Commit graph

2 commits

Author SHA1 Message Date
3f0c587cb1 feat: fix verb storage pipeline and implement relationship-aware neural clustering
- Add atomic verb saving with rollback on metadata creation failures
- Implement missing getVerbsForNoun() method required by neural APIs
- Fix broken FileSystemStorage filter methods that returned empty arrays
- Add scalable clustersWithRelationships() method with batching for millions of nodes
- Enhance error handling and logging throughout verb storage pipeline
- Add comprehensive relationship analysis with intra/inter-cluster edges
- Improve API consistency between noun and verb methods

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-09-02 16:37:40 -07:00
29ccc5846b feat: implement comprehensive neural clustering system
- Add 7 advanced clustering algorithms (semantic, k-means, DBSCAN, hierarchical, graph, multi-modal, sampling)
- Integrate with existing 31 NounTypes + 40 VerbTypes taxonomy for semantic clustering
- Leverage HNSW index for O(n) hierarchical clustering performance
- Add graph community detection using verb relationships and Louvain modularity
- Implement multi-modal fusion combining vector + graph + semantic signals
- Add Triple Intelligence integration for intelligent cluster labeling
- Support adaptive sampling strategies for large datasets
- Include 150+ utility methods for advanced clustering operations
- Add comprehensive TypeScript definitions and error handling
- Optimize for graph-explorer integration with LOD patterns

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-09-01 15:37:56 -07:00