search

Marker-Inc-Korea / AutoRAG

RAG Deploy -> Optimize -> Deploy again. Get high performance RAG service with less effort
https://auto-rag.com/
Apache License 2.0
1.59k stars 139 forks source link

[BUG] windows Installation is difficult on Windows. Can you make it easier to use on Windows as well? #786

Closed Yoontaewoong closed 1 week ago

Yoontaewoong commented 1 week ago

Installation is difficult on Windows. Can you make it easier to use on Windows as well?

Yoontaewoong commented 1 week ago

Building wheel for chroma-hnswlib (pyproject.toml) ... error error: subprocess-exited-with-error

× Building wheel for chroma-hnswlib (pyproject.toml) did not run successfully. │ exit code: 1 ╰─> [9 lines of output] running bdist_wheel running build running build_ext building 'hnswlib' extension creating build\temp.win-amd64-cpython-312\Release\python_bindings "C:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.41.34120\bin\HostX86\x64\cl.exe" /c /nologo /O2 /W3 /GL /DNDEBUG /MD -IC:\Users\user\AppData\Local\Temp\pip-build-env-o56aopuq\overlay\Lib\site-packages\pybind11\include -IC:\Users\user\AppData\Local\Temp\pip-build-env-o56aopuq\overlay\Lib\site-packages\numpy_core\include -I./hnswlib/ -IC:\Users\user.conda\envs\auto_rag\include -IC:\Users\user.conda\envs\auto_rag\Include "-IC:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.41.34120\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.41.34120\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Auxiliary\VS\include" "-IC:\Program Files (x86)\Windows Kits\10\Include\10.0.22621.0" /EHsc /Tp./python_bindings/bindings.cpp /Fobuild\temp.win-amd64-cpython-312\Release./python_bindings/bindings.obj /EHsc /openmp /O2 /DVERSION_INFO=\\"0.7.6\\" bindings.cpp C:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.41.34120\include\cfloat(10): fatal error C1083: 포함 파일을 열 수 없습니다. 'float.h': No such file or directory error: command 'C:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.41.34120\bin\HostX86\x64\cl.exe' failed with exit code 2 [end of output]

note: This error originates from a subprocess, and is likely not a problem with pip. ERROR: Failed building wheel for chroma-hnswlib Failed to build chroma-hnswlib ERROR: ERROR: Failed to build installable wheels for some pyproject.toml based projects (chroma-hnswlib)

vkehfdl1 commented 1 week ago

Hello @Yoontaewoong

First, about your error. It looks like you are get trouble installing chroma in Windows. And you are missing Micorsoft C++ exectuable (2022 version? i think) You must install it. For more information, we highly recommend you to check out chroma docs

Btw, you must check few things to use AutoRAG in Windows.

  1. Use up to python3.10. It is not working in the previous python versions.
  2. Highly recommend to use python virtual environment
  3. If so, there are some features that can't use or fully supported in Windows. Such as
    • TART, UPR, and MonoT5 passage rerankers does not support Windows.
    • Parsing might be not working properly in the Windows environment.
    • Cannot use FlagEmbedding passage reranker with batch setting with 1. The default batch is 64.

So we highly recommend you to use our Docker container.

You can see full instruction at the our docs.

vkehfdl1 commented 1 week ago

Close this issue because of inactivity. Windows users! Recommend to use Docker container.