- Added confidence scoring system for data quality
- Implemented strict validation for emails, phones, and addresses
- Added batch processing to prevent LLM overload
- Improved error handling and fallback mechanisms
- Added caching based on confidence scores
Technical changes:
- Added regex validation for contact info
- Implemented scoring system (0-1 scale)
- Added timeout protection for LLM calls
- Enhanced post-processing for consistent formatting
- Added business type detection for context
Breaking changes: None
Dependencies: No new dependencies required
- Add utility functions for business ID generation
- Improve database service with proper types
- Fix type safety issues in search implementation
- Add caching layer for search results
