Apple 2a353040f6 feat: add tests and integrate dots.ocr model ...

G.2.5 - Tests:
- Add pytest test suite with fixtures
- test_preprocessing.py - PDF/image loading, normalization, validation
- test_postprocessing.py - chunks, QA pairs, markdown generation
- test_inference.py - dummy parser and inference functions
- test_api.py - API endpoint tests
- Add pytest.ini configuration

G.1.3 - dots.ocr Integration:
- Update model_loader.py with real model loading code
  - Support for AutoModelForVision2Seq and AutoProcessor
  - Device handling (CUDA/CPU/MPS) with fallback
  - Error handling with dummy fallback option
- Update inference.py with real model inference
  - Process images through model
  - Generate and decode outputs
  - Parse model output to blocks
- Add model_output_parser.py
  - Parse JSON or plain text model output
  - Convert to structured blocks
  - Layout detection support (placeholder)

Dependencies:
- Add pytest, pytest-asyncio, httpx for testing

2025-11-15 13:25:01 -08:00

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