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C:\Gradio Guides\1 Getting Started\01_quickstart.md |
# Quickstart
Gradio is an open-source Python package that allows you to quickly **build** a demo or web application for your machine learning model, API, or any arbitary Python function. You can then **share** a link to your demo or web application in just a few seconds using Gradio's built-in sharing features. *No J... |
C:\Gradio Guides\1 Getting Started\02_key-features.md |
# Key Features
Let's go through some of the key features of Gradio. This guide is intended to be a high-level overview of various things that you should be aware of as you build your demo. Where appropriate, we link to more detailed guides on specific topics.
1. [Components](#components)
2. [Queuing](#queuing)
3. [S... |
C:\Gradio Guides\2 Building Interfaces\00_the-interface-class.md |
# The `Interface` class
As mentioned in the [Quickstart](/main/guides/quickstart), the `gr.Interface` class is a high-level abstraction in Gradio that allows you to quickly create a demo for any Python function simply by specifying the input types and the output types. Revisiting our first demo:
$code_hello_world_4
... |
C:\Gradio Guides\2 Building Interfaces\01_more-on-examples.md |
# More on Examples
In the [previous Guide](/main/guides/the-interface-class), we discussed how to provide example inputs for your demo to make it easier for users to try it out. Here, we dive into more details.
## Providing Examples
Adding examples to an Interface is as easy as providing a list of lists to the `exa... |
C:\Gradio Guides\2 Building Interfaces\02_flagging.md |
# Flagging
You may have noticed the "Flag" button that appears by default in your `Interface`. When a user using your demo sees input with interesting output, such as erroneous or unexpected model behaviour, they can flag the input for you to review. Within the directory provided by the `flagging_dir=` argument to th... |
C:\Gradio Guides\2 Building Interfaces\03_interface-state.md |
# Interface State
So far, we've assumed that your demos are *stateless*: that they do not persist information beyond a single function call. What if you want to modify the behavior of your demo based on previous interactions with the demo? There are two approaches in Gradio: *global state* and *session state*.
## Gl... |
C:\Gradio Guides\2 Building Interfaces\04_reactive-interfaces.md |
# Reactive Interfaces
Finally, we cover how to get Gradio demos to refresh automatically or continuously stream data.
## Live Interfaces
You can make interfaces automatically refresh by setting `live=True` in the interface. Now the interface will recalculate as soon as the user input changes.
$code_calculator_live... |
C:\Gradio Guides\2 Building Interfaces\05_four-kinds-of-interfaces.md |
# The 4 Kinds of Gradio Interfaces
So far, we've always assumed that in order to build an Gradio demo, you need both inputs and outputs. But this isn't always the case for machine learning demos: for example, _unconditional image generation models_ don't take any input but produce an image as the output.
It turns ou... |
C:\Gradio Guides\3 Additional Features\01_queuing.md |
# Queuing
Every Gradio app comes with a built-in queuing system that can scale to thousands of concurrent users. You can configure the queue by using `queue()` method which is supported by the `gr.Interface`, `gr.Blocks`, and `gr.ChatInterface` classes.
For example, you can control the number of requests processed ... |
C:\Gradio Guides\3 Additional Features\02_streaming-outputs.md |
# Streaming outputs
In some cases, you may want to stream a sequence of outputs rather than show a single output at once. For example, you might have an image generation model and you want to show the image that is generated at each step, leading up to the final image. Or you might have a chatbot which streams its re... |
C:\Gradio Guides\3 Additional Features\03_alerts.md |
# Alerts
You may wish to display alerts to the user. To do so, raise a `gr.Error("custom message")` in your function to halt the execution of your function and display an error message to the user.
