Voyage Embeddings

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

%pip install llama-index-embeddings-voyageai

!pip install llama-index

# imports

import os
from llama_index.embeddings.voyageai import VoyageEmbedding

# get API key and create embeddings

model_name = "voyage-01"
voyage_api_key = os.environ.get("VOYAGE_API_KEY", "your-api-key")

embed_model = VoyageEmbedding(
    model_name=model_name, voyage_api_key=voyage_api_key
)

embeddings = embed_model.get_query_embedding("What is llamaindex?")