How do I deploy apps to production using Streamlit?

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How do I deploy apps to production using Streamlit?

Daniel Steinhold Asked question September 14, 2023
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There are a few different ways to deploy Streamlit apps to production. Here are a few of the most popular options:

  • Streamlit Cloud: Streamlit Cloud is a hosted platform that makes it easy to deploy and manage Streamlit apps. You can deploy your app to Streamlit Cloud for free, or you can choose a paid plan that offers more features and functionality.
    Streamlit Cloud logo
  • Heroku: Heroku is a cloud platform that can be used to deploy a variety of web applications, including Streamlit apps. Heroku offers a free tier that you can use to deploy your app, or you can choose a paid plan that offers more features and scalability.
    Heroku logo
  • Docker: Docker is a containerization platform that can be used to package and deploy your Streamlit app. Once your app is packaged in a Docker container, you can deploy it to any cloud platform that supports Docker.
    Docker logo
  • Google Cloud Run: Google Cloud Run is a serverless platform that can be used to deploy Streamlit apps. Google Cloud Run automatically scales your app to meet demand, so you don’t have to worry about managing servers.
    Google Cloud Run logo

The best way to deploy your Streamlit app to production will depend on your specific needs and requirements. If you are new to deploying web applications, I recommend starting with Streamlit Cloud or Heroku. These platforms are easy to use and offer a free tier that you can use to test your app.

Once you have deployed your app to production, you will need to monitor it to make sure it is running smoothly. You can use a tool like Prometheus to collect metrics about your app’s performance. You can also use a tool like Sentry to track errors and exceptions in your app.

By following these steps, you can deploy your Streamlit apps to production and make them available to a wider audience.

I hope this helps! Let me know if you have any other questions.

Daniel Steinhold Changed status to publish September 14, 2023