---
title: Jina
sidebarTitle: Jina
---

import {
  PyEmbeddingJinaText,
  PyEmbeddingJinaMultimodal,
} from '/snippets/integrations.mdx';

## Text Embedding Models {#text-embedding-models}

Jina embeddings are used to generate embeddings for text and image data.
You also need to set the `JINA_API_KEY` environment variable to use the Jina API.

You can find a list of supported models under [https://jina.ai/embeddings/](https://jina.ai/embeddings/)

Supported parameters (to be passed in `create` method) are:

| Parameter | Type | Default Value | Description |
|---|---|---|---|
| `name` | `str` | `"jina-clip-v1"` | The model ID of the jina model to use |

Usage Example:

<CodeGroup>
  <CodeBlock filename="Python" language="Python" icon="python">
    {PyEmbeddingJinaText}
  </CodeBlock>
</CodeGroup>

## Multimodal Embedding Models {#multimodal-embedding-models}

Jina embeddings can also be used to embed both text and image data, only some of the models support image data and you can check the list
under [https://jina.ai/embeddings/](https://jina.ai/embeddings/)

Supported parameters (to be passed in `create` method) are:

| Parameter | Type | Default Value | Description |
|---|---|---|---|
| `name` | `str` | `"jina-clip-v1"` | The model ID of the jina model to use |

Usage Example:

<CodeGroup>
  <CodeBlock filename="Python" language="Python" icon="python">
    {PyEmbeddingJinaMultimodal}
  </CodeBlock>
</CodeGroup>