Extending Your Nobel Prize KB Module

With your Nobel Prize Knowledge Base module now operational, let's explore enhancements to expand its functionality.

Extending Your KB Module

To enhance your Nobel Prize KB module, start by running it locally and analyzing its behavior. Pay close attention to:

• Output logs and error patterns to implement more comprehensive logging
• Data structure patterns to extend schema support for richer relationships

This analysis will help you systematically improve your KB's capabilities while maintaining high performance.

Best Practices to Keep in Mind

Based on our implementation experience, here are key best practices for KB development:

1. Error Handling

   • Use structured error responses
   • Implement operation logging
   • Handle edge cases gracefully
   • Provide clear error messages

2. Data Validation

   • Validate all input data
   • Handle missing values consistently
   • Standardize data formats
   • Implement data quality checks

3. Performance

   • Optimize database queries

4. Code Organization

   • Separate concerns (validation, logging, core logic)
   • Implement clear interfaces
   • Document code thoroughly

5. Testing

   • Validate error handling
   • Verify data integrity