How to pin specific package versions to avoid breakage during deployment

[Davis3]

I want to ensure my Streamlit app runs consistently after deployment and doesn’t break when packages update.

• What’s the correct way to pin versions in requirements.txt?
• Should I match the versions from my local environment exactly?
• Any best practices to avoid future compatibility issues