Voyage Embeddings¶

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

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%pip install llama-index-embeddings-voyageai

%pip install llama-index-embeddings-voyageai

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!pip install llama-index

!pip install llama-index

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# imports

import os
from llama_index.embeddings.voyageai import VoyageEmbedding

# imports import os from llama_index.embeddings.voyageai import VoyageEmbedding

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# get API key and create embeddings

model_name = "voyage-3"  # Please check https://docs.voyageai.com/docs/embeddings for the available models
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?")

# get API key and create embeddings model_name = "voyage-3" # Please check https://docs.voyageai.com/docs/embeddings for the available models 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?")