MLOps Pipeline EN-PT
Configured with Error Trigger, Execute Command, HTTP Request, Webhook. Review the connections and setup before adapting this template.
Node categories in this workflow
- Trigger
- Transform
- Code
- Routing
- Web / API
Icons describe general node roles, inferred from node types. Inspect the parameters for the configured action.
Drag to pan; use + and − to zoom. Reconstructed from the exported node positions; nothing runs here. Dashed lines represent non-main connections. Full node names and notes appear below.
How it works
The exported workflow contains the following configured nodes. Their connections are shown above; inspect the JSON for the complete logic, expressions, and external actions.
| Node | Category | Type | Operation |
|---|---|---|---|
| Webhook - Iniciar Pipeline | Trigger | Webhook | See node parameters |
| Preparar Parametros | Transform | Edit Fields | See node parameters |
| Validar Parametros | Code | Code | See node parameters |
| Preparar Dados - Container | Code | Execute Command | See node parameters |
| Treinar Modelo - Container | Code | Execute Command | See node parameters |
| Extrair Run ID e Metricas | Code | Code | See node parameters |
| Validar Threshold de Qualidade | Routing | If | See node parameters |
| Publicar Artefatos - Container | Code | Execute Command | See node parameters |
| Consolidar Publicacao | Code | Code | See node parameters |
| Recarregar Modelo Publicado | Web / API | HTTP Request | POST |
| Resposta - Sucesso | Code | Code | See node parameters |
| Resposta - Modelo Rejeitado | Code | Code | See node parameters |
| Error Trigger - Capturar Falhas | Trigger | Error Trigger | See node parameters |
| Registrar Incidente | Code | Code | See node parameters |
| Verificar Backend de Artefatos | Routing | If | See node parameters |
| Resposta - Publicacao Local | Code | Code | See node parameters |
Setup
- Download the JSON and import it into an isolated n8n instance. Leave the workflow inactive.
- Connect your own credentials through n8n’s credential store. Replace
REPLACE_WITH_*values with your resource identifiers. - Inspect API destinations, Code nodes, database queries, file paths, and outbound actions.
- Run with synthetic data and harmless destinations. Enable triggers only after checking the actual outputs.
Requirements
An n8n instance with the listed node types and compatible versions. Service-connected workflows may require accounts, credentials, or paid APIs.
Credential types declared in the source
None declared. HTTP requests and Code nodes may still need configuration.
Workflow notes
Logica Principal
Logica Principal
Webhook -> Preparar Parametros -> Validar Parametros -> Preparar Dados -> Treinar -> Validar -> Publicar Artefatos -> Deploy -> Resposta JSON
Monitoramento de Erros
Monitoramento de Erros
Error Trigger captura falhas do workflow e envia notificacao dinamica com execution_id, node, erro e timestamp.
MLOps Pipeline EN-PT
MLOps Pipeline EN-PT
Purpose and structure
This folder contains the MLOps Pipeline EN-PT workflow. Its executable nodes use code, errorTrigger, executeCommand, httpRequest, if, set, webhook. The table and connection map below are derived from the JSON, not an inferred guarantee of behavior.
Setup
Import inactive. Configure your own credentials and replace REPLACE_WITH_* values. Review external destinations and Code nodes before running.
Entry points
Webhook - Iniciar Pipeline, Error Trigger - Capturar Falhas
Verification
Sanitized source candidate; not runtime-tested. This overview is generated from node metadata. Read the folder README for the connection map, credential types, and license.
Attribution
https://github.com/giuliazc/mlops-neural-machine-translation/blob/e071531509a02b27d5b3b4dd9ae718c8d1377478/n8n.json MIT; preserve source notices.