U h @shUddlmZmZmZmZddlZddlmZddl m Z ddl m Z dZ eed<Gdd d e eZdS) )AnyDictListOptionalN) Embeddings) BaseModel)pre_initZlaser2LASER_MULTILINGUAL_MODELc@sxeZdZUdZeeed<eed<GdddZe e e dddZ e ee e e d d d Zee e d d dZdS)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"]) lang_encoder_pipelinec@seZdZdZdS)zLaserEmbeddings.ConfigZforbidN)__name__ __module__ __qualname__extrarrH/tmp/pip-unpacked-wheel-9gdii04g/langchain_community/embeddings/laser.pyConfig(sr)valuesreturnc Csnzs