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Gradio

gradio
Build and share machine learning demos and web applications using the core Gradio Python library.
Python Client
gradio-client
Make programmatic requests to Gradio applications from Python environments.
Javascript Client
@gradio/client
Make programmatic requests to Gradio applications in JavaScript (TypeScript) from the browser or server-side.
Javascript Components
Use Gradio's UI components in standalone JavaScript applications outside of the Gradio environment.
Custom Components
Create, use, and share your own custom components within a Gradio application.
Gradio Lite
@gradio/lite
Run Gradio's Python code serverless (entirely in your browser) using WebAssembly.

Guides

Getting Started

Quickstart

Key Features

Sharing Your App

Building Interfaces

The Interface Class

More On Examples

Four Kinds Of Interfaces

Interface State

Reactive Interfaces

Building With Blocks

Blocks And Event Listeners

Controlling Layout

State In Blocks

Custom CSS And JS

Using Blocks Like Functions

TRANSLATION, HUB, SPACES

Chatbots

Creating A Chatbot Fast

NLP, TEXT, CHAT

Creating A Custom Chatbot With Blocks

NLP, TEXT, CHAT

Creating A Discord Bot From A Gradio App

NLP, TEXT, CHAT

Custom Components

Custom Components In Five Minutes

Key Component Concepts

Configuration

Backend

Frontend

Frequently Asked Questions

Pdf Component Example

Multimodal Chatbot Part1

Documenting Custom Components

Integrating Other Frameworks

Using Hugging Face Integrations

HUB, SPACES, EMBED

Gradio And Comet

COMET, SPACES

Gradio And ONNX On Hugging Face

ONNX, SPACES

Gradio And Wandb Integration

WANDB, SPACES

Image Classification In Pytorch

VISION, RESNET, PYTORCH

Image Classification In Tensorflow

VISION, MOBILENET, TENSORFLOW

Image Classification With Vision Transformers

VISION, TRANSFORMERS, HUB

Tabular Data Science And Plots

Connecting To A Database

TABULAR, PLOTS

Creating A Dashboard From Bigquery Data

TABULAR, DASHBOARD, PLOTS

Creating A Dashboard From Supabase Data

TABULAR, DASHBOARD, PLOTS

Creating A Realtime Dashboard From Google Sheets

TABULAR, DASHBOARD, PLOTS

Plot Component For Maps

PLOTS, MAPS

Styling The Gradio Dataframe

DATAFRAME, STYLE, COLOR

Using Gradio For Tabular Workflows

Gradio Clients And Lite

Getting Started With The Python Client

CLIENT, API, SPACES

Getting Started With The Js Client

CLIENT, API, SPACES

Fastapi App With The Gradio Client

CLIENT, API, WEB APP

Gradio And Llm Agents

Gradio Lite

SERVERLESS, BROWSER, PYODIDE

Gradio Lite And Transformers Js

SERVERLESS, BROWSER, PYODIDE, TRANSFORMERS

Other Tutorials

Create Your Own Friends With A Gan

GAN, IMAGE, HUB

Deploying Gradio With Docker

DEPLOYMENT, DOCKER

Developing Faster With Reload Mode

How To Use 3D Model Component

VISION, IMAGE

Installing Gradio In A Virtual Environment

INSTALLATION

Named Entity Recognition

NER, TEXT, HIGHLIGHT

Real Time Speech Recognition

ASR, SPEECH, STREAMING

Running Background Tasks

TASKS, SCHEDULED, TABULAR, DATA

Running Gradio On Your Web Server With Nginx

DEPLOYMENT, WEB SERVER, NGINX

Setting Up A Demo For Maximum Performance

CONCURRENCY, LATENCY, PERFORMANCE

Theming Guide

THEMES

Using Flagging

FLAGGING, DATA

Wrapping Layouts

LAYOUTS