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Gradio Releases gr.Workflow Feature

·2026.08.25 09:00

Key point

Gradio has launched the gr.Workflow feature, which supports building visual node-based AI pipelines and deploying APIs.

Details

Gradio has introduced a new feature, gr.Workflow, enabling the construction of AI pipelines through a visual interface. With this feature, developers can design complex AI workflows by connecting typed nodes via drag-and-drop, and view intermediate results of each step in real time.

Generated workflows are immediately converted into REST APIs that can be called directly from code, and can be deployed to Hugging Face Spaces with a single command. Additionally, by leveraging ZeroGPU, it is possible to include nodes that run GPU models, allowing the integration of custom models into workflows without relying on external inference providers or existing Spaces.

Key features include:

  • Visual Canvas: Intuitively configure pipelines through node-based graphs
  • Automatic API Generation: Each output node is automatically generated as a REST endpoint
  • Flexible Integration: Supports integration with Hugging Face Inference Providers, Gradio Spaces, and local Python functions

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