UuiPath intelligent keyword classifier learning

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1

What is the usage of learning data prorperty in intellgient keyword classifer and others ?
how to use it ?
please explain!!!

2

Hi @Ritaman_Baral The LearningData property in the Intelligent Keyword Classifier lets you provide classifier information as a JSON string directly within your workflow. This string includes document types, keywords, and sample documents. For instance, it might look like this:

{
  "DocumentTypes": [
    {
      "TypeName": "Invoice",
      "Keywords": ["invoice", "bill", "statement"],
      "SampleDocuments": ["path/to/sample/invoice1.pdf"]
    }
  ]
}

LearningFilePath, on the other hand, refers to a file path where this data is stored as a JSON file.

You can choose between LearningData and LearningFilePath based on how you want to provide classifier information.

  • LearningData: Use this when you want to directly input classifier data as a JSON string in your workflow. It’s useful for quick tests or when you prefer embedding the data within your automation.
  • LearningFilePath: Use this when you have a JSON file containing your classifier data saved on your system. This is more practical for managing large datasets or when you want to reuse the same classifier data across different workflows.

You cannot use both LearningData and LearningFilePath at the same time. You must choose one method to provide the classifier information.

About Intelligent Keyword Classifier

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3

Hi @Ritaman_Baral

Watch the video below to learn everything about the Intelligent Keyword Classifier, including how to use it, how it trains itself by extracting keywords from PDFs, and how it uses this data to classify documents.

Hope it helps!!