Memory for AI Agents in 6 lines of code

Neo4j Bolt driver for Python

Neo4j GraphRAG for Python

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

Neo4j Movies Example application with Flask backend using the neo4j-python-driver

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.

[ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models".

Micro Graph Database for Python Applications

Analyze Data with Pandas-based Networks. Documentation:

Python toolkit for building graph-enhanced GenAI applications

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.

TopicDB is a topic maps-based semantic graph store (using SQLite for persistence)

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

Python Driver for ArangoDB with built-in validation

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

Play detective on Reddit: Discover political disinformation campaigns, secret influencers and more

Python package for an open-source graph database Cayley

Implementation of the Cypher language for searching NetworkX graphs

Toolkit for graph-relational data across space and time

Your favorite Python graph libraries, scalable and interoperable. Graph databases in memory, and familiar graph APIs for cloud databases.