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

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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.
• 2. Install NuGet package Gradio.Net.AspNetCore.
• 3. 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, {Textbox.Payload(input.Data[0])}!"), inputs: new[] { input }, outputs: new[] { output });

        return blocks;
    }
}

That's All🎉🎉🎉

If you wan to use Gradio.Net.AspNetCore 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();

Demos

| Source Code | Demo Image | | ----------- | ---------- | | Layout | | | Form | | | Media | | | Chatbot | | | Progress | | | Theme | |