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# Pre-build Binary Vector Databases

Here we ship different pre-build  [Binary Vector databases](https://github.com/cohere-ai/BinaryVectorDB).

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.

![Comparison](https://txt.cohere.com/content/images/size/w1000/2024/03/Screenshot-2024-03-15-at-7.41.12-PM.png)
## Available Datasets

We have **Wikipedia** available in all 300+ languages.

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.

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)

Unzip both to be able to load the Binary Vector Database for the English Wikipedia (42M embeddings).