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Tutorials

Learn RSVS step by step. Each tutorial is a self-contained, runnable example.

Getting Started

Tutorial Description Time
Basic Usage Ingest text, query concepts, compare similarity, inspect the graph 5 min
Indonesian NLP Build a Bahasa Indonesia knowledge graph with domain-specific corpora 10 min
Composition Demo Create explicit compositions, analyze structural similarity and substitutions 8 min
Structural Reasoning MCTS reasoning, context-aware queries, consolidation and reflection 12 min

Prerequisites

All tutorials assume you have RSVS installed:

pip install rsvs

No other dependencies are required. The Rust engine is compiled into the wheel.

What You Will Learn

By the end of these tutorials, you will understand how to:

  1. Ingest raw text and build a knowledge graph
  2. Query concepts with context-aware disambiguation
  3. Compose explicit sense definitions from other senses
  4. Compare concepts with structural similarity and substitution analysis
  5. Reason with MCTS and depth-controlled traversal
  6. Maintain the graph with consolidation, reflection, and verification
  7. Persist the graph to disk and reload it later