Serve Hugging face models with FastAPI, the Python's fastest REST API framework.

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ICI HuggingFace API via FastAPI

🤗 Huggingface + ⚡ FastAPI = ❤️ Awesomeness. Structure Deep Learning models serving REST API with FastAPI

Inspired by and bootstraped from https://github.com/Proteusiq/huggingfastapi/

Serve Hugging face models with FastAPI, the Python's fastest REST API framework.

The minimalistic project structure for development and production.

Installation and setup instructions to run the development mode model and serve a local RESTful API endpoint.

Project structure

Files related to application are in the hfapi or tests directories. Application parts are:

hfapi
├── api              - Main API.
│   └── routes       - Web routes.
├── core             - Application configuration, startup events, logging.
├── models           - Pydantic models for api.
├── services         - NLP logics.
└── main.py          - FastAPI application creation and configuration.
│
tests                - Codes without tests is an illusion

README.md

ICI HuggingFace API via FastAPI

Project structure