Anyscale Embeddings

This guide shows you how to use Anyscale Embeddings through Anyscale Endpoints.

If you’re opening this Notebook on colab, you will probably need to install LlamaIndex 🦙.

%pip install llama-index-embeddings-anyscale

!pip install llama-index

from llama_index.embeddings.anyscale import AnyscaleEmbedding

embed_model = AnyscaleEmbedding(
    api_key=ANYSCALE_ENDPOINT_TOKEN, embed_batch_size=10
)

# Basic embedding example
embeddings = embed_model.get_text_embedding(
    "It is raining cats and dogs here!"
)
print(len(embeddings), embeddings[:10])