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Examples

These examples were run against the current Python extension with uv run python.

  • Property Graph Basics: label indexes, outgoing neighbor lookup, two-hop traversal, frontier extraction, and probability transfer.
  • Structured Query Layer: typed path matching, property filters, snapshots, and the provider-neutral natural-language query hook.
  • Cypher Compatibility: embedded Graph.cypher(), result records, parameters, snapshots, and staged transactions.
  • Runtime Algorithms And Batch Compute: BFS, weighted shortest path, connected components, PageRank, random walk, and compute_batch.
  • Local Probability Transfer: global sparse propagation compared with radius-limited local propagation.
  • SQLite Reopen: SQLite persistence, segment sidecars, and reopened indexes.
  • Belief Propagation: CPDs, active subgraph compilation, evidence, persisted posteriors, and traces.
  • Benchmarks: JSON benchmark artifacts from tests/benchmark for traversal, query, GraphRAG, persistence, and inference workloads.