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  ![Qdrant Wiki](./logo.png)
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- This dataset contains a complete [Qdrant vector database](https://qdrant.tech/) snapshot of Wikipedia English articles, each chunked and embedded with both SPLADE and BM25 sparse embeddings, yeilding a total of 130M embeddings. Chunks are linked to their neighbors and the main text to make full context retrieval simple and fast. If you'd rather access a hosted version of this, head over to the [AskNews API](https://docs.asknews.app/en/wikipedia) for immediate access.
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  ## Dataset Details
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  ### Dataset Description
 
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  ![Qdrant Wiki](./logo.png)
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+ This dataset contains a complete [Qdrant vector database](https://qdrant.tech/) snapshot of Wikipedia English articles, each chunked and embedded with both SPLADE and BM25 sparse embeddings, yeilding a total of 130M embeddings. Chunks are linked to their neighbors and the main text to make full context retrieval simple and fast. If you'd rather access a hosted version of this (with the latest Wiki updates indexed automatically), head over to the [AskNews API](https://docs.asknews.app/en/wikipedia) for immediate access.
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  ## Dataset Details
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  ### Dataset Description