def _download_word2vec_vectors(
    download_dir, file_name="GoogleNews-vectors-negative300.bin.gz"
):
    """ Downloads pretrained word vectors trained on GoogleNews corpus. You can
    directly download the vectors from here:
    https://s3.amazonaws.com/dl4j-distribution/GoogleNews-vectors-negative300.bin.gz

    Args:
        download_dir (str): File path to download the file
        file_name (str) : File name given by default but can be changed by the user.

    Returns:
        str: file_path to the downloaded vectors.
    """

    return maybe_download(
        WORD2VEC_URL, filename=file_name, work_directory=download_dir
    )
 Downloads pretrained word vectors trained on GoogleNews corpus. You can
    directly download the vectors from here:
    https://s3.amazonaws.com/dl4j-distribution/GoogleNews-vectors-negative300.bin.gz

    Args:
        download_dir (str): File path to download the file
        file_name (str) : File name given by default but can be changed by the user.

    Returns:
        str: file_path to the downloaded vectors.
    
utils_nlp/models/pretrained_embeddings/word2vec.py