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.

pyoxigraph

SPARQL graph database

neo4j-graphrag

Neo4j GraphRAG for Python

neo4j-rust-ext

Optional Rust Extensions to Speed Up the Python Driver

cognee

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free

neo4j-driver

Neo4j Bolt driver for Python

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.

kglite

Embedded Cypher knowledge graph for Python and Rust. Bundled MCP server, describe() schema, and code-graph parser for LLM agents.

pyarango

Python Driver for ArangoDB with built-in validation

kglite-cli

Embedded Cypher knowledge graph for Python and Rust. Bundled MCP server, describe() schema, and code-graph parser for LLM agents.

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.

graphrag-sdk

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

raphtory

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

uqa

Embeddable Rust query engine unifying relational, full-text, vector, graph, and probabilistic retrieval under one typed algebra.

arches

Arches is a web platform for creating, managing, & visualizing geospatial data. Arches was inspired by the needs of the Cultural Heritage community, particularly the widespread need of organizations to build & manage cultural heritage inventories

turingdb

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

namidb

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

infrahub-testcontainers

Infrahub is a graph-based data management platform with built-in version control, CI workflows, peer review, and API access. It’s purpose-built to power reliable infrastructure automation at scale.

frogql

Embedded GQL graph database in Rust. ISO/IEC 39075:2024 path patterns, Leapfrog-Triejoin runtime, single-file .gdb storage. CLI (frogql, SQLite-style), Python (PyPI), Node.js (npm) and WASM bindings.

graflo

Describe a labeled property graph once in a YAML manifest; GraFlo builds the schema and ingests records from CSV, JSON, Parquet, SQL, RDF/SPARQL, REST APIs or Kafka into ArangoDB, Neo4j, TigerGraph, FalkorDB, Memgraph, NebulaGraph, PostgreSQL or a directory on disk.

cozo-embedded

A transactional, relational-graph-vector database that uses Datalog for query. The hippocampus for AI!

apache-age-python

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