

import numpy as np
from typing import List, Union


def predict_fn(data: Union[List[str], str], model):
    outputs = model(input_texts, padding=False, truncation=True)
    embeddings = [np.array(r[0]).mean(axis=0).tolist() for r in outputs]
    return embeddings