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  • Overview
    • Introduction
    • Extracting data from unstructured documents
    • Building and deploying models
  • Model building
    • Overview
    • Uploading sample documents​
    • Reviewing predictions
    • Validating extraction predictions
    • Configuring the model
  • Model validation
  • Model deployment
  • Frequently asked questions
Important :
Communications Mining is now part of UiPath IXP. Check the Introduction in the Overview Guide for more details.
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Unstructured and complex documents user guide

Last updated Jul 2, 2025

Defining the taxonomy

The Generative Extraction for unstructured and complex documents capability allows you to define the relationship between fields (data points to be extracted) and field groups (a means of grouping fields under a single concept for processing).

Start by identifying all data points or fields that you want to extract from the documents. Then, organize the fields into a coherent structure using field groups. The fields defined under a field group can be predicted multiple times as different instances of that field group, known individually as an extraction.

Note: A taxonomy (that is, an extraction schema) is a collection of all fields a model is prompted to extract, structured in a hierarchical manner using field groups.

Example of an extraction schema

Figure 1. Defining the extraction schema

Figure 2. Example of an extraction schema

  • Example of an extraction schema

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