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< img width = "400px" src = "https://uploads-ssl.webflow.com/5e7ceb09657a69bdab054b3a/5e7ceb09657a6937ab054bba_Black_Original%20_Logo.png" >
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---
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< a href = "https://github.com/memgraph/memgraph/blob/master/licenses/APL.txt" >
< img src = "https://img.shields.io/badge/license-APL-green" alt = "license" title = "license" / >
< / a >
< a href = "https://github.com/memgraph/memgraph/blob/master/licenses/BSL.txt" >
< img src = "https://img.shields.io/badge/license-BSL-yellowgreen" alt = "license" title = "license" / >
< / a >
< a href = "https://github.com/memgraph/memgraph/blob/master/licenses/MEL.txt" alt = "Documentation" >
< img src = "https://img.shields.io/badge/license-MEL-yellow" alt = "license" title = "license" / >
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< a href = "https://github.com/memgraph/memgraph" >
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< img src = "https://img.shields.io/github/actions/workflow/status/memgraph/memgraph/release_debian10.yaml?branch=master&label=build%20and%20test&logo=github" / >
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< / a >
< a href = "https://memgraph.com/docs/" alt = "Documentation" >
< img src = "https://img.shields.io/badge/documentation-Memgraph-orange" / >
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< a href = "https://memgr.ph/join-discord" >
< img src = "https://img.shields.io/badge/Discord-7289DA?style=for-the-badge&logo=discord&logoColor=white" alt = "Discord" / >
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## :clipboard: Description
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Memgraph is an open source graph database built for real-time streaming and
compatible with Neo4j. Whether you're a developer or a data scientist with
interconnected data, Memgraph will get you the immediate actionable insights
fast.
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Memgraph directly connects to your streaming infrastructure. You can ingest data
from sources like Kafka, SQL, or plain CSV files. Memgraph provides a standard
interface to query your data with Cypher, a widely-used and declarative query
language that is easy to write, understand and optimize for performance. This is
achieved by using the property graph data model, which stores data in terms of
objects, their attributes, and the relationships that connect them. This is a
natural and effective way to model many real-world problems without relying on
complex SQL schemas.
Memgraph is implemented in C/C++ and leverages an in-memory first architecture
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to ensure that you’
performance](http://memgraph.com/benchgraph) consistently and without surprises.
It’
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## :zap: Features
- Run Python, Rust, and C/C++ code natively, check out the
[MAGE ](https://github.com/memgraph/mage ) graph algorithm library
- Native support for machine learning
- Streaming support
- Replication
- Authentication and authorization
- ACID compliance
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## :video_game: Memgraph Playground
You don't need to install anything to try out Memgraph. Check out
our ** [Memgraph Playground ](https://playground.memgraph.com/ )** sandboxes in
your browser.
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< p align = "left" >
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< a href = "https://playground.memgraph.com/" >
< img width = "450px" alt = "Memgraph Playground" src = "https://download.memgraph.com/asset/github/memgraph/memgraph-playground.png" >
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## :floppy_disk: Download & Install
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### Windows
[](https://memgraph.com/docs/memgraph/install-memgraph-on-windows-docker)
[](https://memgraph.com/docs/memgraph/install-memgraph-on-windows-wsl)
### macOS
[](https://memgraph.com/docs/memgraph/install-memgraph-on-macos-docker)
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[](https://memgraph.com/docs/memgraph/install-memgraph-on-ubuntu)
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### Linux
[](https://memgraph.com/docs/memgraph/install-memgraph-on-linux-docker)
[](https://memgraph.com/docs/memgraph/install-memgraph-on-debian)
[](https://memgraph.com/docs/memgraph/install-memgraph-on-ubuntu)
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[](https://memgraph.com/docs/memgraph/install-memgraph-from-rpm)
[](https://memgraph.com/docs/memgraph/install-memgraph-from-rpm)
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[](https://memgraph.com/docs/memgraph/install-memgraph-from-rpm)
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You can find the binaries and Docker images on the [Download
Hub](https://memgraph.com/download) and the installation instructions in the
[official documentation ](https://memgraph.com/docs/memgraph/installation ).
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## :cloud: Memgraph Cloud
Check out [Memgraph Cloud ](https://memgraph.com/docs/memgraph-cloud ) - a cloud service fully managed on AWS and available in 6 geographic regions around the world. Memgraph Cloud allows you to create projects with Enterprise instances of MemgraphDB from your browser.
< p align = "left" >
< a href = "https://memgraph.com/docs/memgraph-cloud" >
< img width = "450px" alt = "Memgraph Cloud" src = "https://public-assets.memgraph.com/memgraph-gifs%2Fcloud.gif" >
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## :link: Connect to Memgraph
[Connect to the database ](https://memgraph.com/docs/memgraph/connect-to-memgraph ) using Memgraph Lab, mgconsole, various drivers (Python, C/C++ and others) and WebSocket.
### :microscope: Memgraph Lab
Visualize graphs and play with queries to understand your data. [Memgraph Lab ](https://memgraph.com/docs/memgraph-lab ) is a user interface that helps you explore and manipulate the data stored in Memgraph. Visualize graphs, execute ad hoc queries, and optimize their performance.
< p align = "left" >
< a href = "https://memgraph.com/docs/memgraph-lab" >
< img width = "450px" alt = "Memgraph Cloud" src = "https://public-assets.memgraph.com/memgraph-gifs%2Flab.gif" >
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## :file_folder: Import data
[Import data ](https://memgraph.com/docs/memgraph/import-data ) into Memgraph using Kafka, RedPanda or Pulsar streams, CSV and JSON files, or Cypher commands.
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## :bookmark_tabs: Documentation
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The Memgraph documentation is available at
[memgraph.com/docs ](https://memgraph.com/docs ).
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## :question: Configuration
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Command line options that Memgraph accepts are available in the [reference
guide](https://memgraph.com/docs/memgraph/reference-guide/configuration).
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## :trophy: Contributing
The main purpose of this repository is to continue evolving Memgraph, making it
faster and easier to use. Development of Memgraph happens in the open on GitHub,
and we are grateful to the community for contributing bug fixes and
improvements. Read below to learn how you can take part in improving Memgraph.
### Code of Conduct
Memgraph has adopted a Code of Conduct that we expect project participants to
adhere to. Please read [the full text ](CODE_OF_CONDUCT.md ) so that you can
understand what actions will and will not be tolerated.
### Contributing Guide
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Read our [contributing guide ](CONTRIBUTING.md ) to learn about our development
process and how to propose bug fixes and improvements.
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### Internals
Read our
[internal ](https://memgraph.notion.site/Memgraph-Internals-12b69132d67a417898972927d6870bd2 )
docs to learn more about Memgraph's architecture, how to build the project from
source and how to start contributing. All information related to the database,
can be found in the aforementioned docs.
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### :scroll: License
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Memgraph Community is available under the [BSL
license](./licenses/BSL.txt).< / br > Memgraph Enterprise is available under the
[MEL license ](./licenses/MEL.txt ).
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## :busts_in_silhouette: Community
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- :purple_heart: [**Discord** ](https://discord.gg/memgraph )
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- :ocean: [**Stack Overflow** ](https://stackoverflow.com/questions/tagged/memgraphdb )
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- :busts_in_silhouette: [**Discourse forum** ](https://discourse.memgraph.com/ )
- :bird: [**Twitter** ](https://twitter.com/memgraphdb )
- :movie_camera:
[**YouTube** ](https://www.youtube.com/channel/UCZ3HOJvHGxtQ_JHxOselBYg )
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< a href = "#" >
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