> ## Documentation Index
> Fetch the complete documentation index at: https://docs.tinfoil.sh/llms.txt
> Use this file to discover all available pages before exploring further.

# Embedding models

> Embedding models available on Tinfoil for semantic search, similarity, and clustering.

<Card>
  <div style={{ display: 'flex', alignItems: 'center', gap: '16px', marginBottom: '16px' }}>
    <img src="https://mintcdn.com/tinfoil/7kpqELCdP4WIVCil/images/model-icons/nomic-light.png?fit=max&auto=format&n=7kpqELCdP4WIVCil&q=85&s=9b48b0cff9c9c9f436f9fb35f0885a18" alt="Nomic" style={{ height: '40px', width: '40px' }} className="dark:block hidden" width="318" height="225" data-path="images/model-icons/nomic-light.png" />

    <img src="https://mintcdn.com/tinfoil/7kpqELCdP4WIVCil/images/model-icons/nomic.png?fit=max&auto=format&n=7kpqELCdP4WIVCil&q=85&s=6568d64fd1a8b8110bf3354c1c8e78cd" alt="Nomic" style={{ height: '40px', width: '40px' }} className="dark:hidden block" width="318" height="225" data-path="images/model-icons/nomic.png" />

    <div style={{ display: 'flex', alignItems: 'center', gap: '12px' }}>
      <div id="nomic-embed-text" className="model-anchor" style={{ fontSize: '18px', fontWeight: 'bold' }}>Nomic Embed Text v1.5</div>

      <a href="#nomic-embed-text" className="model-id-link" style={{ textDecoration: 'none' }}>
        <code className="text-xs text-gray-500 bg-gray-100 dark:bg-gray-800 dark:text-gray-300 px-1.5 py-0.5 rounded">nomic-embed-text</code>
      </a>
    </div>
  </div>

  **Dimensions:** 768

  **Quantization:** None (served in FP32)

  **Strengths:** Long-context embeddings, Matryoshka dimensionality

  **Best for:** Semantic search, document similarity, clustering

  **Model weights:** [nomic-ai/nomic-embed-text-v1.5](https://huggingface.co/nomic-ai/nomic-embed-text-v1.5)

  **Configuration repo:** [tinfoilsh/confidential-nomic-embed-text](https://github.com/tinfoilsh/confidential-nomic-embed-text)
</Card>