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.

embedding-optimizer

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

towhee-models

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

django-graph-search

Production-ready semantic vector search for Django — searches across FK, M2M, and reverse relations by traversing your model graph. Pluggable backends: ChromaDB, FAISS, Qdrant.

factlens

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

dadmatools

DadmaTools is a Persian NLP tools developed by Dadmatech Co.

itembed

Python library to train shallow embeddings on unordered sequences

honeybee-ml

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

vectory

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

bestrag

bestrag: Library for storing and searching document embeddings in a Qdrant vector database using hybrid embedding techniques.

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.

embedselection

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

langchain-cratedb

CrateDB provider for LangChain.

vinkra

A lightweight vector database with incremental inserts, automatic exact-to-ANN switching, and explicit storage management. Add vectors anytime without rebuilding the index

awadb-client

AI Native database for embedding vectors

twittersentiment

Sentiment analyzer for your tweets.

dadmatools-light

DadmaTools is a Persian NLP toolkit

embcompare

EmbCompare is a small python package that helps you compare your embeddings both visually and numerically.

toucandb

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

towhee-test

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

mytowhee

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

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