What's Changed

• 2025/12/30 2.7.0 Release

  • Simplified installation process. No need to separately install vlm acceleration engine dependencies. Using uv pip install mineru[all] during installation will install all optional backend dependencies.
  • Added new hybrid backend, which combines the advantages of pipeline and vlm backends. Built on vlm, it integrates some capabilities of pipeline, adding extra extensibility on top of high accuracy:
    • Directly extracts text from text PDFs, natively supports multi-language recognition in text PDF scenarios, and greatly reduces parsing hallucinations;
    • Supports text recognition in 109 languages for scanned PDF scenarios by specifying OCR language;
    • Independent inline formula recognition switch, which can be disabled separately when inline formula recognition is not needed, improving the visual effect of parsing results.
  • Simplified engine selection logic for vlm/hybrid backends. Users only need to specify the backend as *-auto-engine, and the system will automatically select the appropriate engine for inference acceleration based on the current environment, improving usability.