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
- Compaction
Stats - Statistics from index compaction
- DiskANN
Config - DiskANN index configuration
- DiskANN
Index - DiskANN index for large-scale vector search
- DiskANN
Stats - DiskANN index statistics
- Search
Result - Search result from DiskANN