vector-search
Installation
SKILL.md
Vector Search
Two distinct vector-search paths live in this plugin. Pick the right one — they're not interchangeable.
| Path | Tool family | Backing | Capacity | Latency |
|---|---|---|---|---|
| Large-scale corpus | embeddings_* |
@claude-flow/memory HNSW (Rust/Native) |
large corpora (measured here only at N=5k and N=20k) | ~1.9× at N=20k, ~3.2×–4.7× at N=5k vs brute-force (measured; recall@10 ≈ 0.99). ANN wins above the crossover |
| Hot-path router | ruvllm_hnsw_* |
WASM-backed router (v2.0.1) | ~11 patterns max (ruvllm-tools.ts:58) |
sub-ms; designed for high-priority routing, not corpus search |
The speedups in the Performance section apply to the large-scale embeddings_search path (the older "12,500×" headline was a brute-force-fallback artifact and is retired). The WASM router is not that path.