Frequently Asked Questions

Development Environment

How do I set up the development environment?

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What VS Code extensions are recommended?

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How do I update dependencies using UV?

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How do I create a new Streamlit application using the template?

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Git and GitHub Workflow

What is the branch naming convention?

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How do I create a good pull request?

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What are the code review expectations?

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How do I resolve merge conflicts?

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Streamlit Development

How do I handle state management in Streamlit?

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How do I optimize Streamlit performance?

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How do I add authentication to a Streamlit app?

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How do I use Streamlit's caching effectively?

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AI Integration

How do I set up Claude API integration?

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How do I use Hugging Face models efficiently?

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How do I handle large model loading and memory issues?

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How do I optimize prompt engineering for better results?

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Deployment

How do I deploy a new application to AWS?

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How do I troubleshoot deployment issues?

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How do I monitor application performance?

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How do I roll back a problematic deployment?

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Troubleshooting

Common Issues and Solutions

[List of common issues and their solutions]