Deploy FastAPI + Celery (Beat, Worker, Flower)

FastAPI template integrated with celery

Deploy FastAPI + Celery (Beat, Worker, Flower)

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Just deployed

Just deployed

Just deployed

Just deployed

Just deployed

Deploy and Host FastAPI + Celery (Beat, Worker, Flower) on Railway

FastAPI combined with Celery provides a complete async task processing system. This template deploys a production-ready API with background workers, periodic schedulers, and real-time monitoring via Flower with authentication.

About Hosting FastAPI + Celery (Beat, Worker, Flower)

This deployment consists of 5 interconnected services running on Railway's platform. The FastAPI service exposes REST endpoints and triggers Celery tasks. Celery Workers process tasks from the Redis queue, while Celery Beat handles periodic scheduling. Flower monitors all Celery activity in real-time via a web dashboard. caddy-zero-trust sits in front of Flower as the public entry point, requiring authentication before proxying requests. Railway handles TLS termination and provides private networking between services.

Common Use Cases

  • Monitor Celery worker health and task throughput in production
  • Process async tasks triggered by API requests (email, notifications, data processing)
  • Schedule periodic data synchronization and cleanup jobs
  • Debug failed tasks and inspect arguments/results in real-time
  • Scale background processing independently from API

Dependencies for FastAPI + Celery (Beat, Worker, Flower) Hosting

  • Redis instance for Celery broker (can be Railway's Redis template)
  • PostgreSQL or other database (optional, for persistent data)
  • Python 3.11+ runtime environment
  • Docker support for containerized deployments

Deployment Dependencies

Why Deploy FastAPI + Celery (Beat, Worker, Flower) on Railway?

Railway is a singular platform to deploy your infrastructure stack. Railway will host your infrastructure so you don't have to deal with configuration, while allowing you to vertically and horizontally scale it.

By deploying FastAPI + Celery (Beat, Worker, Flower) on Railway, you are one step closer to supporting a complete full-stack application with minimal burden. Host your servers, databases, AI agents, and more on Railway.


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