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a801c7e721
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feat(memory-ruvector): add ruvLLM adaptive learning features
Implements ruvLLM integration with multi-temporal learning:
P0 - Foundation:
- Extended config schema for ruvllm options
- TrajectoryRecorder for search pattern recording
- ContextInjector for agent prompt enrichment
- SONA engine integration with trajectory support
P1 - Learning Core:
- PatternStore with K-means++ clustering
- Search re-ranking using learned patterns
- GraphExpander for automatic edge discovery
- ruvector_recall tool (pattern-aware recall)
P2 - Adaptive Loops:
- BackgroundLoop (30s interval pattern clustering)
- InstantLoop (real-time feedback processing)
- RelationshipInferrer (entity extraction)
- ruvector_learn tool (manual knowledge injection)
P3 - Advanced Features:
- EWCConsolidator (catastrophic forgetting prevention)
- ConsolidationLoop (deep pattern analysis)
- GraphAttention (multi-head context aggregation)
- Pattern export/import CLI commands
Tests: 275 passing (229 + 46 new)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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2026-01-26 08:14:01 +01:00 |
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