# Image to embeddings

> Supported in: Batch

Converts images into embeddings using the provided model.

**Expression categories:** Media

## Declared arguments

* **Media reference:** Column containing media references (images) to convert to embeddings.<br>*Expression\<Media reference>*
* **Model:** The embedding model to use for the conversion. Must support vision capabilities.<br>*Model*
* *optional* **Output mode:** Choose between simply returning the output or returning a struct, containing either the output in a field named 'ok', or any errors in a field named 'errors'.<br>*Enum\<Simple, With errors>*

**Output type:** *Embedded vector*

## Examples

### Example 1: Base case

**Description:** Example embeddings for an image.

**Argument values:**

* **Media reference:** `mediaRef`
* **Model:** <br>googleSiglip2Embedding(<br><br>)
* **Output mode:** *null*

| mediaRef | **Output** |
| ----- | ----- |
| {<br>  "mimeType": "image/jpeg",<br>  "reference": {<br> "type": "mediaSetViewItem",<br> "... | embeddings-result |

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### Example 2: Null case

**Description:** Null input should have a null output.

**Argument values:**

* **Media reference:** `mediaRef`
* **Model:** <br>googleSiglip2Embedding(<br><br>)
* **Output mode:** *null*

| mediaRef | **Output** |
| ----- | ----- |
| *null* | *null* |

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