> For the complete documentation index, see [llms.txt](https://public-intelligence.gitbook.io/taina-agente-ia-ogtic/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://public-intelligence.gitbook.io/taina-agente-ia-ogtic/operacion-y-monitoreo/monitoreo.md).

# Monitoreo y health checks

Taína proporciona mecanismos para supervisar la salud del agente y los servicios asociados.

## Health Checks del Backend

El agente incluye una herramienta `health_check` en `src/tools.py` que puede invocarse para verificar el estado de todos los componentes:

```bash
docker compose exec taina-backend python3 -c "
import asyncio
from src.tools import health_check

async def check():
    status = await health_check()
    for key, value in status.items():
        print(f'  {key}: {value}')

asyncio.run(check())
"
```

## Supervisión con Docker

```bash
# Ver estado del contenedor
docker compose ps

# Ver logs en tiempo real
docker compose logs -f taina-backend

# Ver consumo de recursos
docker stats taina_backend
```

## Logs operativos

Los logs están disponibles tanto dentro del contenedor como en el host gracias al volumen montado:

```bash
# Desde el host
tail -f backend/logs/application.log
tail -f backend/logs/errors.log

# Desde Docker
docker compose logs --tail=100 taina-backend
```

## Métricas clave

* **Uso de memoria**: Configurable mediante `MAX_MEMORY_MB` y `WARNING_MEMORY_MB` en el `.env`.
* **Estado de ChromaDB**: Tamaño de las colecciones y reporte de salud:

```bash
docker compose exec taina-backend python3 -c "
from src.vectors.chroma_vector import verify_chroma_health
print(verify_chroma_health('storage/chroma', 'servicios'))
print(verify_chroma_health('storage/chroma_qa', 'servicios_qa'))
"
```

* **Cobertura de QA**: Revisar `data/QA/manifest.json`.
* **Servicios externos**: Usa `health_check()` para confirmar STT, TTS y LLM; revisa latencia y tokens restantes en los logs.

## Alertas y recuperación

* Habilita `ENABLE_AUTO_RECOVERY=true` en producción para reinicios controlados cuando fallen STT/LLM/TTS.
* El programa `MAX_RETRY_ATTEMPTS` en el `.env` controla cuántos reintentos se hacen antes de desistir.


---

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