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Tutorials

Learn Grafeo through practical, real-world examples.

Available Tutorials

  • Social Network Graph

    Build a social network with users, friendships, posts and interactions.

    Start Tutorial

  • Knowledge Graph

    Create a knowledge graph for organizing information and relationships.

    Start Tutorial

  • Recommendation Engine

    Build a recommendation system using graph patterns.

    Start Tutorial

  • Fraud Detection

    Detect fraudulent patterns using graph analysis.

    Start Tutorial

Interactive Examples

Runnable marimo notebooks you can launch locally. Each example includes full code with expected output.

  • Graph Visualization

    PageRank, community detection and interactive visualization with anywidget-graph.

    View Example

  • Vector Search

    Cosine similarity, hybrid filtering and 3D embedding visualization.

    View Example

  • Fraud Detection

    Ring detection, mule accounts and risk scoring with PageRank.

    View Example

  • NetworkX Integration

    Centrality, clustering and matplotlib visualization via NetworkX.

    View Example

Difficulty Levels

Tutorial Difficulty Estimated Time
Social Network Beginner 30 min
Knowledge Graph Intermediate 45 min
Recommendations Intermediate 45 min
Fraud Detection Advanced 60 min