Polish text in real time, on the device.

using LMKit.Model;
using LMKit.TextEnhancement;

var model = LM.LoadFromModelID("qwen3.5:4b");
var corrector = new TextCorrection(model);

string input = "My cat dont never flyed to the moon because he too tired.";
string corrected = corrector.Correct(input);

Console.WriteLine(corrected);
// "My cat has never flown to the moon because he was too tired."

using System.Threading;
using LMKit.TextEnhancement;

var corrector = new TextCorrection(model);
CancellationTokenSource cts = null;

async Task OnTextChanged(string editorText)
{
    // Cancel any in-flight correction; we only want the latest.
    cts?.Cancel();
    cts = new CancellationTokenSource();

    try
    {
        string fixedText = await corrector.CorrectAsync(editorText, cts.Token);
        UpdateGutter(fixedText);
    }
    catch (OperationCanceledException) { /* user kept typing */ }
}

using LMKit.TextEnhancement;

var corrector = new TextCorrection(model);

// Stream tokens as they're produced for a live preview.
corrector.AfterTextCompletion += (sender, e) =>
{
    Console.Write(e.Text);
};

string draft = await File.ReadAllTextAsync("draft.md");
await corrector.CorrectAsync(draft);