PyRank

In Memory Database Python Packages

Python packages with the GitHub topic in-memory-database. Sorted by relevance, with stars and monthly downloads.
GrafeoDB
grafeo

Grafeo is a pure-Rust, high-performance graph database that can be embedded as a library or run as a standalone database, with optional in-memory or persistent storage. Grafeo supports both LPG and RDF and all major query languages.

41K 689 29
zefhub
zef

Toolkit for graph-relational data across space and time

8K 119 4
Devansh-567
chronomap

Production-grade time-versioned key-value store with snapshots, LRU caching, TTL, and async support

5K 2 3
lukatrum
omni-json-db

A high-performance KV JSON database for Python with Time-Travel, concurrency and compression. The perfect NoSQL alternative to SQLite/TinyDB for effortlessly managing GB-scale data.

5K 14 9
roapi
roapi

Create full-fledged APIs for slowly moving datasets without writing a single line of code.

1K 3K 210
roapi
columnq-cli

No description available

815 3K 210
roapi
roapi-http

No description available

773 3K 210
KevKibe
memvectordb-python

memvectordb python client.

685 2 0
4paradigm
openmldb

OpenMLDB Python SDK

682 2K 330
apache
pyignite-dbapi

Apache Ignite 3

675 333 143
Valkeyriee
valkeyrie

⚡ Valkeyrie - A high-performance distributed cache system built in modern C++17. Features LRU/LFU eviction policies, consistent hashing, RESP protocol compatibility, thread-safe operations, and Docker deployment. Includes 83 comprehensive tests and production-ready architecture for FAANG-level system design interviews.

548 0 0
fractalego
parvusdb

A lightweight in-memory graph database

458 11 3
GrafeoDB
grafeo-cli

Command-line interface for Grafeo graph database

361 689 29
4paradigm
openmldb-tool

OpenMLDB Tool

353 2K 330
Zeutschler
tinyolap

TinyOlap: A multi-dimensional in-memory OLAP database in plain Python 3.

346 54 10
redis
redisex

For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

258 75K 25K
torinriley
vecstream

A lightweight, efficient vector database with similarity search capabilities

257 1 0
4paradigm
airflow-provider-openmldb

A openmldb provider package built by 4paradigm.

228 2K 330
StevenBtw
pygraphos

Grafeo is a pure-Rust, high-performance graph database that can be embedded as a library or run as a standalone database, with optional in-memory or persistent storage. Grafeo supports both LPG and RDF and all major query languages.

103 658 24
ShiJbey
repraxis

Python port of the RePraxis database library

86 3 0