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How to avoid dependency installation failure in Windows?

2025-09-05 1.8 K
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Windows Environment Configuration Pitfall Avoidance Guide

The following solutions are recommended for Windows-specific environmental issues:

  • Alternative Installation Options:When direct pip fails, install them manually in order:
    1. first install vc_redist.x64.exe runtime library
    2. conda install -c conda-forge poppler
    3. pip install paddlepaddle==2.5.1 -f https://www.paddlepaddle.org.cn/whl/windows/mkl/avx/stable.html
  • Path processing:All file paths need to be converted to Windows format, for example:
    pdf_path: "C:\Users\test\doc.pdf" # Double backslash or raw string
  • Graphics memory optimization:On lower GPU devices, modify model_configs.yaml:
    device: "cuda" → "cpu"
    batch_size: 8 # Reduced batch size

Diagnostic Recommendations:When there is an import error such as cv2, you should check whether the Python environment is 3.10 in priority, and you need to use the special wheel package for 32-bit system.

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