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Voyager index #35

Merged
merged 7 commits into from
Aug 14, 2024
Merged

Voyager index #35

merged 7 commits into from
Aug 14, 2024

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NohTow
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@NohTow NohTow commented Aug 14, 2024

This PR introduces a new HNSW index based on the Voyager library and a sqlite based database for the dictionaries storing the document_id <-> tokens_ids associations.
This should be the default for the user as it is faster than Weaviate and does not require to use docker just a pip install.

Especially, during benches, it is not a bottleneck compared to the GPU inference anymore.

@NohTow NohTow merged commit 70ce17e into main Aug 14, 2024
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@raphaelsty raphaelsty deleted the voyager_index branch August 22, 2024 10:32
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