Use the Embed.V2 interface to create embeddings for text, images, audio, video, and documents. Embeddings are vector representations that enable semantic search and content understanding.

Choose a method

Create sync embeddings

Embed a query for retrieving matching content with the embed.v2.create method. It returns the result immediately and accepts text, images, and audio or video up to 30 seconds with Marengo 3.5.

Create an async embedding task

Embed content at scale, such as the media files you want to make searchable, with the embed.v2.tasks.create method. It runs in the background and accepts audio, video, images, and documents.

Retention policy

Embeddings created with the asynchronous method are stored for seven days. After this, you must recreate them to obtain the results again.