Abhishek-Mallick/universal-box

[TEMPLATE] - AI/ML Stack (FastAPI + React + HuggingFace)

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#233 opened on Oct 4, 2025

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Description

What domain will the project template be based on?

Others (please specify in the details)

If 'Others', please specify the preferred domain.

AI/ML

Particular directory path for the template.

template/AI-ML/FastAPI-React-HuggingFace/

What tech stacks do you want to include?

  • Backend: FastAPI (Python), HuggingFace Transformers
  • Frontend: React (with TypeScript, optional Vite setup)
  • Others: Docker, REST API integration between FastAPI and React

Brief Description

This template scaffolds an end-to-end AI/ML web stack featuring:

  • A FastAPI backend for serving machine learning models (integrated with HuggingFace pipelines or custom fine-tuned models).
  • A React frontend for providing an interactive web UI for inference and result visualization.
  • Configured API routes for model loading, inference, and async processing.
  • Prebuilt structure for easy extension with GPU support or external model repositories.

This template will help developers quickly bootstrap AI-driven applications combining inference APIs and modern frontend frameworks using the universal-box init command.

👀 Have you spent some time checking if this issue has been raised before?

  • Yes
  • No

🏢 Have you read the Code of Conduct?

Would you like to work on this issue?

No

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