New built-in algorithms for community detection and centralities, accessible directly via Cypher. Why It Matters
pip install kuzu==0.1.20
: Kùzu enforces a schema. Nodes and relationships must have defined types and properties, ensuring data integrity and enabling high-performance storage layouts. 🌟 Key Features and Improvements in v0.12.0 kuzu v0 120
: The query planner has been optimized to better handle variable-length paths and deep, multi-hop relationship traversals without hitting memory ceilings. 3. Memory Management and Spill-to-Disk Capabilities 🌟 Key Features and Improvements in v0
You can integrate Kùzu directly into your applications without an external server. Documentation - Kuzu DB Documentation - Kuzu DB : Data scientists can
: Data scientists can use Kùzu to efficiently extract graph features, structural embeddings, or multi-hop neighborhoods right before feeding them into Graph Neural Networks (GNNs) via PyTorch Geometric.
While the lack of backward compatibility requires a data migration step, the performance gains and new feature set make the effort worthwhile for modern graph applications.