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Feature/tool calling for local llm #117

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06f6693
feat: Implement tool calling to local LLMs
srebrek Jan 13, 2026
4ae460d
Fix tool calling logic in multiple iterations loop
srebrek Jan 21, 2026
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6 changes: 4 additions & 2 deletions Examples/Examples/Chat/ChatExampleToolsSimple.cs
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Original file line number Diff line number Diff line change
Expand Up @@ -11,7 +11,9 @@ public async Task Start()
{
OpenAiExample.Setup(); //We need to provide OpenAi API key

Console.WriteLine("(OpenAi) ChatExample with tools is running!");
Console.WriteLine("(OpenAi) ChatExample with tools is running!");

var model = AIHub.Model();

await AIHub.Chat()
.WithModel("gpt-5-nano")
Expand All @@ -25,4 +27,4 @@ await AIHub.Chat()
.Build())
.CompleteAsync(interactive: true);
}
}
}
27 changes: 27 additions & 0 deletions Examples/Examples/Chat/ChatExampleToolsSimpleLocalLLM.cs
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Original file line number Diff line number Diff line change
@@ -0,0 +1,27 @@
using Examples.Utils;
using MaIN.Core.Hub;
using MaIN.Core.Hub.Utils;

namespace Examples.Chat;

public class ChatExampleToolsSimpleLocalLLM : IExample
{
public async Task Start()
{
Console.WriteLine("Local LLM ChatExample with tools is running!");

var model = AIHub.Model();

await AIHub.Chat()
.WithModel("gemma3:4b")
.WithMessage("What time is it right now?")
.WithTools(new ToolsConfigurationBuilder()
.AddTool(
name: "get_current_time",
description: "Get the current date and time",
execute: Tools.GetCurrentTime)
.WithToolChoice("auto")
.Build())
.CompleteAsync(interactive: true);
}
}
2 changes: 2 additions & 0 deletions Examples/Examples/Program.cs
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Original file line number Diff line number Diff line change
Expand Up @@ -52,6 +52,7 @@ static void RegisterExamples(IServiceCollection services)
services.AddTransient<ChatFromExistingExample>();
services.AddTransient<ChatWithReasoningExample>();
services.AddTransient<ChatExampleToolsSimple>();
services.AddTransient<ChatExampleToolsSimpleLocalLLM>();
services.AddTransient<AgentExampleTools>();
services.AddTransient<AgentExample>();
services.AddTransient<AgentConversationExample>();
Expand Down Expand Up @@ -146,6 +147,7 @@ public class ExampleRegistry(IServiceProvider serviceProvider)
("\u25a0 Chat with Files from stream", serviceProvider.GetRequiredService<ChatWithFilesFromStreamExample>()),
("\u25a0 Chat with Vision", serviceProvider.GetRequiredService<ChatWithVisionExample>()),
("\u25a0 Chat with Tools (simple)", serviceProvider.GetRequiredService<ChatExampleToolsSimple>()),
("\u25a0 Chat with Tools (simple) Local LLM", serviceProvider.GetRequiredService<ChatExampleToolsSimpleLocalLLM>()),
("\u25a0 Chat with Image Generation", serviceProvider.GetRequiredService<ChatWithImageGenExample>()),
("\u25a0 Chat from Existing", serviceProvider.GetRequiredService<ChatFromExistingExample>()),
("\u25a0 Chat with reasoning", serviceProvider.GetRequiredService<ChatWithReasoningExample>()),
Expand Down
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