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Fast-Forward Indexes v0.8.0

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@mrjleo mrjleo released this 25 Apr 10:23
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Memory-mapped indexes

  • OnDiskIndex now supports accessing the vectors using memory maps (setting memory_mapped=True).

Misc

  • Python 3.13 is now supported.
  • Aggregation (i.e., MaxP, AvgP) is now done using Pandas.
  • Rankings now verify that query-document/passage pairs are unique.
  • Defaults for init_size, chunk_size, and alloc_size have been updated (indexes).
  • Indexes now raise an error when a vector is requested for an ID that does not exist.

API changes

  • OnDiskIndex: hdf5_chunk_size has been renamed to chunk_size.
  • OnDiskIndex: min_resize_val has been removed and is now inferred based on the chunk size.