Memgraph On Demand
Browse our on-demand resources for Memgraph use cases, guides, and webinar recordings.
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Behind the Missions: How NASA Manages Talent with a People Knowledge Graph
Discover how NASA built a People Knowledge Graph with Memgraph to gain deep insights into employee skills, projects, and expertise across the agency.
How NASA is Using Graph Technology and LLMs to Build a People Knowledge Graph
Explore how NASA is using Large Language Models (LLMs) to extract insights from unstructured data and developing a People Graph that enables graph-based queries for data analysis.
How Volue Optimized Power Grid Management with Memgraph
Check out how Volue uses Memgraph for real-time power grid optimization without the infrastructure bloat.
Memgraph + DeepSeek for Retrieval Augmented Generation (RAG)
Learn how FI Consulting built a scalable, domain-aware RAG system using Memgraph and DeepSeek to deliver accurate, trusted answers—without breaking the GPU budget.
Intro to Memgraph Lab 3.0 and Demo
Check out Memgraph Lab 3.0 and how it’s making graph workflows faster, smarter, and easier to collaborate on.
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How would Microsoft GraphRAG work alongside a graph database?
Improve GraphRAG with hierarchical clustering! Learn how Leiden-based indexing in Memgraph + LlamaIndex enables big-picture AI retrieval.
How to build Agentic GraphRAG?
Learn how to build Agentic GraphRAG with Memgraph 3.0—AI agents that dynamically pick the best retrieval method. Watch now!
How Volue Transformed Power Grid Management with Memgraph
How Volue optimized power grid management with Memgraph, achieving real-time insights, millisecond queries, and smarter energy decisions.
Optimizing Query Times in Payment Authorizations
Learn how Paysure Solutions achieved real-time transaction processing, reduced query response times, and simplified system architecture.
Using AI Agents to Make Sense of the UK Law at Scale
See how TrustGraph uses chunking, GraphRAG, and Memgraph to tackle unstructured data in complex, regulated industries.
Graph Database Use Cases
Read about different graph database use cases and find out where Memgraph fits into the story.
How Cedars-Sinai Uses Memgraph for Knowledge-Driven Machine Learning in Alzheimer’s Research
Read how Cedars-Sinai uses Memgraph for Alzheimer’s research, powering knowledge-driven AI for risk prediction and drug discovery.
How to build GenAI apps with LlamaIndex and Memgraph
Learn how Memgraph and LlamaIndex power GraphRAG to transform unstructured data into dynamic knowledge graphs for GenAI apps.
Memgraph and GraphRAG: Transforming Diabetes Management in Healthcare
How Precina Health transforms diabetes care with Memgraph & GraphRAG: real-time insights, holistic patient care, and scalable solutions.
How to Evaluate a Graph Database
How to evaluate a graph database for performance, security, scalability, and future-proofing. Everything you need to know about Memgraph.
From Questions to Queries: How to Talk to Your Graph Database With LLMs?
Join Memgraph's Community Call to explore GraphChat, an AI feature in Memgraph Lab that lets you query graph data using natural language.
Optimizing Insulin Management: The Role of GraphRAG in Patient Care
Discover how GraphRAG and AI tools improve healthcare outcomes. Live demo included!
Cedars-Sinai: Using Graph Databases for Knowledge-Aware Automated Machine Learning
Learn how AutoML and AI simplify model building using graph databases like Memgraph. Includes insights on Alzheimer’s drug discovery!
Constructing a Digital Twin for Smart Buildings with Memgraph
Learn how Smart-Buildings.io integrates Memgraph into its operational technology (OT) stack to enhance the efficiency and innovation of smart building management.
How to Convince Your Boss to Buy Memgraph?
All you need to know about Memgraph and how to effectively pitch it to your upper management and decision-makers.
From Raw Data to Rich Insights
Transform unstructured data with AI, NLP, and graph analytics to accelerate investigations, detect risks, and optimize decision-making.
Analyzing Company Ownership & Supply Networks with a 2 Billion-Node Graph
Understand how they used Memgraph to efficiently build, store, and scale live analytics over a 2-Billion-Node global knowledge graph.
Enhancing LLM Chatbot Efficiency with GraphRAG (GenAI/LLMs)
How Microchip Technology improved real-time data access in customer service using Memgraph's graph database and custom LLM.
Microchip Optimizes LLM Chatbot with RAG and a Knowledge Graph
Learn how LLMs, augmented with RAG techniques, such as a knowledge graph, can turn data into actionable insights!