Alternatively, can issue `gr.Warning("custom message")` or `gr.Info("custom message")` by having them as standalone lin... |
C:\Gradio Guides\3 Additional Features\04_styling.md |
# Styling
Gradio themes are the easiest way to customize the look and feel of your app. You can choose from a variety of themes, or create your own. To do so, pass the `theme=` kwarg to the `Interface` constructor. For example:
```python
demo = gr.Interface(..., theme=gr.themes.Monochrome())
```
Gradio comes with a... |
C:\Gradio Guides\3 Additional Features\05_progress-bars.md |
# Progress Bars
Gradio supports the ability to create custom Progress Bars so that you have customizability and control over the progress update that you show to the user. In order to enable this, simply add an argument to your method that has a default value of a `gr.Progress` instance. Then you can update the progr... |
C:\Gradio Guides\3 Additional Features\06_batch-functions.md |
# Batch functions
Gradio supports the ability to pass _batch_ functions. Batch functions are just
functions which take in a list of inputs and return a list of predictions.
For example, here is a batched function that takes in two lists of inputs (a list of
words and a list of ints), and returns a list of trimmed wo... |
C:\Gradio Guides\3 Additional Features\07_resource-cleanup.md |
# Resource Cleanup
Your Gradio application may create resources during its lifetime.
Examples of resources are `gr.State` variables, any variables you create and explicitly hold in memory, or files you save to disk.
Over time, these resources can use up all of your server's RAM or disk space and crash your applicati... |
C:\Gradio Guides\3 Additional Features\08_environment-variables.md |
# Environment Variables
Environment variables in Gradio provide a way to customize your applications and launch settings without changing the codebase. In this guide, we'll explore the key environment variables supported in Gradio and how to set them.
## Key Environment Variables
### 1. `GRADIO_SERVER_PORT`
- **De... |
C:\Gradio Guides\3 Additional Features\09_sharing-your-app.md |
# Sharing Your App
In this Guide, we dive more deeply into the various aspects of sharing a Gradio app with others. We will cover:
1. [Sharing demos with the share parameter](#sharing-demos)
2. [Hosting on HF Spaces](#hosting-on-hf-spaces)
3. [Embedding hosted spaces](#embedding-hosted-spaces)
4. [Using the API page... |
C:\Gradio Guides\4 Building with Blocks\01_blocks-and-event-listeners.md |
# Blocks and Event Listeners
We briefly descirbed the Blocks class in the [Quickstart](/main/guides/quickstart#custom-demos-with-gr-blocks) as a way to build custom demos. Let's dive deeper.
## Blocks Structure
Take a look at the demo below.
$code_hello_blocks
$demo_hello_blocks
- First, note the `with gr.Block... |
C:\Gradio Guides\4 Building with Blocks\02_controlling-layout.md |
# Controlling Layout
By default, Components in Blocks are arranged vertically. Let's take a look at how we can rearrange Components. Under the hood, this layout structure uses the [flexbox model of web development](https://developer.mozilla.org/en-US/docs/Web/CSS/CSS_Flexible_Box_Layout/Basic_Concepts_of_Flexbox).
#... |
C:\Gradio Guides\4 Building with Blocks\03_state-in-blocks.md |
# State in Blocks
We covered [State in Interfaces](https://gradio.app/interface-state), this guide takes a look at state in Blocks, which works mostly the same.
## Global State
Global state in Blocks works the same as in Interface. Any variable created outside a function call is a reference shared between all users... |
C:\Gradio Guides\4 Building with Blocks\04_dynamic-apps-with-render-decorator.md |
# Dynamic Apps with the Render Decorator
The components and event listeners you define in a Blocks so far have been fixed - once the demo was launched, new components and listeners could not be added, and existing one could not be removed.
