- # python-ragflow
 - 
 - # update python client
 - 
 - - Update "version" field of [project] chapter
 - - Build new python SDK
 - - Upload to pypi.org
 - - Install new python SDK
 - 
 - # build python SDK
 - 
 - ```shell
 - rm -f dist/* && python setup.py sdist bdist_wheel
 - ```
 - 
 - # install python SDK
 - ```shell
 - pip uninstall -y ragflow && pip install dist/*.whl
 - ```
 - 
 - This will install ragflow-sdk and its dependencies.
 - 
 - # upload to pypi.org
 - ```shell
 - twine upload dist/*.whl
 - ```
 - 
 - Enter your pypi API token according to the prompt.
 - 
 - Note that pypi allows a version of a package [be uploaded only once](https://pypi.org/help/#file-name-reuse). You need to change the `version` inside the `pyproject.toml` before building and uploading.
 - 
 - # using
 - 
 - ```python
 - 
 - ```
 - 
 - # For developer
 - ```shell
 - pip install -e .
 - ```
 
 
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