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Call Azure AI Cognitive Services — Document Intelligence, Content Safety, Translator, and Language

Azure OpenAI → Get Embeddings

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Summary

Convert input text into a numerical vector embedding using a specified Azure OpenAI deployment.

Inputs

  • Authentication (required) — Choose the authentication method: API Key or Entra ID (OAuth2).
  • Deployment (required) — Select an Azure OpenAI deployment preset for embeddings or specify a custom deployment name if 'Custom' is chosen.
  • Custom Deployment Name — Enter the exact name of your custom Azure OpenAI deployment if 'Custom' deployment is selected.
  • Text (required) — The text string to be converted into an embedding vector.

Output shape

a JSON object containing the embedding vector, model name, and usage statistics for the embedding operation

Returns a JSON object with 'embedding' (array of numbers), 'model' (string), and 'usage' (object) fields derived from the Azure OpenAI service's response.

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