NLP Cloud

NLP Cloud is an artificial intelligence platform that allows you to use the most advanced AI engines, and even train your own engines with your own data.

• paraphrase-multilingual-mpnet-base-v2: Paraphrase Multilingual MPNet Base V2 is a very fast model based on Sentence Transformers that is perfectly suited for embeddings extraction in more than 50 languages (see the full list here).

%pip install -qU nlpcloud 

from langchain_community.embeddings import NLPCloudEmbeddings 

import os  os.environ["NLPCLOUD_API_KEY"] = "xxx" nlpcloud_embd = NLPCloudEmbeddings() 

text = "This is a test document." 

query_result = nlpcloud_embd.embed_query(text) 

doc_result = nlpcloud_embd.embed_documents([text])