How can I optimize the performance of my Streamlit app?
An example of an AI chatbot conversation about optimizing Streamlit app performance.
How can I optimize the performance of my Streamlit app?
To optimize your Streamlit app, consider reducing the amount of data processed, using caching, and optimizing your layout.
What caching methods can I use in Streamlit?
You can use st.cache to cache function outputs and st.cache_data for caching data frames. This reduces computation time.
Are there any specific layout optimizations I should consider?
Yes, use columns and containers wisely to minimize re-renders. Also, avoid using too many widgets that can slow down the app.
How can I monitor the performance of my app?
You can use Streamlit's built-in profiler to monitor performance and identify bottlenecks in your app.
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