Gradio.NET: Build Machine Learning Web Apps — in .NET

Gradio for .NET – a port of Gradio, an open-source Python package that allows you to quickly build a demo or web application for your machine learning model, API, or any arbitrary Python function. No JavaScript, CSS, or web hosting experience needed!

It just takes a few lines of .NET code to create a beautiful demo like the one above, so let's get started 💫

Building Your First Demo

1. Create a ASP.NET Core Web API project.
1. Install NuGet pacakge Gradio.Net.
1. Enter the sample code in Program.cs:

App.Launch(await CreateBlocks());

async Task<Blocks> CreateBlocks()
{
    using (var blocks = gr.Blocks())
    {
        gr.Markdown("Start typing below and then click **Run** to see the output.");
        Textbox input, output;
        using (gr.Row())
        {
            input = gr.Textbox(placeholder: "What is your name?");
            output = gr.Textbox();
        }
        var btn = gr.Button("Run");
        await btn.Click(fn: async (input) => gr.Output($"Welcome to Gradio.Net, {input.Data[0]}!"), inputs: new[] { input }, outputs: new[] { output });

        return blocks;
    }
}

That's All🎉🎉🎉

If you wan to use Gradio.Net in exists project

You can use AddGradio and UseGradio extension methods:

var builder = WebApplication.CreateBuilder(args);
builder.Services.AddGradio();

var app = builder.Build();

app.UseGradio(await CreateBlocks());

app.Run();

Progressing

At present, Gradio.Net is only a M.V.P version, and more Gradio components will be ported later.

Blocks
Row
Markdown
Textbox(event not implemented)
Button

bjxingch/Gradio.Net

Gradio.NET: Build Machine Learning Web Apps — in .NET

Building Your First Demo

Progressing