Memgraph Documentation & User Guides
Explore our guides, samples and references to analyze your data with Memgraph
docker run -it -p 7687:7687 -p 7444:7444 -p 3000:3000memgraph/memgraph-platform
Run a real-time graph streaming platform
Download and install Memgraph locally and start exploring your data.
Get Started with Memgraph MAGE - graph library
Run graph algorithms on real-time data - stream processing with the power of graph analytics.
Get Started with MAGE Import your data
Import data into Memgraph using streaming data sources, CSV files, or Cypher commands.
Gather all your data in one place Connect to Memgraph
Connect to Memgraph with your preferred programming language, via CLI console or the Memgraph Lab GUI.
Start exploring your data GQLAlchemy - Python library
Instead of writing Cypher queries, write object-oriented Python code, which the Object Graph Mapper will automatically translate into Cypher queries.
Get started with GQLAlchemy The Memgraph Ecosystem
Memgraph is a modern graph analytics platform engineered from the ground up to deliver
real-time performance for both transactional and analytical graph workloads at scale.
Learn more 
Master Graph Algorithms in Minutes
In Memgraph Playground you can explore data sets, run example queries, check out the integrated graph visualizations - and get a jump start on your data driven project.
Learn With Us
Get to know Memgraph by following one of our tutorials. We have prepared a lot of hands-on examples in the form of tutorials and live streams.
