How do I deploy LLMOps on Railway?

You can deploy LLMOps on Railway by clicking the "Deploy Now" button on this page. Railway will automatically set up all the necessary services and configurations for you.

What are the system requirements?

Railway handles all the infrastructure requirements. You only need a web browser to deploy and manage your application.

Is this template free to use?

Yes, this template is free to use within your existing Railway account.

Can I customize this template?

Yes, you can fully customize this template. After deployment, you will have full control of what you've deployed in your Railway project.

How do I get support for this template?

You can get support through our community forum: llm-ops-b72d7b2e, or click "Get template help" for this template for more assistance.

Deploy and Host LLMOps on Railway

LLMOps is a production-ready infrastructure platform for managing LLM applications at scale. It provides prompt versioning with instant rollback, request logging, cost tracking, and latency metrics—everything teams need to confidently ship LLM features from prototype to production.

About Hosting LLMOps

Deploying LLMOps involves running a containerized application stack that orchestrates your LLM workflows. The platform consists of a web dashboard for managing prompts and configurations, an API gateway for routing LLM requests, and a data layer for storing configurations and metrics. The gateway is OpenAI API-compatible, so you can use existing OpenAI SDKs in any language—just point them to your LLMOps endpoint. LLMOps integrates with popular LLM providers (OpenAI, Anthropic, etc.). The deployment requires a PostgreSQL database for persistent storage. Railway simplifies this by provisioning all dependencies with a single click.

Common Use Cases

Prompt versioning and rollback: Manage prompt iterations with version control and instantly rollback to previous versions when issues arise.
Agent configuration management: Centrally manage model selection, temperature settings, system prompts, and other LLM parameters with a clean dashboard interface.
Logging and cost tracking: Track request logs, token usage, API costs, and response latencies across all your LLM requests.

Dependencies for LLMOps Hosting

PostgreSQL (for storing prompts, experiment configurations, and metrics)

Deployment Dependencies

Why Deploy LLMOps 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 LLMOps 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.