Memgraph vs. Neo4j: Benchmark Performance Comparison
Discover how Memgraph outperforms Neo4j with up to 41x lower latency and 3-8x faster speeds.
Real-Time Insights and Monitoring in Building Automation
Smart Buildings uses Memgraph to manage alarms and create digital twins, enhancing real-time monitoring and reducing API calls.
From Minutes to Seconds: Transforming Trademo's Supply Chain Data Retrieval
Learn how Trademo cut supply chain query times from 1 minute to 7 seconds using Memgraph.
Memgraph Advanced Algorithms Guide
Explore Memgraph's advanced graph algorithms and MAGE library for real-time analytics, data insights, and developer benefits.
Real-Time Payments Authorization with Memgraph
Discover how Paysure used Memgraph to have a production-ready real-time payment authorization system with improved user experience that avoided payment delays.
Memgraph Key Advantages over Neo4j
Check out how Memgraph outpaces Neo4j by using in-memory processing for faster, more efficient data analysis.
LLMs, Memgraph and Orbit: Modeling Community Networks
Explore how Orbit leverages LLMs and Memgraph to model, simulate, and enrich online community networks.
Graph Analytics to Enhance In-House Fraud Detection System
Find out how Memgraph improves fraud detection for a leading US insurance company by reducing false positives.
Quick Start Guide to Migrating from Neo4j to Memgraph
Find out how Memgraph improves fraud detection for a leading US insurance company by reducing false positives.
Graph Technology in Cybersecurity
Prevent cyber attacks by efficiently storing interconnected data and identify the sources, patterns and chains of malicious attacks.
Deep Path Analysis to Reduce Attack Surfaces (Cybersecurity)
Check out how Saporo uses Memgraph for quickly and effectively anticipate and mitigate cyber threats using data real-time analysis and performance.
Learn the Cypher query language in 10 days
Cypher query language provides an intuitive way to work with property graphs, and is a must-learn if you're looking to venture into the world of graphs.
Real-Time Data Processing for Relationship Mapping (Network Risk)
Read how Sayari revolutionized risk intelligence analysis, significantly reducing query timeouts by 15x through Memgraph's real-time data processing, enabled by in-memory technology and optimized storage.
Track Data Lineage With a Graph Database
This webinar introduces data lineage use cases and shows how data is represented in a graph database and how we use graph database features for fast and efficient data processing.
Real-Time Graph Analytics
Graph analytics can provide insights into complex networks that would otherwise require resource-intensive computations. Learn which tools you can utilize to get the most out of your streaming data.
Credit Card Fraud Detection
Eliminate chargeback fees and unrecoverable fraud in real-time. Enhance your fraud system by mining relationships between entities.
Knowledge graphs and GenAI
GraphRAG with Memgraph: Combine LLMs, RAG, and knowledge graphs to build smarter, real-time, data-driven GenAI apps.
Recommendation engine
Predict customer behavior and make accurate product recommendations.
Getting started with Memgraph and Python
Learn how to create a graph model, run Memgraph and connect to it with Memgraph's Python client - GQLAlchemy.
Fraud Detection in Insurance
Confidently expose fraudulent claims and swiftly process legitimate ones.
Identity and Access Management
Memgraph is a graph database that enables developers to build IAM systems that can track complex permissions and check access rules in milliseconds at scale.
Intro to Graph Analytics in Python
This course is designed for Python developers who want to explore tools for network analysis and see how it's done hands-on.
Energy Management Systems
Manage your energy network systems and provide a stable and reliable service.
Graph Algorithms for Beginners
With practical use cases, Graph Algorithms for Beginners is an invaluable resource for those looking to understand and apply graph algorithms effectively.
Network Resource Optimization
Answer questions about your network with graph analytics and make impactful decisions.
Data Lineage
Ensure the reliability of your data and prevent its misuse.
Building a secure multi-tenant GraphQL API on top of Memgraph
Steeve Bete from Orbit shares insights on how they built a secure multi-tenant GraphQL API on top of Memgraph.
Accelerating Drug Discovery With a BIKG
Learn how AstraZeneca ingests data sources in the Biological Insights Knowledge Graph (BIKG) and distributes it to data scientists and domain experts.
Learn the concepts of graph modeling in 10 days
Graph databases are the fastest-growing database technology in the world. After ten days of this course, you will be able to model graphs.
