Code for "Benchmarking Cohere Rerankers with LanceDB"
![Screenshot-2024-05-06-at-6 06 30-PM](https://private-user-images.githubusercontent.com/15766192/328443094-fe831af0-9ba4-484e-8ba2-099b5484c435.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.Hv_AF4zvzMCO6beRLbQsTcyN2_cIpgcY0jNr3zu083U)
pip install -r requirements.txt
Download the desired dataset. For example, Uber10K !llamaindex-cli download-llamadataset Uber10KDataset2021 --download-dir ./data
COHERE_API_KEY=... OPENAI_API_KEY=... python main.py