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Memgraph as a Graph Analytics Engine
Memgraph as a Graph Analytics Engine
Explore the Memgraph Graph Analytics engine's in-memory analytical mode for efficient graph data management. Learn how it optimizes rapid data imports and enhances performance in our detailed blog post.
Memgraph Storage Modes Explained
Memgraph Storage Modes Explained
Check out when and why to use Memgraph’s in-memory and on-disk storage modes with our detailed guide to database performance and ACID compliance.
How to Import 1 Million Nodes and Edges per Second Into Memgraph
How to Import 1 Million Nodes and Edges per Second Into Memgraph
Read about the most efficient methods for large-scale, high-speed graph data import with minimal resources.
Using LLMs and Graph Database to Boost Community Engagement
Using LLMs and Graph Database to Boost Community Engagement
Discover how LLMs & graph databases can improve community engagement in our latest webinar with insights from Orbit's Steeve Bete.
Using Graph Algorithms to Enhance Machine Learning for Cyber Threat Detection
Using Graph Algorithms to Enhance Machine Learning for Cyber Threat Detection
Check out how University of West Florida researchers used Memgraph to boost ML for cyber threat detection in their latest study.
Handling large graph datasets
Handling large graph datasets
A short guide into the things to consider and optimize when dealing with large graph dataset
Using Schema Functions to Model Your Data in Memgraph
Using Schema Functions to Model Your Data in Memgraph
Discover Memgraph's tools for different schema generation.
Don’t just ask for a quote - here’s why we should talk first
Don’t just ask for a quote - here’s why we should talk first
Getting a quote is easy. But doesn’t paint a full picture. Here are the reasons why jumping on a quick call makes much more sense.
Expert Support and Community Engagement: Memgraph's Commitment to Developer Success
Expert Support and Community Engagement: Memgraph's Commitment to Developer Success
Developer success is crucial in Memgraph and with the help of community channels our developers can enjoy their journey.
Try Memgraph Enterprise for 30 Days: Experience What Memgraph Can do for Your Workload
Try Memgraph Enterprise for 30 Days: Experience What Memgraph Can do for Your Workload
Learn about advanced features of Memgraph Enterprise, tailored for larger organizations and more complex use cases.
Exciting News: LangChain Now Supports Memgraph!
Exciting News: LangChain Now Supports Memgraph!
Discover the exciting synergy of LangChain and Memgraph: An extraordinary integration that introduces an unmatched natural language interface to seamlessly interact with your Memgraph database.
5 Questions on Performance Benchmarks
5 Questions on Performance Benchmarks
To offer the fairest comparison to other databases, we’ve developed and launched Benchgraph, where you can easily run benchmarks on your own workloads. In this article, Memgraph answers some of the community’s common questions about benchmarking.
Memgraph and Linkurious Partner to Provide Advanced Graph Visualization
Memgraph and Linkurious Partner to Provide Advanced Graph Visualization
Exciting news! Memgraph, the super-fast open-source graph database for streaming and a Neo4j alternative, is partnering with Linkurious, the expert in graph visualization and analytics solutions.
Benchgraph Backstory: The Untapped Potential
Benchgraph Backstory: The Untapped Potential
How do you know if your Memgraph configuration is achieving optimal performance? From now on, Benchgraph will be at your disposal to get performance insights!
Disabling multi-version concurrency control for faster import: Analytics mode
Disabling multi-version concurrency control for faster import: Analytics mode
Memgraph 2.7 now supports another storage mode, which enables you to work on data inside a database without ACID compliance. Once you understand how multiversion concurrency control works in Memgraph, you will also figure out why it can prevent you from importing data faster.
Synchronize Data Between Memgraph Graph Database and Elasticsearch
Synchronize Data Between Memgraph Graph Database and Elasticsearch
If you need to reap the benefits of both a graph database and Elasticsearch, the new module in Memgraph’s graph library MAGE enables you to easily synchronize those two components using triggers.
