Constructor PiiExtractionTrainingDataset

Namespace

LMKit.TextAnalysis.Training

Assembly

LM-Kit.NET.dll

PiiExtractionTrainingDataset(PiiExtraction)

Initializes a PII/Entity-extraction-focused training dataset bound to a specific PiiExtraction configuration.

public PiiExtractionTrainingDataset(PiiExtraction engine)

Parameters

engine PiiExtraction

The configured PII extraction engine whose prompts, model, supported entity types, and preferred modality are used to generate training samples.

Examples

var pii = new PiiExtraction(/* configured elsewhere */);
var dataset = new PiiExtractionTrainingDataset(pii)
{
    EnableModalityAugmentation = true
};

var annotations = new[]
{
    new EntityAnnotation("Person", "Alice Martin"),
    new EntityAnnotation("PhoneNumber", "+33 6 12 34 56 78")
};

dataset.AddSample(
    "Contact: Alice Martin, phone +33 6 12 34 56 78.",
    annotations);

Remarks

The constructor captures the current state of engine (e.g., titles/descriptions, prompt templates, and modality preferences). Subsequent calls to AddSample(Attachment, IEnumerable<EntityAnnotation>) and overloads synthesize chat histories consistent with this configuration.