Class ClassifierAgentTemplate

Namespace: LMKit.Agents.Templates

Assembly: LM-Kit.NET.dll

A template for creating classification agents.

Classifier agents excel at categorizing content, detecting intent, routing requests, and performing sentiment analysis.

public sealed class ClassifierAgentTemplate : AgentTemplate

Inheritance: object

AgentTemplate

ClassifierAgentTemplate

Inherited Members: AgentTemplate.Model

AgentTemplate.AdditionalInstructions

AgentTemplate.MaxIterations

AgentTemplate.Build()

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.ReferenceEquals(object, object)

object.ToString()

Examples

var agent = new ClassifierAgentTemplate()
    .WithModel(model)
    .WithCategories("billing", "technical", "sales", "general")
    .WithMultiLabel(false)
    .WithConfidenceThreshold(0.7)
    .Build();

var result = await agent.RunAsync("I can't log into my account and need help");

Properties

TemplateName: Gets the template name.

Methods

ConfigureBuilder(AgentBuilder): Configures the agent builder with template-specific settings.

WithCategories(params string[]): Sets the categories for classification.

WithClassificationType(ClassificationType): Sets the classification type.

WithConfidenceThreshold(double): Sets the minimum confidence threshold.

WithCustomInstructions(string): Sets custom classification instructions.

WithExplanation(bool): Sets whether to include explanation for the classification.

WithModel(LM): Sets the model for the agent.

WithMultiLabel(bool): Sets whether multiple labels can be assigned (shorthand).

WithOutputFormat(ClassificationOutputFormat): Sets the output format.

WithReturnScores(bool): Sets whether to return confidence scores for all categories.