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Key pages and resources to get up to speed on Memgraph and Lab.
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How Capitec Built a Graph-Powered Fraud Scoring Pipeline for 3.5M+ Daily Cases
See how Capitec used graph-powered fraud scoring to process 3.5M+ daily records, uncover hidden scam connections, and expand from one live graph to seven.
Read the customer story
Build GraphRAG Pipelines in 10 Practical Lessons
A free, hands-on email course that takes you from GraphRAG basics to building your own GraphRAG-powered AI applications. Learn how retrieval actually works, connect structured and unstructured data, and ship a working GraphRAG pipeline with Memgraph.
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Knowledge graphs and GenAI
GraphRAG with Memgraph: Combine LLMs, RAG, and knowledge graphs to build smarter, real-time, data-driven GenAI apps.
Read whitepaper
Memgraph vs. Neo4j: Key Advantages
Compare Memgraph and Neo4j for AI context and real-time graph analytics across performance, scalability, extensibility, and cost.
Read whitepaper
