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Overview

The highest-quality text embedding model from the first generation of Voyage AI models. Access to models is through Python API. You must register for Voyage API keys to access.Voyage-01 is the largest and most accurate model in the first-gen Voyage family.

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Using the model

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Installation:


pip install -qU voyageai==0.1.3

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Creating Embeddings:


import voyageai
voyageai.api_key = "<<YOUR_VOYAGE_API_KEY>>"
model_id = "voyage-01"

def embed(docs: list[str]) -> list[list[float]]:
    if len(docs) > 8:
        raise ValueError('List of documents cannot be longer than 8')
    doc_embeds = voyageai.get_embeddings(docs, model=model_id)
    return doc_embeds

doc_embeds = embed(docs)
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