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backend

Services​

DocuDesk's backend is built around several key services:

ReportingService​

Handles document analysis and report generation:

  • Text extraction from various file formats
  • Presidio integration for entity detection
  • Risk assessment and scoring
  • Report storage and management
  • Enhanced entity processing with deduplication

EntityService​

Manages entity objects across documents:

  • Entity object creation and retrieval
  • Statistics tracking (occurrence count, confidence scores)
  • Entity deduplication by text content
  • Integration with reporting for consistent entity handling

ExtractionService​

AnonymizationService​

Handles document anonymization with enhanced entity processing:

  • Document anonymization using Presidio integration
  • Word document structure-aware anonymization
  • Anonymization results stored directly on report objects
  • Entity-level anonymization control
  • File hash-based caching for performance