Breaking the Limits of Traditional Cyber Threat Detection with Memgraph
Breaking the Limits of Traditional Cyber Threat Detection with Memgraph
As a vast number of use cases in cybersecurity involves network-like representation of data, we outline why Memgraph is the best graph database for you in terms of performance, analytics and visualizations.
Efficient Threat Detection in Cybersecurity with Memgraph
Efficient Threat Detection in Cybersecurity with Memgraph
People tend to update versions of their code project dependencies without inspecting security impacts on their code. In this article, we use Memgraph to analyze Python package vulnerabilities when updating dependencies and provide you with a performant solution using known and reported vulnerabilities.
Optimize and Manage Supply Chain Network With Memgraph
Optimize and Manage Supply Chain Network With Memgraph
Optimizing a supply chain network can get really messy if you can’t identify dependant products, correctly schedule processes and find critical points in the pipeline. With Memgraph, you can accelerate your supply chain pipeline and build a complete analysis tool to increase the shipments of your goods.
Make Smarter Decisions Analyzing a Knowledge Graph Built With Memgraph
Make Smarter Decisions Analyzing a Knowledge Graph Built With Memgraph
Making decisions that point your business in the right direction is much easier with knowledge graphs. But, to create a knowledge graph, you need to gather all the data scattered in different silos, analyze the current connections between data points and discover new connections. It’s a complex task, but graph databases, such as Memgraph, make it a manageable one.
Perform Fast Network Analysis on Real-Time Data With Memgraph
Perform Fast Network Analysis on Real-Time Data With Memgraph
As networks consist of highly connected data, with Memgraph’s in-memory storage you can analyze network topologies quickly to gain insights from static or real-time data. Discover critical points in the network or component dependencies, optimize resources and run what-if scenarios, then present those findings visually to extract every last bit of information.
New Memgraph Platform for Another Year of High Performance Graph Analysis
New Memgraph Platform for Another Year of High Performance Graph Analysis
Start next year with a whole new range of features and graph algorithms to gain insights that will make it a happy year indeed! Developed features include improved security, benchmark tests, projected graph visualization, better code suggestion support, C++ API, node classification and link prediction, to name just a few.
How to Visualize Connections in Insurance Data
How to Visualize Connections in Insurance Data
Check out how Memgraph handles the visualization of complex graph structures found in insurance data that will allow you to comprehend and synthesize large amounts of new information more efficiently.
Recommendation Engines Faster Than Ever With Memgraph
Recommendation Engines Faster Than Ever With Memgraph
It’s true every recommendation engine requires a performant database to analyze the data and provide the recommendation, but why exactly does Memgraph stand out? Easy - C++, in-memory, real-time analytics! Three things to change the recommendation game.
What Makes Memgraph Great for Real-Time Performance in IAM Systems
What Makes Memgraph Great for Real-Time Performance in IAM Systems
Find vulnerabilities and security issues, or perform any other data analysis in your Identity and Access Management system with Memgraph, and ensure you are running a smooth operation.
Why Should You Use Memgraph When Dealing With the Power Grid and Energy Topologies
Why Should You Use Memgraph When Dealing With the Power Grid and Energy Topologies
If you require an energy management system that is scalable, fault-tolerant, and performant, Memgraph is the go-to solution! Analyze highly connected power grids or gas pipelines to make meaningful decisions and improve the impact on your business, the people and the environment around you.
Embark on the Fraud Detection Journey by Importing Data Into Memgraph With Python
Embark on the Fraud Detection Journey by Importing Data Into Memgraph With Python
Are you reluctant to switch from a relational database to a graph databases to explore fraud because you believe you first need to be proficient in Cypher to correctly import the data? Be rest assured - there is a Python-friendly approach available within Memgraph!
Data Persistency, Large-Scale Data Analytics and Visualizations - Biggest Networkx Challenges
Data Persistency, Large-Scale Data Analytics and Visualizations - Biggest Networkx Challenges
When NetworkX can no longer handle the analysis and vizualisation requirements of your project, and you are tired of constantly reloading data, find out how you can utilize Memgraph to get your graph data analysis back on track.
