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README.md
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# Pre-build Binary Vector Databases
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Here we ship different pre-build [Binary Vector databases](https://github.com/cohere-ai/BinaryVectorDB).
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See the Github readme what Binary Vector Database is and why it can save you a lot of memory (and money) when you need to scale to tens or hundred millions of embeddings.
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## Available Datasets
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We have **Wikipedia** available in all 300+ languages.
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See [Files](https://huggingface.co/datasets/Cohere/BinaryVectorDB/tree/main) for the different files. These are simple .zip files you can download and unzip locally.
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Note for the English Wikipedia:
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English Wikipedia is due to its size distributed as 2 pars:
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[wikipedia-2023-11-en-part-1.zip](https://huggingface.co/datasets/Cohere/BinaryVectorDB/resolve/main/wikipedia-2023-11-en-part-1.zip)
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[wikipedia-2023-11-en-part-2.zip](https://huggingface.co/datasets/Cohere/BinaryVectorDB/resolve/main/wikipedia-2023-11-en-part-2.zip)
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Unzip both to be able to load the Binary Vector Database for the English Wikipedia (42M embeddings).
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