Abhishek-Mallick/universal-box
[TEMPLATE] - AI/ML Stack (FastAPI + React + HuggingFace)
Open
#233 opened on Oct 4, 2025
good first issuehacktoberfest
Repository metrics
- Stars
- (49 stars)
- PR merge metrics
- (PR metrics pending)
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?
- I have read the Code of Conduct
Would you like to work on this issue?
No