| # 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: |
| English Wikipedia is due to its size distributed as 2 pars: |
| [wikipedia-2023-11-en-part-1.zip](https://huggingface.co/datasets/Cohere/BinaryVectorDB/resolve/main/wikipedia-2023-11-en-part-1.zip) |
| [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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