Awesome
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
-
- Create a ASP.NET Core Web API project.
-
- Install NuGet package Gradio.Net.AspNetCore.
-
- 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 |