Graph Database Python Packages

neo4j

Neo4j Bolt driver for Python

kuzu

Embedded property graph database built for speed. Vector search and full-text search built in. Implements Cypher.

neo4j-graphrag

Neo4j GraphRAG for Python

neo4j-rust-ext

Optional Rust Extensions to Speed Up the Python Driver

pyoxigraph

SPARQL graph database

cognee

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

neo4j-driver

Neo4j Bolt driver for Python

pyarango

Python Driver for ArangoDB with built-in validation

kglite

Lightweight in-memory knowledge graph with Cypher query support

graphdatascience

A Python client for the Neo4j Graph Data Science (GDS) library

gqlalchemy

GQLAlchemy is a library developed with the purpose of assisting in writing and running queries on Memgraph. GQLAlchemy supports high-level connection to Memgraph as well as modular query builder.

apache-age-python

Graph database optimized for fast analysis and real-time data processing. It is provided as an extension to PostgreSQL.

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.

trustgraph-embeddings-hf

Write context once. Run agents anywhere. Own your data and the models.

sekejap

A graph-first, embedded multi-model database engine

turingdb

TuringDB high performance in-memory column-oriented graph database engine

velesdb

The local-first memory engine for AI agents. One offline Rust binary fuses vector + graph + columnar under SQL — remember / recall / why over the Model Context Protocol. why() reconnects a decision to its context across sessions, where pure vector recall (Mem0/Zep) goes blind. Runs on server, laptop, browser, edge. Zero cloud.

graphrag-sdk

Build fast and accurate GenAI apps with GraphRAG SDK at scale 🌟

namidb

Graph database native to the cloud. Embedded, multi-tenant, built on object storage.

trustgraph-base

Write context once. Run agents anywhere. Own your data and the models.

trustgraph-cli

Write context once. Run agents anywhere. Own your data and the models.

neug

High-performance embedded graph database for analytics and real-time transactions

trustgraph-vertexai

Write context once. Run agents anywhere. Own your data and the models.

trustgraph-flow

Write context once. Run agents anywhere. Own your data and the models.