> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.twelvelabs.io/v1.3/api-reference/create-embeddings-v1/text-image-audio-embeddings/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.twelvelabs.io/_mcp/server.

# Create text, image, and audio embeddings

> Deprecated. Migrate to Embed API v2 for multimodal embeddings.

> **Note**
>
> This API will be deprecated in a future version. Migrate to the [Embed API v2](/v1.3/api-reference/create-embeddings-v2) for continued support and access to new features.

Use this endpoint to create text, image, and audio embeddings.

**Related guides**:

* [Embed a query](/v1.3/docs/guides/create-embeddings/query)
* [Embed a query](/v1.3/docs/guides/create-embeddings/query)
* [Audio embeddings](/v1.3/docs/guides/create-embeddings/at-scale/audio)

> Deprecated. Migrate to Embed API v2 for multimodal embeddings.

## Docs

- [The embedding object](https://docs.twelvelabs.io/api-reference/create-embeddings-v1/text-image-audio-embeddings/the-embedding-object.md): Embedding object schema.

## API Docs

- Create text, image, and audio embeddings [Create embeddings for text, image, and audio](https://docs.twelvelabs.io/api-reference/create-embeddings-v1/text-image-audio-embeddings/create-text-image-audio-embeddings.md)

## OpenAPI Specification

The raw OpenAPI 3.1 specification for this API is available at:
- [OpenAPI JSON](https://docs.twelvelabs.io/v1.3/api-reference/create-embeddings-v1/text-image-audio-embeddings/openapi.json)
- [OpenAPI YAML](https://docs.twelvelabs.io/v1.3/api-reference/create-embeddings-v1/text-image-audio-embeddings/openapi.yaml)