facing issue in Installation of Chromadb

[mr-rakesh-ranjan]

Hi Everyone, I got this error while trying this locally.

Error:
Building wheels for collected packages: chroma-hnswlib
Building wheel for chroma-hnswlib (PEP 517) ... error
ERROR: Command errored out with exit status 1:
command: 'C:\Users\RakeshRanjanKumar\chatgpt-retrieval\v_env\Scripts\python.exe' 'C:\Users\RakeshRanjanKumar\chatgpt-retrieval\v_env\lib\site-packages\pip_vendor\pep517\in_process_in_process.py' build_wheel 'C:\Users\RAKESH~1\AppData\Local\Temp\tmpz19tp3tl'
cwd: C:\Users\RakeshRanjanKumar\AppData\Local\Temp\pip-install-gqobnf5q\chroma-hnswlib_57412d3097c849e4bd231978707c330e
Complete output (12 lines):
running bdist_wheel
running build
running build_ext
building 'hnswlib' extension
creating build
creating build\temp.win-amd64-cpython-310
creating build\temp.win-amd64-cpython-310\Release
creating build\temp.win-amd64-cpython-310\Release\python_bindings
"C:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.37.32822\bin\HostX86\x64\cl.exe" /c /nologo /O2 /W3 /GL /DNDEBUG /MD -IC:\Users\RakeshRanjanKumar\AppData\Local\Temp\pip-build-env-927jtnt0\overlay\Lib\site-packages\pybind11\include -IC:\Users\RakeshRanjanKumar\AppData\Local\Temp\pip-build-env-927jtnt0\overlay\Lib\site-packages\numpy\core\include -I./hnswlib/ -IC:\Users\RakeshRanjanKumar\chatgpt-retrieval\v_env\include -IC:\Users\RakeshRanjanKumar\AppData\Local\Programs\Python\Python310\include -IC:\Users\RakeshRanjanKumar\AppData\Local\Programs\Python\Python310\Include "-IC:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.37.32822\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Auxiliary\VS\include" /EHsc /Tp./python_bindings/bindings.cpp /Fobuild\temp.win-amd64-cpython-310\Release./python_bindings/bindings.obj /EHsc /openmp /O2 /DVERSION_INFO=\"0.7.2\"
bindings.cpp
C:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.37.32822\include\yvals.h(21): fatal error C1083: Cannot open include file: 'crtdbg.h': No such file or directory
error: command 'C:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.37.32822\bin\HostX86\x64\cl.exe' failed with exit code 2

ERROR: Failed building wheel for chroma-hnswlib
Failed to build chroma-hnswlib
ERROR: Could not build wheels for chroma-hnswlib which use PEP 517 and cannot be installed directly
WARNING: You are using pip version 21.2.3; however, version 23.2.1 is available.
You should consider upgrading via the 'C:\Users\RakeshRanjanKumar\chatgpt-retrieval\v_env\Scripts\python.exe -m pip install --upgrade pip' command.

I'm using Python 3.10.0 still facing this issue. Please help me out.

[Junaid-Nazir-828]

You need to have Microsoft C++ build tools to install Chromadb. You can download it from here : https://visualstudio.microsoft.com/visual-cpp-build-tools/ . Moreover you can follow these steps to ease your installations : https://github.com/bycloudai/InstallVSBuildToolsWindows