Introduction
1.
vector db
1.1.
Product Quantization
1.2.
Second-Tier Memory
1.3.
HNSW
1.4.
HMANN
1.5.
NSG
1.6.
DiskANN
1.7.
SPANN
2.
Faiss
2.1.
Getting Started
2.2.
Basics
3.
Project
3.1.
DiskANN
3.2.
Faiss
3.2.1.
bench
3.3.
hnswlib
4.
Presentation
4.1.
DiskANN
Light
Rust
Coal
Navy
Ayu
SPANN
SPANN: Highly-efficient Billion-scale Approximate Nearest Neighborhood Search