Embeddings Similarity Python Packages

embedflow

Zero downtime embedding upgrades

featureform

The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

kektordb-client

AI memory system combining vector search with temporal knowledge graph. Built-in cognitive engine for agents. Supports memory decay, contradiction detection, and MCP integration.

recs-searcher

Python library for correcting registry and spelling errors in user input when comparing with a database of texts.

embeddinghub

The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

lvface

Face recognition & embedding framework for Python. Detect, align, and compare faces with LVFace ONNX models — multi-face search, group-photo matching, album clustering. No PyTorch.

vectory

Vectory provides a collection of tools to track and compare embedding versions.

neighborblend

No description available

m2vdb

vector db built by someone with no idea how to build a vector db

embcompare

A simple python tool for embedding comparison

tinyquant-cpu

TinyQuant is a CPU-only vector quantization codec that compresses high-dimensional embedding vectors to low-bit representations while preserving cosine similarity rankings.

embedding-drift-lite

A Python Package that allows to compare two embedding sets and detect drift between versions.