👋Introduction
🦀Plugins
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
2.3.
Index
2.3.1.
Flat
2.3.2.
IVF
2.3.3.
HNSW
2.3.4.
PQ
2.3.5.
Comparison
3.
📁Project
3.1.
DiskANN
3.2.
Faiss
3.2.1.
bench
3.3.
hnswlib
Presentation
4.
💻Presentation
4.1.
DiskANN
4.2.
HNSW
⚙️Setup
Light
Rust
Coal
Navy
Ayu
锟斤拷烫烫烫
Index
Index
Quality
Speed
Memory
When to Use
Flat
🟢🟢🟢🟢🟢
🔴
🟡🟡🟡
小数据集
搜索质量远比搜索速度重要
IVF
HNSW
69 字
1 分钟
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