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One can easily install the BEIR repository using a single command line. Tested with Python versions 3.9+.
pip install beir
pip install beir[faiss] pip install beir[peft] ...
$ git clone https://github.com/beir-cellar/beir.git $ cd beir $ pip install -e .
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