AI21Embeddings

This notebook covers how to get started with AI21 embedding models.

Installation

!pip install -qU langchain-ai21

Environment Setup

We'll need to get a AI21 API key and set the AI21_API_KEY environment variable:

import os
from getpass import getpass

os.environ["AI21_API_KEY"] = getpass()

Usage

from langchain_ai21 import AI21Embeddings

embeddings = AI21Embeddings()

API Reference:AI21Embeddings

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

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

Related

• Embedding model conceptual guide
• Embedding model how-to guides