ClovaXEmbeddings

This notebook covers how to get started with embedding models provided by CLOVA Studio.

Installation

# install package
!pip install -U langchain-community

Environment Setup

CLOVA Studio requires 3 keys (NCP_CLOVASTUDIO_API_KEY, NCP_APIGW_API_KEY and NCP_CLOVASTUDIO_APP_ID) for embeddings.

• NCP_CLOVASTUDIO_API_KEY can issued per serviceApp or testApp
• NCP_APIGW_API_KEY and NCP_CLOVASTUDIO_APP_ID can issued per account

The two API Keys could be found by clicking App Request Status > Service App, Test App List > ‘Details’ button for each app in CLOVA Studio.

Usage

• There are several available for embedding. Please refer here for further details.

from langchain_community.embeddings import ClovaXEmbeddings

embeddings = ClovaXEmbeddings()

API Reference:ClovaXEmbeddings

embeddings.embed_query("My query to look up")

embeddings.embed_documents(
    ["This is a content of the document", "This is another document"]
)

# async embed query
await embeddings.aembed_query("My query to look up")

# async embed documents
await embeddings.aembed_documents(
    ["This is a content of the document", "This is another document"]
)

Additional functionalities

Service App

When going live with production-level application using CLOVA Studio, you should apply for and use Service App. (See here.)

For a Service App, corresponding NCP_CLOVASTUDIO_API_KEY and NCP_CLOVASTUDIO_APP_ID are issued and can only be called with the API Keys.