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@danielhuici danielhuici released this 08 Jun 14:24
· 189 commits to main since this release
v1.0.0
bd6a851
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Learn about vigilant mode.

HNSW4Hashes is a specialized implementation of the HNSW (Hierarchical Navigable Small World) data structured adapted for efficient nearest neighbor search of approximate matching hashes.

Features

  • Construction of the HNSW data structure.
  • Insertion of nodes into the data strcture.
  • K-nearest neighbor search based on similarity.
  • Percentage search to retrieve nodes that meet a similarity threshold.
  • Several scripts to benchmark the data structure and generate plots.
  • Logging functionality for debugging and monitoring.
  • Ability to save and restore the index structure
Assets 2
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