claude

ruflo-ruvector

Self-learning vector database — HNSW, FlashAttention-3, Graph RAG, hybrid search, DiskANN, and Brain AGI

0 on GitHubby ruvnetv0.2.2MITupdated 3 months ago
/

Plugin ruflo-ruvector from marketplace ruflo in Army161/ruflo. Commands read from the repo's manifest — 1 month ago.

What it installs

Skills (4)

  • vector-cluster

    Cluster code by graph community detection via npx [email protected] hooks graph-cluster (spectral / Louvain)

  • vector-embed

    Generate embeddings via npx [email protected] embed text (ONNX all-MiniLM-L6-v2, 384-dim), normalize, and store in HNSW index

  • vector-hyperbolic

    Embed hierarchical data via npx [email protected] embed text and project into the Poincare ball in user code (no --model poincare flag in 0.2.25)

  • vector-setup

    First-run setup for [email protected] — installs ONNX/Brain/SONA add-ons, registers the MCP server, and verifies the install via `doctor`

Slash commands (1)

  • /ruflo-ruvector:vector

    RuVector operations via npx [email protected] — embedding, search, RVF cognitive containers, GNN, attention, hooks, brain, sona, edge, identity

Subagents (1)

  • vector-engineer

    Vector operations specialist using npx [email protected] — HNSW indexing, adaptive LoRA embeddings, code-graph clustering, hooks routing, brain/SONA, 91 MCP tools. Use when the task involves generating/storing embeddings, semantic vector search, RVF cognitive containers, GNN clustering, or hyperbolic

View source on GitHub cognitum.one

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