Graph Database Python Packages

neo4j

Neo4j Bolt driver for Python

neo4j-graphrag

Neo4j GraphRAG for Python

kuzu

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

neo4j-rust-ext

Optional Rust Extensions to Speed Up the Python Driver

pyoxigraph

SPARQL graph database

neo4j-driver

Neo4j Bolt driver for Python

cognee

The memory for your AI Agents in 6 lines of code

kglite

Lightweight in-memory knowledge graph with Cypher query support

turingdb

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

graphdatascience

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

pyarango

Python Driver for ArangoDB with built-in validation

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.

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.

sekejap

A graph-first, embedded multi-model database engine

fathomdb

Local datastore memory for AI agents — graph, vector, and full-text search.

apache-age-python

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

raphtory

Scalable graph analytics database powered by a multithreaded, vectorized temporal engine, written in Rust

trustgraph-base

The context development platform. Store, enrich, and retrieve structured knowledge with graph-native infrastructure, semantic retrieval, and portable context cores.

trustgraph-embeddings-hf

The context development platform. Store, enrich, and retrieve structured knowledge with graph-native infrastructure, semantic retrieval, and portable context cores.

trustgraph

The context development platform. Store, enrich, and retrieve structured knowledge with graph-native infrastructure, semantic retrieval, and portable context cores.

trustgraph-vertexai

The context development platform. Store, enrich, and retrieve structured knowledge with graph-native infrastructure, semantic retrieval, and portable context cores.

trustgraph-flow

The context development platform. Store, enrich, and retrieve structured knowledge with graph-native infrastructure, semantic retrieval, and portable context cores.

graphrag-sdk

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

trustgraph-bedrock

The context development platform. Store, enrich, and retrieve structured knowledge with graph-native infrastructure, semantic retrieval, and portable context cores.