ModelScope

ModelScope is big repository of the models and datasets.

Let's load the ModelScope Embedding class.

from langchain_community.embeddings import ModelScopeEmbeddings

API Reference:ModelScopeEmbeddings

model_id = "damo/nlp_corom_sentence-embedding_english-base"

embeddings = ModelScopeEmbeddings(model_id=model_id)

text = "This is a test document."

query_result = embeddings.embed_query(text)

doc_results = embeddings.embed_documents(["foo"])