Table of Contents

Method CreateBuilder

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

CreateBuilder()

Creates a builder for constructing an agent with fluent configuration.

public static AgentBuilder CreateBuilder()

Returns

AgentBuilder

A new AgentBuilder instance.

Examples

Using the builder for complex agent configuration:

using LMKit.Model;
using LMKit.Agents;

using var model = new LM("path/to/model.gguf");


var agent = Agent.CreateBuilder()
.WithModel(model)
.WithPersona("Research Analyst")
.WithInstruction("Conduct thorough research and provide citations.")
.WithPlanning(PlanningStrategy.PlanAndExecute)
.WithMaxIterations(20)
.Build();


var result = await agent.RunAsync("Research the history of neural networks.");
Console.WriteLine(result.Content);

CreateBuilder(LM)

Creates a builder initialized with the specified model.

public static AgentBuilder CreateBuilder(LM model)

Parameters

model LM

The language model to use.

Returns

AgentBuilder

A new AgentBuilder instance configured with the model.

Examples

Creating a tool-using agent with the builder:

using LMKit.Model;
using LMKit.Agents;
using LMKit.Agents.Tools;

using var model = new LM("path/to/model.gguf");


var agent = Agent.CreateBuilder(model)
.WithIdentity("Smart Assistant", "Help users with various tasks using available tools.")
.WithPlanning(PlanningStrategy.ReAct)
.WithTools(tools =>
{
tools.Register(new CalculatorTool());
tools.Register(new WeatherTool());
tools.Register(new WebSearchTool());
})
.WithToolPolicy(policy =>
{
policy.Choice = ToolChoice.Auto;
})
.Build();


var result = await agent.RunAsync("What is the weather in Paris, and what is 20% of the temperature in Fahrenheit?");
Console.WriteLine(result.Content);
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