--- title: Download Instruction Guide RAG vs Graph DB description: Compare Graph-Based Retrieval and Vector-Based RAG for effective compliance analysis in FinCrime regulations. Discover actionable insights for regulatory changes and transparency. --- Instruction Guide: The choice between RAG and Graph DB for Compliance AI This practical technical guide compares two cutting-edge approaches to intelligent regulatory analysis: Graph-Based Retrieval (Neo4j) and Vector-Based RAG (Faiss) – tested on real-world AML regulations like the German Money Laundering Act (GWG). Learn how each method performs in: → Extracting actionable compliance obligations → Handling amendments and regulatory changes → Mapping obligations across entities and authorities → Ensuring transparency and auditability in AI responses **Free download 👉** ![Mockup_Guide](https://info.msg-compliance.com/hs-fs/hubfs/img/Mockup_Guide.png?width=400&height=454&name=Mockup_Guide.png) Look out for a "Please confirm your email address" email (also in your spam folder). We need your confirmation for privacy reasons, otherwise we won't be able to send you emails. © 2026 msg Rethink Compliance GmbH  [Privacy](https://www.msg-compliance.de/en/privacy)  |  [Imprint  |  ](https://www.msg-compliance.de/en/imprint)[Terms And Conditions](https://www.msg-compliance.de/en/gtc)