How to Upgrade an Antiquated Identity and Access Management System
How to Upgrade an Antiquated Identity and Access Management System
There are a couple of steps to follow to move off of your antiquated IAM system and make it more effective. Here is a to-do list to make it a smooth transition.
Build C++ Graph Analytics Without Worrying About Memory
Build C++ Graph Analytics Without Worrying About Memory
If you believe C++ is simply the best, you’ll be happy to hear that the new Memgraph C++ API enables you to effortlessly build query procedures, functions and other analytics tools using your favourite language. What are you waiting for? Code away!
Memgraph v2.4 is Live
Memgraph v2.4 is Live
Summer has been a busy time for us. This rainy but extensive release of Memgraph brings you four significant features that are bound to make your life easier. As always, there are also bug fixes and smaller but nice improvements to avoid painful debugging moments as much as possible.
How We Designed and Implemented Graph Projection Feature
How We Designed and Implemented Graph Projection Feature
In recent months, users started to ask more frequently about the ability to run algorithms on a subgraph, and we in Memgraph listen to what our users need. Read more in this post How we designed and implemented graph projection feature
Data Lineage and Memgraph Internship Projects
Data Lineage and Memgraph Internship Projects
Another Graph Data Zagreb is behind us. This time we had two conversations. In the first part, Manta gave us presentation about Data Lineage, and in the second part students who had their summer internships at Memgraph showcased the projects they worked on.
MAGE - A Homage to the Team and the Magic
MAGE - A Homage to the Team and the Magic
If you’re familiar with Memgraph or just started exploring its products, you must have heard about MAGE. But how did it all start, who came up with the idea, and who are the masterminds behind the product? Read more in this post!
Honest Review - Memgraph
Honest Review - Memgraph
We are super excited to share a real honest review of Memgraph with you! The review was created by Ashleigh Faith, a data scientist and researcher, and she hosted our DevRel Engineers, Katarina Šupe and Ivan Despot.
Develop Faster and Smarter by Uncovering Insights Lying Low Inside Your Data Streams - Welcome Memgraph Cloud and Lab!
Develop Faster and Smarter by Uncovering Insights Lying Low Inside Your Data Streams - Welcome Memgraph Cloud and Lab!
Dive into the new, in browser capabilities that Memgraph Lab and Cloud unlock when analyzing your data streams in the graph domain.
Announcing Memgraph 2.3 - Connect to Other Applications Stacks Fast
Announcing Memgraph 2.3 - Connect to Other Applications Stacks Fast
Load custom functions, Bolt over WebSocket implementation and FOREACH clause introduction will allow even easier development.
MAGE 1.2 - Meet Temporal Graph Networks and Dynamic Graph Analytics
MAGE 1.2 - Meet Temporal Graph Networks and Dynamic Graph Analytics
MAGE 1.2 - Full package of dynamic graph algorithms
How to Benchmark Memgraph [or Neo4j] with Benchgraph?
How to Benchmark Memgraph [or Neo4j] with Benchgraph?
We’ve rolled out Benchgraph, our in-house tool to benchmark Memgraph (or Neo4j) on your custom workload. And here is how you can do that!
Announcing GQLAlchemy 1.2 - Developing Python Applications With Graph Databases
Announcing GQLAlchemy 1.2 - Developing Python Applications With Graph Databases
Say hello to GQLAlchemy 1.2, a Python OGM (Object Graph Mapper) that helps you work with graph databases.
Announcing Memgraph 2.2
Announcing Memgraph 2.2
Memgraph 2.2 is here! Welcome, Apple M1 and WebSocket!
19 Graph Algorithms You Can Use Right Now
19 Graph Algorithms You Can Use Right Now
The fastest to run any graph algorithm on your data is by using Memgraph and MAGE. It’s super easy. Download Memgraph, import your data, pick one of the most popular graph algorithms, and start crunching the numbers.
