background-jobs
Background Job Patterns
Offload long-running tasks with async job queues.
Overview
- Long-running tasks (report generation, data processing)
- Email/notification sending
- Scheduled/periodic tasks
- Webhook processing
- Data export/import pipelines
- Non-LLM async operations (use LangGraph for LLM workflows)
Tool Selection
| Tool | Language | Best For | Complexity |
|---|---|---|---|
| ARQ | Python (async) | FastAPI, simple jobs | Low |
| Celery | Python | Complex workflows, enterprise | High |
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