ruvector/examples
Claude da541f0f89 feat(exo-ai): Add comprehensive learning capability benchmarks
Comprehensive benchmark suite testing all EXO-AI cognitive features:

## Sequential Pattern Learning
- Record sequence: 578,159 ops/sec
- Predict next: 2,740,175 predictions/sec
- Learning accuracy: Top prediction correct

## Causal Graph Operations
- Edge insertion: 351,433 ops/sec
- Path finding: 40,656 ops/sec
- Causal closure: 1,638 ops/sec

## Salience Computation
- Compute salience: 6,394 ops/sec (156µs overhead)
- Multi-factor: frequency + recency + causal + surprise

## Anticipation & Prediction
- Cache lookup: 38,682,176 ops/sec
- Anticipate + predict: 6,303,263 ops/sec

## Memory Consolidation
- 100 patterns: 99,015 patterns/sec
- Strategic forgetting: 667 patterns pruned in 1.8ms

## Consciousness Metrics (IIT)
- 5 nodes: 18,382 Φ calcs/sec (54µs)
- 50 nodes: 21 Φ calcs/sec (48ms)
- Feed-forward Φ=0, Reentrant Φ=0.37

## Thermodynamic Tracking
- Record operation: 14ns overhead
- 1000x above Landauer limit tracked

## Comparison Summary
| Operation | Base | EXO-AI | Overhead |
|-----------|------|--------|----------|
| Insert    | 30µs | 41µs   | 1.4x     |
| Search    | 1.3ms| 1.6ms  | 1.2x     |
| Causal    | N/A  | 27µs   | NEW      |
2025-11-29 03:12:03 +00:00
..
agentic-jujutsu feat: Add comprehensive agentic-jujutsu integration examples and tests 2025-11-22 03:12:31 +00:00
exo-ai-2025 feat(exo-ai): Add comprehensive learning capability benchmarks 2025-11-29 03:12:03 +00:00
graph feat: Add Neo4j-compatible hypergraph database package (ruvector-graph) 2025-11-25 23:11:54 +00:00
nodejs feat: Complete ALL Ruvector phases - production-ready vector database 2025-11-19 14:37:21 +00:00
refrag-pipeline feat: Add REFRAG pipeline example demonstrating 30x RAG latency reduction 2025-11-27 20:59:23 +00:00
rust feat: Complete ALL Ruvector phases - production-ready vector database 2025-11-19 14:37:21 +00:00
wasm-react feat: Complete ALL Ruvector phases - production-ready vector database 2025-11-19 14:37:21 +00:00
wasm-vanilla feat: Complete ALL Ruvector phases - production-ready vector database 2025-11-19 14:37:21 +00:00
advanced_features.rs feat: Complete ALL Ruvector phases - production-ready vector database 2025-11-19 14:37:21 +00:00
agenticdb_demo.rs feat: Complete ALL Ruvector phases - production-ready vector database 2025-11-19 14:37:21 +00:00
gnn_example.rs feat: Add ruvector-gnn crate with GNN, compression, WASM and Node.js bindings 2025-11-26 04:50:36 +00:00
graph-cli-usage.md feat: Add Neo4j-compatible hypergraph database package (ruvector-graph) 2025-11-25 23:11:54 +00:00
graph_wasm_usage.html feat: Add Neo4j-compatible hypergraph database package (ruvector-graph) 2025-11-25 23:11:54 +00:00