Deploy Prompt Optimizer

Web tool for rewriting and improving AI prompts with any LLM

Deploy Prompt Optimizer

Just deployed

Deploy and Host Prompt Optimizer on Railway

Prompt Optimizer is a web app that rewrites rough prompts into clearer, better structured ones, compares the results and works with OpenAI-compatible, Gemini, DeepSeek and other model providers.

About Hosting Prompt Optimizer

This template runs the official linshen/prompt-optimizer:latest image (nginx on port 80). Open the public URL and add your own model provider and API key in the app's model settings; keys are stored in your browser, not on the server. The page is open to anyone who has the URL: to require a login, add the variables ACCESS_PASSWORD (and optionally ACCESS_USERNAME, default admin) in Railway and redeploy.

Common Use Cases

  • Turn short instructions into structured system and user prompts
  • Compare original and optimized prompts side by side
  • Offer a team-wide prompt workshop

Dependencies for Prompt Optimizer Hosting

  • One service, no database or volume
  • An API key for the LLM provider you want to use, entered in the app

Deployment Dependencies

Why Deploy Prompt Optimizer on Railway?

Railway gives you a public HTTPS URL and automatic restarts with no server to maintain.


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