---
title: RoBERTuito Comment Classifier
sdk: docker
app_port: 7860
pinned: false
---

# RoBERTuito Comment Classifier

FastAPI service for classifying Facebook comments into:

- `hater`
- `critico`
- `neutral`

The service uses one model, `pysentimiento/robertuito-hate-speech`, to keep
memory usage low on Hugging Face Spaces. The `critico` label is an intermediate
risk band based on configurable HS/TR/AG thresholds.

## Endpoints

- `GET /health`
- `POST /classify`
- `POST /classify/batch`

Protected endpoints require:

```http
X-API-Key: your-key
```

## Local Run

```bash
pip install -r requirements.txt
uvicorn app.main:app --host 0.0.0.0 --port 7860
```

## Example

```bash
curl -X POST http://localhost:7860/classify \
  -H "Content-Type: application/json" \
  -H "X-API-Key: change-me" \
  -d '{"text":"Este comentario es una prueba"}'
```