https://github.com/memgraph/roadmap

Learn more about Memgraph product roadmap!
https://github.com/memgraph/roadmap

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Learn more about Memgraph product roadmap!

• Host: GitHub
• URL: https://github.com/memgraph/roadmap
• Owner: memgraph
• Created: 2023-02-13T10:53:03.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2025-06-03T15:33:31.000Z (11 months ago)
• Last Synced: 2025-06-04T01:34:15.636Z (11 months ago)
• Homepage: https://memgraph.com/
• Size: 63.5 KB
• Stars: 2
• Watchers: 6
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Roadmap 🗺️

Last update 2025-01-14



*the next update ETA 2026-02-03 ⏳

## Release Cycle ♻️

Memgraph product team works in 6-week release cycles. Every six weeks, a new release of Memgraph includes all finished features and resolved bug reports. The exact release dates are visible as Due Dates under [milestones](https://github.com/memgraph/memgraph/milestones). There might be bug-fix releases between regular releases, depending on how critical these fixes are for Memgraph's production deployments.

The exact cycle structure is visualized in the diagram below:



The team is also considering some form of Long-term Support (LTS) structure. If you have specific input about how we should organize around LTS, feel free to reach out or [open a new issue under this repo](https://github.com/memgraph/roadmap/issues) with the exact expectations.

## Daily Build of Memgraph and Mage 🏗️

Memgraph CI builds the latest version of Memgraph and Mage each day. Daily packages are available to download [HERE](https://memgraph.github.io/daily-builds/). Daily builds are useful for experimenting with recent improvements. Keep in mind these are not "official" releases and might not be suitable for running in production. But if you want to live on the edge, who are we to stop you from doing that 😂

## Milestones 🥅

* [Core Engine](https://github.com/memgraph/memgraph/milestones)

* [Console](https://github.com/memgraph/mgconsole/milestones)

* [GQLAlchemy](https://github.com/memgraph/gqlalchemy/milestones)

## Projects 🏹

* [All GitHub Projects](https://github.com/orgs/memgraph/projects)

* [AI Toolkit](https://github.com/memgraph/ai-toolkit) & [AI Demos](https://github.com/memgraph/ai-demos)

* Every Memgraph repo has a list of issues (standard GitHub issues). We link all the issues planned to be resolved in the short term under [Community Bugs and Incremental Features](https://github.com/orgs/memgraph/projects/12).

## Capabilities Graph 🤔

What does Memgraph offer as an engine? Desired system properties are:

  * easy-to-use

  * speed:

      * low-latency

      * high-throughput

  * scale:

      * data-scale

      * algo-scale

  * correct

  * stable

  * feature-rich

  * easy-to-change

  * efficient

## [Skills](https://github.com/memgraph/skills) Graph 🧰

What should I master to tackle my use case using Memgraph? Graph meisters skills:

  * quick start of an operational graph

  * setting up a client

  * using cypher

  * configuring storage

  * taking large amounts of data in (cypherl, CSV, JSON, PARQUET, ...)

  * what are the right data types

  * indexing

  * query-modules

      * [python query modules](https://github.com/memgraph/skills/tree/main/memgraph-python-query-modules) 

      * [c/c++ query modules](https://github.com/memgraph/skills/tree/main/memgraph-cpp-query-modules)

      * [rust query modules](https://github.com/memgraph/skills/tree/main/memgraph-rust-query-modules)

  * understanding graph algorithms

  * using data streams

  * using triggers

  * controlling the memory usage

  * doing backups

  * using CRON to schedule backups/snapshots

  * setting up encryption

  * operating under k8s

  * manage your schema

  * figuring out the data retention (TTL)

  * shard your data

  * leverage GPUs

  * enterprise

    * monitoring

    * high-availability

    * authorization (roles)

    * sometimes there is a need to impersonate a database user

    * SSO

    * multi-tenancy

    * ensuring auditability

    * make your databases compliant

## Feedback 🆘

To help Memgraph improve, please complete the [Roadmap survey](https://docs.google.com/forms/d/e/1FAIpQLSfDRK-JllJKjWufhXuxo9-bQ4OMmCoHGkj7ZKGOTpdVttCcMw/viewform?usp=dialog). Thanks a lot!

## Next Steps 🚶

The best way to advance the journey with Memgraph is through [documentation](https://memgraph.com/docs). Feel free to learn more about Memgraph, spin it, or upgrade to the latest version. If you want to dive deep into the code details, [memgraph/memgraph](https://github.com/memgraph/memgraph) is the best place to start!