a bg @spUddlmZmZmZmZmZddlZddlm Z ddl m Z ddl m Z mZdZeed<Gdd d e e ZdS) )AnyDictListOptionalcastN) Embeddings)pre_init) BaseModel ConfigDictZlaser2LASER_MULTILINGUAL_MODELc@s|eZdZUdZdZeeed<dZe ed<e ddZ e e e ddd Zeeeeed d d Zeeed ddZdS)LaserEmbeddingsaLASER Language-Agnostic SEntence Representations. LASER is a Python library developed by the Meta AI Research team and used for creating multilingual sentence embeddings for over 147 languages as of 2/25/2024 See more documentation at: * https://github.com/facebookresearch/LASER/ * https://github.com/facebookresearch/LASER/tree/main/laser_encoders * https://arxiv.org/abs/2205.12654 To use this class, you must install the `laser_encoders` Python package. `pip install laser_encoders` Example: from laser_encoders import LaserEncoderPipeline encoder = LaserEncoderPipeline(lang="eng_Latn") embeddings = encoder.encode_sentences(["Hello", "World"]) Nlang_encoder_pipelineZforbid)extra)valuesreturnc Cspzs