Announcing GQLAlchemy 1.1
Announcing GQLAlchemy 1.1
Say hello to GQLAlchemy 1.1, a Python OGM (Object Graph Mapper) that helps you work with graph databases.
Announcing MAGE 1.1
Announcing MAGE 1.1
MAGE 1.1 - Applying Graph Magic to Stream processing
Announcing Memgraph 2.1
Announcing Memgraph 2.1
Memgraph 2.1 is here! Welcome, Pulsar and Redpanda!
Memgraph Platform - What Is Under the Hood?
Memgraph Platform - What Is Under the Hood?
Find out how Memgraph works under the hood
Announcing Memgraph 2.0
Announcing Memgraph 2.0
Memgraph 2.0 is here! We are finally source available and ready to tame your streams.
Announcing Memgraph 1.6 - It's Time for Data Streaming!
Announcing Memgraph 1.6 - It's Time for Data Streaming!
Memgraph now includes a few more cool features such as Kafka connections and new isolation levels
Announcing Memgraph Cloud 2.0
Announcing Memgraph Cloud 2.0
We are proud to announce the public launch of Memgraph Cloud 2.0. With a brand new UI, exciting new features, and simple pricing, building real-time graph applications has never been easier!
MAGE Got One More Wizard Called Rust
MAGE Got One More Wizard Called Rust
An overview of the newly added Rust query modules support
Announcing the Memgraph 1.5 Release
Announcing the Memgraph 1.5 Release
Memgraph is back and trigger-happy!
BitClout - Who Are Content Creators Supported By? (Visualizing HODLers)
BitClout - Who Are Content Creators Supported By? (Visualizing HODLers)
Analyze the BitClout network to find out which content creators have the most supporters and are worth investing in
How to Write Custom Cypher Procedures With NetworkX and Memgraph
How to Write Custom Cypher Procedures With NetworkX and Memgraph
Learn how to implement custom Cypher procedures using query modules and the NetworkX Python library.
Implementing Data Replication in Memgraph
Implementing Data Replication in Memgraph
Learn about how we implemented replication capabilities in Memgraph. In this post, we discuss our approach, challenges, and solutions.
Announcing the Memgraph 1.3 Release!
Announcing the Memgraph 1.3 Release!
Memgraph 1.3 is here and it brings you high availability replication!
Memgraph 1.2 Release - Implementing The Bolt Protocol v4
Memgraph 1.2 Release - Implementing The Bolt Protocol v4
Memgraph 1.2 is here! One of the biggest changes in this release is the addition of Bolt v4 and v4.1 support. In this post, we will explore what exactly is the Bolt protocol, what it brings to the table, and how we implemented it into Memgraph.
Memgraph 1.1 Up to 50% Better Memory Usage and Higher Throughput
Memgraph 1.1 Up to 50% Better Memory Usage and Higher Throughput
Learn how by introducing a new storage engine, encoding and compressing properties on both nodes and edges, and leveraging skip lists as an indexing data structure, we were able to reduce memory usage by as much as 50% and improve throughput towards near-linear scalability.
Air Traffic Routing With Memgraph
Air Traffic Routing With Memgraph
Take a look at common airplane routing procedures and learn how to use Memgraph Lab to calculate and show results related to them
Building a Recommendation System Using Memgraph
Building a Recommendation System Using Memgraph
Learn how to build a recommendation engine with Memgraph using an objective approach.
Announcing Memgraph 1.0!
Announcing Memgraph 1.0!
We are proud to announce the general availability of Memgraph 1.0! Memgraph is an in-memory, native, transactional graph database engineered to support real-time applications.
Official Memgraph Drivers Are Out!
Official Memgraph Drivers Are Out!
We're happy to announce that Memgraph drivers for Python and C languages, as well as Memgraph CLI command line interface are now published.
How Interns Built Twitch App and Advanced Our MAGE
How Interns Built Twitch App and Advanced Our MAGE
Over the course of ten weeks, we had four interns join Memgraph. They worked directly on the Memgraph product.
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