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fil/.ai-rulez/domains/ocr-integration/rules/ocr-backend-standards.md
Henrik Jess Nielsen b4c07d3693
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---
priority: critical
---
- Pluggable backend architecture: all backends implement the OcrBackend trait
- Backend independence: switching backends must not require API changes
- Tesseract is the default backend (native C FFI via leptess)
- Python backends (EasyOCR, PaddleOCR): use tokio::task::spawn_blocking, release GIL for Rust work
- Graceful degradation: if preferred backend unavailable, fall back to next available
- All backends must return structured results with confidence scores
- Document installation requirements and troubleshooting for each backend