Class ExtractorAgentTemplate

Namespace

LMKit.Agents.Templates

Assembly

LM-Kit.NET.dll

A template for creating data extraction agents.

Extractor agents excel at extracting structured data from unstructured text, including entities, relationships, and schema-driven information.

public sealed class ExtractorAgentTemplate : AgentTemplate

Inheritance

object

AgentTemplate

ExtractorAgentTemplate

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 ExtractorAgentTemplate()
    .WithModel(model)
    .WithExtractionType(ExtractionType.Entities)
    .WithSchema("name", "email", "phone", "company")
    .WithOutputFormat(ExtractionFormat.Json)
    .Build();

var result = await agent.RunAsync("Extract contact info from: John Smith from Acme Corp...");

Properties

TemplateName

Gets the template name.

Methods

ConfigureBuilder(AgentBuilder)

Configures the agent builder with template-specific settings.

WithAllowInference(bool)

Sets whether to allow inference for missing data.

WithEntityTypes(string)

Sets specific entity types to extract.

WithExtractMultiple(bool)

Sets whether to extract multiple instances.

WithExtractionType(ExtractionType)

Sets the type of extraction to perform.

WithModel(LM)

Sets the model for the agent.

WithOutputFormat(ExtractionFormat)

Sets the output format.

WithSchema(params string[])

Sets the schema fields to extract.