Lmdb Python Packages

montydb

Monty, Mongo tinified. MongoDB implemented in Python !

lmdbm

Python DBM style wrapper of LMDB

zlmdb

Object-relational in-memory database layer based on LMDB

cengal-light

General purpose library

cengal

Bytecode manipulation in runtime, true shared memory, async LMDB, async Tkinter, async wxPython, async PySide, async PyQt, async loop with almost preemptive multitasking within the single thread, text parsing, rich introspection, etc.

torchtoolbox

🛠 Toolbox to extend PyTorch functionalities

flaxkv

🗲 A high-performance on-disk dictionary.

zcls

Object Classification Training/Inferring Framework

hannoy

Production-ready KV-backed HNSW implementation in Rust using LMDB

torchfurnace

A tool package for training model, pre-processing dataset and managing experiment record in pytorch AI tasks.

flaxfile

🗲 A high-performance on-disk dictionary.

greendb

server frontend for lmdb

pnno

Script for annotation data processing

aiolmdb

An asyncio wrapper around LMDB for Python.

py-wsi

Python package for dealing with whole slide images (.svs) for machine learning, including intuitive, painless patch sampling using OpenSlide, automatic labeling from ImageScope XML annotation files, and functions for saving these patches and their meta data into lightning memory-mapped databases (LMDB) for quick reads.

nque

High-performance persistent FIFO queues with LMDB backend supporting both single-queue and multi-queue broadcast patterns.

lmdbm-lockable

Python DBM style wrapper of LMDB

ml-pyxis

Tool for reading and writing datasets of tensors in a Lightning Memory-Mapped Database (LMDB). Designed to manage machine learning datasets with fast reading speeds.

pup-py-db

This is an experimental learning project to explore how vector databases work under the hood. Major components are being built step by step.