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streamlit documentation documentation search search rocket_launch get started installation add fundamentals add first steps add code develop concepts add api reference add tutorials add quick reference add web_asset deploy concepts add streamlit community cloud add snowflake other platforms add school knowledge base faq installing dependencies deployment issues streamlit documentation streamlit is an open source python framework for data scientists and ai ml engineers to deliver dynamic data apps with only a few lines of code build and deploy powerful data apps in minutes let s get started install_desktop setup and installation get set up to start working with streamlit dvr api reference learn about our apis with actionable explanations of specific functions and features grid_view app gallery try out awesome apps created by our users and curated from our forums or twitter how to use our docs rocket_launch get started with streamlit set up your development environment and learn the fundamental concepts and start coding description develop your streamlit app our api reference explains each streamlit function with examples dive deep into all of our features with conceptual guides try out our step by step tutorials cloud deploy your streamlit app streamlit community cloud our free platform for deploying and sharing streamlit apps streamlit in snowflake is an enterprise class solution where you can house your data and apps in one unified global system explore all your options school knowledge base is a self serve library of tips tricks and articles that answer your questions about creating and deploying streamlit apps what s new call_split parallel fragments set parallel true on st fragment to run independent fragments concurrently during full app reruns cached background cache refresh refresh expired cached values in the background while your app continues serving the previous value smart_button buttoncolumn add clickable buttons to st dataframe and st data_editor to trigger actions from a row settings advanced app configuration use st app to configure custom http routes middleware lifecycle hooks and asgi integrations table_rows lazy loading dataframes large dataframes load rows on demand keeping the browser responsive as users scroll or sort touch_app dynamic containers st tabs st expander and st popover can track open closed state and trigger reruns with the on_change parameter latest blog posts view all updates join the community streamlit is more than just a way to make data apps it s also a community of creators that share their apps and ideas and help each other make their work better please come join us on the community forum we love to hear your questions ideas and help you work through your bugs stop by today view forum other media github view the streamlit source code and issue tracker youtube watch screencasts made by the streamlit team and the community twitter follow streamlit on twitter to keep up with the latest news linkedin follow streamlit on the world s largest professional network newsletter sign up for communications from streamlit arrow_forward next get started home contact us community 2026 snowflake inc forum ask ai