Create embeddings for text, image, and audio

<Note title="Note"> This endpoint 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. </Note>

This method creates embeddings for text, image, and audio content.

Ensure your media files meet the following requirements:

• Audio files.
• Image files.

Parameters for embeddings:

• Common parameters:
  • model_name: The video understanding model you want to use. Example: "marengo3.0".
• Text embeddings:
  • text: Text for which to create an embedding.
• Image embeddings: Provide one of the following:
  • image_url: Publicly accessible URL of your image file.
  • image_file: Local image file.
• Audio embeddings: Provide one of the following:
  • audio_url: Publicly accessible URL of your audio file.
  • audio_file: Local audio file.

<Note title="Notes"> - The Marengo video understanding model generates embeddings for all modalities in the same latent space. This shared space enables any-to-any searches across different types of content. - You can create multiple types of embeddings in a single API call. - Audio embeddings combine generic sound and human speech in a single embedding. For videos with transcriptions, you can retrieve transcriptions and then [create text embeddings](/v1.3/api-reference/create-embeddings-v1/text-image-audio-embeddings/create-text-image-audio-embeddings) from these - This endpoint is rate-limited. For details, see the [Rate limits](/v1.3/docs/get-started/rate-limits) page. </Note>