Module diskann

Module diskann 

Source
Expand description

DiskANN: Disk-based Approximate Nearest Neighbor Search

This module provides on-disk graph-based indexing for handling datasets too large to fit in memory (100M+ vectors).

Key features:

  • Memory-mapped graph access for constant memory usage
  • Vamana algorithm for efficient graph construction
  • Page cache optimization for fast queries
  • Index compaction and optimization

Structsยง

CompactionStats
Statistics from index compaction
DiskANNConfig
DiskANN index configuration
DiskANNIndex
DiskANN index for large-scale vector search
DiskANNStats
DiskANN index statistics
SearchResult
Search result from DiskANN