Vectors Python Packages

vecs

Postgres/pgvector Python Client

nucliadb-utils

NucliaDB, The AI Search database for RAG

nucliadb-protos

NucliaDB, The AI Search database for RAG

nucliadb-telemetry

NucliaDB, The AI Search database for RAG

nucliadb-models

NucliaDB, The AI Search database for RAG

nucliadb-sdk

NucliaDB, The AI Search database for RAG

nucliadb-dataset

NucliaDB, The AI Search database for RAG

nucliadb

NucliaDB, The AI Search database for RAG

nidx-protos

NucliaDB, The AI Search database for RAG

nidx-binding

NucliaDB, The AI Search database for RAG

vg

Vector-geometry toolbelt for 3D points and vectors

coordinax

Coordinates in JAX

leann

[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

cogdb

Embedded Graph Database for Python. Lives inside your Python process. Quick setup. No server. Runs in notebooks, apps, even your browser.

braandket

BraAndKet is a library for numeral calculations of discrete quantum systems.(bra, ket, operator, trace ...)

oracle-vecdb

Python SDK for vector search, semantic search, RAG, embeddings, and AI agents on Oracle AI Database

hdlib

Hyperdimensional Computing Library for building Vector-Symbolic Architectures in Python 3

neumai

Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.

citrusdb

(distributed) vector database

vearch

Distributed vector search for AI-native applications

elementary-vectors

SageMath package for elementary vectors (circuits and cocircuits of a matrix)

geoserver-py

Unofficial GeoServer python client. Manage workspaces, permissions, upload vectors, rasters and more.

arflab

Python library for creating a mathematical environment

vectorose

Python package for producing spherical histograms