Embedding Vectors Python Packages

awadb

AI Native database for embedding vectors

vector-inspector

A comprehensive desktop application for visualizing, querying, and managing vector database data

towhee

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

dadmatools

DadmaTools is a Persian NLP tools developed by Dadmatech Co.

towhee-models

Towhee is a framework that helps you encode your unstructured data into embeddings.

factlens

Geometric LLM hallucination detection. No second LLM. Deterministic. Auditable.

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.

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

embedding-optimizer

Two approaches to generating optimized embeddings in the Retrieval-Augmented Generation (RAG) Pattern

itembed

Python library to train shallow embeddings on unordered sequences

langchain-cratedb

CrateDB provider for LangChain.

bestrag

BestRAG: A library for hybrid RAG, combining dense, sparse, and late interaction methods for efficient document storage and search.

vectory

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

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.

honeybee-ml

🐝 | From Data to Prognosis: Embedding Multimodal Oncology Data for Precision Medicine

awadb-client

AI Native database for embedding vectors

embedselection

This framework helps you automatically select the most suitable text embedding model for a given downstream use case.

dadmatools-light

DadmaTools is a Persian NLP tools developed by Dadmatech Co.

embcompare

A simple python tool for embedding comparison

toucandb

ToucanDB is a brand-new micro ML-first database engine 🦜

twittersentiment

A python package for sentiment analysis written using pytorch framework

towhee-test

No description available

mytowhee

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.