Search Packages

annlite

⚡ A fast embedded library for approximate nearest neighbor search

nanopq

Pure python implementation of product quantization for nearest neighbor search

vink

Vector Incremental Nano Kit — a lightweight vector database with incremental inserts, automatic exact-to-ANN switching, and explicit storage management. Add vectors anytime without rebuilding the index

rii

Fast and memory-efficient ANN with a subset-search functionality

vinkra

A vector database that automatically switches from slow-but-accurate search to fast-but-approximate search as your data grows, without you having to do anything.

spheni

Lightweight Vector Search Library focused on Memory Efficiency

fast-pq

Approximate Nearest Neighbors in Python.

lopq

Python code for training and deploying Locally Optimized Product Quantization (LOPQ) for approximate nearest neighbor search of high dimensional data.