metadata

title: Magbert Ner Api
emoji: 🏃
colorFrom: yellow
colorTo: indigo
sdk: docker
pinned: false
short_description: magbert-ner-fr-api

Private BERT NER API on Hugging Face Space

This repo contains a private FastAPI-based NER API built on a Hugging Face BERT model.

Features

Private Hugging Face model loading
FastAPI REST endpoint for NER
Token-based authentication (X-API-KEY)
Rate limiting per IP using slowapi
Usage tracking per API key

Run locally

export HF_TOKEN=your_hf_token
export X-API-KEY=your-secret-key
uvicorn app:app --reload

Example request

curl -X POST http://localhost:8000/ner \
 -H "X-API-KEY: your-secret-key" \
 -H "Content-Type: application/json" \
 -d '{"text": "Barack Obama was the president of the United States."}'

Deployment

Can be deployed to Hugging Face Spaces (with Docker option enabled) or any cloud with Docker support.

Hugging Face Space Setup

Make sure to enable Docker runtime
Add two secrets:
- HF_TOKEN
- X-API-KEY