Table of Contents

Enum Summarizer.SummarizationIntent

Namespace
LMKit.TextGeneration
Assembly
LM-Kit.NET.dll

Defines the type of summarization intent to apply when processing a given input.

[Obfuscation(Exclude = true)]
[JsonConverter(typeof(JsonStringEnumConverter))]
public enum Summarizer.SummarizationIntent

Fields

Classification = 0

Classify the nature or category of the input content without attempting to interpret or summarize it. Typically used to describe format, domain, tone, or structural features (e.g., "This is a legal contract").

Abstraction = 1

Generate a high-level summary that captures the semantic meaning of the input content. Intended to provide a condensed version of the text, highlighting core ideas or messages.

Examples

Example: Choose a summarization intent

using LMKit.Model;
using LMKit.TextGeneration;

LM model = LM.LoadFromModelID("gemma3:4b");
var summarizer = new Summarizer(model);


// Classify the nature of the content
summarizer.Intent = Summarizer.SummarizationIntent.Classification;
var classification = summarizer.Summarize("Dear client, please find attached the signed NDA...");
Console.WriteLine($"Classification: {classification.Summary}");


// Generate a semantic summary instead
summarizer.Intent = Summarizer.SummarizationIntent.Abstraction;
var summary = summarizer.Summarize("Artificial intelligence has transformed many industries...");
Console.WriteLine($"Summary: {summary.Summary}");
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