MuopDB - A vector database for machine learning

Introduction

MuopDB is a vector database for machine learning. It plans to support the following features:

• Query path
  • Vector similarity search
  • Inverted File (IVF)
  • Hierarchical Navigable Small Worlds (HNSW)
  • Product Quantization (PQ)
• Indexing path
  • Support periodic offline indexing
  • Support realtime indexing
• Database Management
  • Doc-sharding & query fan-out with aggregator-leaf architecture
  • In-memory & disk-based storage with mmap

Why MuopDB?

This is an educational project for me to learn Rust & vector database.