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https://github.com/ruvnet/RuVector.git
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f08ea45d04
Add detailed implementation, optimization, and benchmarking plans for: 1. Self-Learning / ReasoningBank - Trajectory tracking, verdict judgment, memory distillation - Adaptive search parameter optimization 2. Attention Mechanisms (39 types) - Core: Scaled dot-product, multi-head, Flash v2, linear - Graph: GAT, GATv2, sparse patterns - Specialized: MoE, cross-attention, sliding window - Hyperbolic: Poincaré, Lorentz attention 3. GNN Layers - GCN, GraphSAGE, GAT, GIN layers - Message passing framework - PostgreSQL graph storage integration 4. Hyperbolic Embeddings - Poincaré ball and Lorentz models - Möbius operations, exp/log maps - Hyperbolic HNSW index 5. Sparse Vectors - COO/CSR formats, SPLADE support - Inverted index, WAND algorithm - Hybrid dense+sparse search 6. Graph Operations & Cypher - Full Cypher query language support - Property graph storage - Vector-enhanced traversals - Graph algorithms (PageRank, community detection) 7. Tiny Dancer Routing - FastGRNN neural inference - Semantic route matching - Cost/latency optimization - Agent registry and pool management 8. Optimization Strategy - SIMD dispatch (AVX-512/AVX2/NEON) - Zero-copy operations, memory pools - Query plan caching, parallel execution - PostgreSQL-specific tuning 9. Benchmarking Plan - Micro-benchmarks for all operations - Competitor comparison methodology - Stress testing and recall analysis - CI/CD integration 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> |
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| .. | ||
| micro-hnsw-wasm | ||
| profiling | ||
| ruvector-attention | ||
| ruvector-attention-cli | ||
| ruvector-attention-node | ||
| ruvector-attention-wasm | ||
| ruvector-bench | ||
| ruvector-cli | ||
| ruvector-cluster | ||
| ruvector-collections | ||
| ruvector-core | ||
| ruvector-filter | ||
| ruvector-gnn | ||
| ruvector-gnn-node | ||
| ruvector-gnn-wasm | ||
| ruvector-graph | ||
| ruvector-graph-node | ||
| ruvector-graph-wasm | ||
| ruvector-metrics | ||
| ruvector-node | ||
| ruvector-postgres | ||
| ruvector-raft | ||
| ruvector-replication | ||
| ruvector-router-cli | ||
| ruvector-router-core | ||
| ruvector-router-ffi | ||
| ruvector-router-wasm | ||
| ruvector-server | ||
| ruvector-snapshot | ||
| ruvector-tiny-dancer-core | ||
| ruvector-tiny-dancer-node | ||
| ruvector-tiny-dancer-wasm | ||
| ruvector-wasm | ||