Troubleshooting
This guide covers common issues you might encounter when using Django Polly and how to resolve them.
Installation Issues
Issue: ImportError when trying to use Django Polly
Solution:
Ensure Django Polly is installed:
pip install django-pollyCheck that ‘django_polly’ is in INSTALLED_APPS in your Django settings.
Run
python manage.py migrateto apply any pending migrations.
LLM Integration Problems
Issue: LLM model not loading
Solution:
Verify that you’ve downloaded the LLM model using the
download_modelmanagement command.Check that the
AI_MODELS_PATHin your settings.py points to the correct directory.Ensure you have sufficient disk space and memory to load the model.
Issue: Slow response times from LLM
Solution:
Consider using a smaller or more efficient LLM model.
Increase the resources (CPU/RAM) available to your application.
Implement caching for common queries to reduce load on the LLM.
WebSocket Connection Issues
Issue: WebSocket connection fails
Solution:
Ensure that Daphne is installed and configured correctly.
Check that
ASGI_APPLICATIONis set correctly in your settings.py.Verify that your
CHANNEL_LAYERSconfiguration is correct.
Issue: Real-time updates not working
Solution:
Check your browser console for JavaScript errors.
Ensure that your frontend code is correctly connecting to the WebSocket.
Verify that your consumer is properly configured to send updates.
Database Issues
Issue: Database migrations failing
Solution:
Ensure you’re running the latest version of Django Polly.
Try running
python manage.py makemigrations django_pollybefore migrating.Check the database logs for any specific error messages.
General Troubleshooting Tips
Check the Django Polly logs for any error messages or warnings.
Ensure all dependencies are up to date.
Verify that your Django and Python versions are compatible with Django Polly.
If all else fails, try creating a new virtual environment and reinstalling Django Polly and its dependencies.
If you’re still experiencing issues after trying these solutions, please open an issue on the Django Polly GitHub repository with a detailed description of your problem and the steps you’ve taken to resolve it.