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Description
Issues Identified:
- Database Connection Management:
- Repetitive connection/close patterns
- No connection pooling
- Mixed database logic in multiple files - Large Monolithic Functions:
- process_pdf.py has very long methods
- sidebar.py has complex nested logic
- Mixed concerns (UI + business logic) - Error Handling:
- Inconsistent error handling patterns
- Limited logging strategy
- No centralized exception handling - Configuration Management:
- Hard-coded values scattered throughout
- No centralized config management - Testing:
- No existing unit tests
- No integration tests
- No test data management
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