The `@gr.render` decorator introduces the ability to dynamically change this... |
C:\Gradio Guides\4 Building with Blocks\05_custom-CSS-and-JS.md |
# Customizing your demo with CSS and Javascript
Gradio allows you to customize your demo in several ways. You can customize the layout of your demo, add custom HTML, and add custom theming as well. This tutorial will go beyond that and walk you through how to add custom CSS and JavaScript code to your demo in order t... |
C:\Gradio Guides\4 Building with Blocks\06_using-blocks-like-functions.md |
# Using Gradio Blocks Like Functions
Tags: TRANSLATION, HUB, SPACES
**Prerequisite**: This Guide builds on the Blocks Introduction. Make sure to [read that guide first](https://gradio.app/blocks-and-event-listeners).
## Introduction
Did you know that apart from being a full-stack machine learning demo, a Gradio Bl... |
C:\Gradio Guides\5 Chatbots\01_creating-a-chatbot-fast.md |
# How to Create a Chatbot with Gradio
Tags: NLP, TEXT, CHAT
## Introduction
Chatbots are a popular application of large language models. Using `gradio`, you can easily build a demo of your chatbot model and share that with your users, or try it yourself using an intuitive chatbot UI.
This tutorial uses `gr.ChatInt... |
C:\Gradio Guides\5 Chatbots\02_creating-a-custom-chatbot-with-blocks.md |
# How to Create a Custom Chatbot with Gradio Blocks
Tags: NLP, TEXT, CHAT
Related spaces: https://huggingface.co/spaces/gradio/chatbot_streaming, https://huggingface.co/spaces/project-baize/Baize-7B,
## Introduction
**Important Note**: if you are getting started, we recommend using the `gr.ChatInterface` to create ... |
C:\Gradio Guides\5 Chatbots\03_creating-a-discord-bot-from-a-gradio-app.md |
# 🚀 Creating Discord Bots from Gradio Apps 🚀
Tags: NLP, TEXT, CHAT
We're excited to announce that Gradio can now automatically create a discord bot from a deployed app! 🤖
Discord is a popular communication platform that allows users to chat and interact with each other in real-time. By turning your Gradio app in... |
C:\Gradio Guides\6 Custom Components\01_custom-components-in-five-minutes.md |
# Custom Components in 5 minutes
Gradio 4.0 introduces Custom Components -- the ability for developers to create their own custom components and use them in Gradio apps.
You can publish your components as Python packages so that other users can use them as well.
Users will be able to use all of Gradio's existing func... |
C:\Gradio Guides\6 Custom Components\02_key-component-concepts.md |
# Gradio Components: The Key Concepts
In this section, we discuss a few important concepts when it comes to components in Gradio.
It's important to understand these concepts when developing your own component.
Otherwise, your component may behave very different to other Gradio components!
Tip: You can skip this sec... |
C:\Gradio Guides\6 Custom Components\03_configuration.md |
# Configuring Your Custom Component
The custom components workflow focuses on [convention over configuration](https://en.wikipedia.org/wiki/Convention_over_configuration) to reduce the number of decisions you as a developer need to make when developing your custom component.
That being said, you can still configure s... |
C:\Gradio Guides\6 Custom Components\04_backend.md |
# The Backend 🐍
This guide will cover everything you need to know to implement your custom component's backend processing.
## Which Class to Inherit From
All components inherit from one of three classes `Component`, `FormComponent`, or `BlockContext`.
You need to inherit from one so that your component behaves lik... |
C:\Gradio Guides\6 Custom Components\05_frontend.md |
# The Frontend 🌐⭐️
This guide will cover everything you need to know to implement your custom component's frontend.
Tip: Gradio components use Svelte. Writing Svelte is fun! If you're not familiar with it, we recommend checking out their interactive [guide](https://learn.svelte.dev/tutorial/welcome-to-svelte).
## ... |
C:\Gradio Guides\6 Custom Components\06_frequently-asked-questions.md |
# Frequently Asked Questions
## What do I need to install before using Custom Components?
Before using Custom Components, make sure you have Python 3.8+, Node.js v16.14+, npm 9+, and Gradio 4.0+ installed.
## What templates can I use to create my custom component?
Run `gradio cc show` to see the list of built-in tem... |
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