Learn how to run Streamlit apps locally, set parameters, configure environment variables, and understand the execution model for development and production.

streamlit run starts your Streamlit app with optional configuration and script arguments.

Go through our Knowledge Base for tips, step-by-step tutorials, and articles that answer your questions about creating and deploying Streamlit apps. Read more documentation!

Step-by-step guide to install Streamlit using command line tools and build your first Hello World app.

Run Streamlit apps and manage configuration using the command-line interface for app execution, cache management, and system diagnostics.

Get started with Streamlit This Get Started guide explains how Streamlit works, how to install Streamlit on your preferred operating system, and how to create your first Streamlit app!

Learn how to containerize and deploy your Streamlit app using Docker with step-by-step instructions for corporate networks and cloud deployment.

Let's suppose you want to invoke a subprocess to run a Python script script.py in your deployed Streamlit app streamlit_app.py. For example, the machine learning library Ludwig is run using …

Learn the fundamentals of Streamlit app testing with practical examples covering test structure, AppTest initialization, element retrieval, widget manipulation, and result inspection.

Learn how to install Streamlit with comprehensive guides to use pip, conda, Anaconda Distribution, cloud environments, and command line tools.