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hf-gradio

Generate predictions from Gradio apps via API and command line.

Updated Jun 15, 2026
Search Tags:#api#machine learning#prediction#gradio#hugging face
One-click install
npx skills add https://github.com/Andrew-Girgis/token-holdem --skill hf-gradio
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: hf-gradio
Source: https://github.com/Andrew-Girgis/token-holdem/tree/main/.agents/skills/hf-gradio
Command: npx skills add https://github.com/Andrew-Girgis/token-holdem --skill hf-gradio

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires gradio-app/hf-gradio, gradio, and includes scripts (resource) components.

What problem does it solve?

This Skill simplifies the interaction with Gradio applications by providing an API to generate predictions from Gradio apps on Hugging Face spaces or public URLs.

Core Features & Use Cases

  • API Access to Gradio Apps: Use the API to make predictions using Gradio apps.
  • Command Line Interface: Offers info and predict commands for programmatic interaction.
  • Use Case: For example, generate an image using a Gradio app with the command "Generate an image using black-forest-labs/FLUX.2-dev".

Quick Start

Use the hf-gradio skill to generate an image by typing: 'Generate an image using black-forest-labs/FLUX.2-dev'.

Frequently Asked Questions about hf-gradio

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I make predictions using a Gradio app via API?▼

To make predictions using a Gradio app via API, you can use a dedicated API interface to interact with Gradio applications programmatically. This allows you to generate predictions from apps hosted on Hugging Face spaces or public URLs.

Can I automate Gradio app predictions from the command line?▼

Yes, you can automate Gradio app predictions from the command line using the `info` and `predict` commands. This provides a programmatic interface for integrating Gradio apps into larger automated workflows.

Do I need to install the gradio library to use the Gradio API for predictions?▼

Yes, you need to install the `hf-gradio` extension or the `gradio` library to use the Gradio API for predictions. This prerequisite provides the necessary interface to interact with Hugging Face spaces.

How does the Gradio API work with Hugging Face spaces?▼

The Gradio API works with Hugging Face spaces by providing an API interface to connect directly to the hosted Gradio applications. This mechanism allows you to generate predictions remotely without manual UI interaction.

What is the best way to integrate a Hugging Face Gradio app into a larger workflow?▼

The best way to integrate a Hugging Face Gradio app into a larger workflow is by using an API interface to generate predictions. This approach connects public Gradio URLs to your existing automation pipelines for seamless model inference.

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