---
title: BrainWatches Analysis Service
emoji: 📊
colorFrom: green
colorTo: indigo
sdk: docker
app_port: 7860
pinned: false
---

# BrainWatches Python Analysis Service

FastAPI microservice untuk analisis NLP berita Indonesia.

## Endpoints

- `GET /health` — Health check
- `POST /sentiment` — Analisis sentimen (lexicon / IndoBERT)
- `POST /topics` — Topic modeling otomatis (TF-IDF + KMeans)
- `POST /summarize` — Ringkasan extractive (TextRank)
- `POST /similarity` — Kemiripan semantik (cosine similarity)

## Auth

Semua endpoint (kecuali `/health`) butuh header `X-Service-Token`.
Set via environment variable `PY_SERVICE_TOKEN` di Settings HuggingFace Space.