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.
  Expression<Media reference>
• Model: The embedding model to use for the conversion. Must support vision capabilities.
  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'.
  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:
  googleSiglip2Embedding(
  
  )
• Output mode: null

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Example 2: Null case

Description: Null input should have a null output. Argument values:

• Media reference: mediaRef
• Model:
  googleSiglip2Embedding(
  
  )
• Output mode: null

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