Jina

Let's load the Jina Embedding class.

from langchain_community.embeddings import JinaEmbeddings

API Reference:JinaEmbeddings

embeddings = JinaEmbeddings(
    jina_api_key="jina_*", model_name="jina-embeddings-v2-base-en"
)

text = "This is a test document."

query_result = embeddings.embed_query(text)

print(query_result)

doc_result = embeddings.embed_documents([text])

print(doc_result)