Text to embeddings

Supported in: Batch

Converts text into embeddings.

Expression categories: String

Declared arguments

• Model - The embedding model to use for the conversion.
  Model
• Text column - Column containing text to convert to embeddings using the given model.
  Expression<String>
• optional Output mode - Choose to output as a simple output or output with errors.
  Enum<Simple, With errors>

Output type: Embedded vector

Examples

Example 1: Base case

Description: Example embeddings for the word 'palantir'. Argument values:

• Model:
  ada002Embedding(
  
  )
• Text column: text
• Output mode: null

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Example 2: Base case

Description: Example embeddings for the word 'palantir' with a non ADA model. Argument values:

• Model:
  instructorLargeEmbedding(
  
  )
• Text column: text
• Output mode: null

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Example 3: Null case

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

• Model:
  ada002Embedding(
  
  )
• Text column: text
• Output mode: null

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Example 4: Edge case

Description: Empty input string should have a null output. Argument values:

• Model:
  ada002Embedding(
  
  )
• Text column: text
• Output mode: null

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Example 5: Edge case

Description: Input string surpassing OpenAI Ada's token limit should have a null output. Argument values:

• Model:
  ada002Embedding(
  
  )
• Text column: text
• Output mode: null

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Example 6: Edge case

Description: Input string surpassing OpenAI Ada's token limit should have a null output. Argument values:

• Model:
  instructorLargeEmbedding(
  
  )
• Text column: text
• Output mode: SIMPLE

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