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AI & Machine Learning · Intermediate

Multimodal Embedding

An embedding that places different modalities, such as images and text, in the same vector space.

Definition

Multimodal embeddings enable searching images with text queries and vice versa. Examples include Amazon Titan Multimodal Embeddings, Amazon Nova Multimodal Embeddings and Vertex AI multimodal embeddings.

Exam tip

Use multimodal embeddings to search images with text queries or vice versa.

Related terms