Add FireRed OCR comparison and preserve attribution layout
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## 2026-10-29 — FireRed OCR comparison and attribution layout
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- Add an explicit local OpenAI-compatible FireRed adapter with source/settings-bound raw caches and fail-closed handling of truncated responses.
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- Preserve Markdown paragraph structure without inventing OCR coordinates; optionally align geometry from a verified same-source Vision cache while retaining FireRed text.
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- Preserve right-aligned author/date blocks and prevent date furniture removal or attribution paragraph merging.
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- Add pagewise OCR comparison and manually verified snippet CER; validate only pages 1–50 of the sample PDF, with two partial EPUBs and responsive navigation QA.
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- Regression suite: 103 passed, 2 skipped. Complex scanned layouts and automatic figure segmentation remain deferred.
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## 2026-10-28 — lightweight standalone PDF import preview
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- Add PDFium/Pillow PDF import with native text, macOS system Vision OCR and an optional Tesseract adapter; no translation or heavyweight model dependency required.
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