Creates a classification request to analyze a single document in real-time. classify_document
supports the following model types:
See https://www.paws-r-sdk.com/docs/comprehend_classify_document/ for full documentation.
comprehend_classify_document(
Text = NULL,
EndpointArn,
Bytes = NULL,
DocumentReaderConfig = NULL
)
The document text to be analyzed. If you enter text using this
parameter, do not use the Bytes
parameter.
[required] The Amazon Resource Number (ARN) of the endpoint.
For prompt safety classification, Amazon Comprehend provides the endpoint ARN. For more information about prompt safety classifiers, see Prompt safety classification in the Amazon Comprehend Developer Guide
For custom classification, you create an endpoint for your custom model. For more information, see Using Amazon Comprehend endpoints.
Use the Bytes
parameter to input a text, PDF, Word or image file.
When you classify a document using a custom model, you can also use the
Bytes
parameter to input an Amazon Textract DetectDocumentText
or
AnalyzeDocument
output file.
To classify a document using the prompt safety classifier, use the
Text
parameter for input.
Provide the input document as a sequence of base64-encoded bytes. If your code uses an Amazon Web Services SDK to classify documents, the SDK may encode the document file bytes for you.
The maximum length of this field depends on the input document type. For details, see Inputs for real-time custom analysis in the Comprehend Developer Guide.
If you use the Bytes
parameter, do not use the Text
parameter.
Provides configuration parameters to override the default actions for extracting text from PDF documents and image files.