Argh. This app has gone over its resource limits

Sorry! It means you've hit the resource limits of your Streamlit Community Cloud account.

There are a few things you can change in your app to make it less resource-hungry:

• Reboot your app (temporary fix)
• Use st.cache_data or st.cache_resource to load models or data only once
• Restrict the cache size with ttl or max_entries
• Move big datasets to a database
• Profile your app's memory usage

Check out our blog post on "Common app problems: Resource limits" for more in-depth tips prevent your app from hitting the resource limits of the Streamlit Community Cloud.

Related forum posts:

• https://discuss.streamlit.io/t/common-app-problems-resource-limits/16969
• https://blog.streamlit.io/common-app-problems-resource-limits/

We offer free resource increases only to support nonprofits or educational organizations on a case-by-case basis. If you are a nonprofit or educational organization, please complete this form and we will review your submission as soon as possible.

Once the increase is completed, you will receive an email from the Streamlit marketing team with a confirmation that the increase has been applied.

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