A simple, easy-to-hack Vector Database implementation
Project description
nano-VectorDB
A simple, easy-to-hack Vector Database
🌬️ A vector database implementation with single-dependency (numpy)
🎁 It can handle a query from 1,000,000 vectors and return in milliseconds
🏃 It's okay for your prototype, maybe more.
Install
Install from PyPi
pip install nano-vectordb
Install from source
# clone this repo first
cd nano-vectordb
pip install -e .
Quick Start
TODO
Benchmark
TODO
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