RuVector Upstream WASM Packages

This directory contains references and integration bridges for upstream RuVector WASM packages used by Claude Flow plugins.

Available WASM Packages

Package	Category	Description
`micro-hnsw-wasm`	Vector Search	Ultra-fast HNSW vector similarity search
`ruvector-attention-wasm`	Neural	Flash attention mechanism (2.49x-7.47x speedup)
`ruvector-gnn-wasm`	Graph	Graph Neural Networks for relationship modeling
`ruvector-hyperbolic-hnsw-wasm`	Embeddings	Hyperbolic embeddings in Poincaré ball model
`ruvector-learning-wasm`	Learning	Reinforcement learning algorithms
`ruvector-nervous-system-wasm`	Coordination	Neural coordination for multi-agent systems
`ruvector-economy-wasm`	Economics	Token economics and resource allocation
`ruvector-exotic-wasm`	Quantum	Quantum-inspired optimization algorithms
`ruvector-sparse-inference-wasm`	Inference	Sparse matrix inference for efficiency
`ruvector-tiny-dancer-wasm`	Inference	Lightweight model inference (<5MB)
`ruvector-mincut-wasm`	Graph	Graph mincut algorithms for partitioning
`ruvector-fpga-transformer-wasm`	Accelerated	FPGA-accelerated transformer operations
`ruvector-dag-wasm`	Graph	Directed Acyclic Graph processing
`cognitum-gate-kernel`	Cognitive	Cognitive computation kernels
`sona`	Neural	Self-Optimizing Neural Architecture

Upstream Repository

All packages are sourced from: https://github.com/ruvnet/ruvector

Plugin Dependencies

Plugin	Primary WASM Packages
`@claude-flow/plugin-healthcare-cds`	micro-hnsw-wasm, ruvector-gnn-wasm, ruvector-hyperbolic-hnsw-wasm
`@claude-flow/plugin-financial-risk`	micro-hnsw-wasm, ruvector-economy-wasm, ruvector-sparse-inference-wasm
`@claude-flow/plugin-legal-contracts`	micro-hnsw-wasm, ruvector-attention-wasm, ruvector-dag-wasm
`@claude-flow/plugin-code-intelligence`	micro-hnsw-wasm, ruvector-gnn-wasm, ruvector-mincut-wasm, sona
`@claude-flow/plugin-test-intelligence`	ruvector-learning-wasm, ruvector-gnn-wasm, sona
`@claude-flow/plugin-perf-optimizer`	ruvector-sparse-inference-wasm, ruvector-fpga-transformer-wasm
`@claude-flow/plugin-neural-coordination`	sona, ruvector-nervous-system-wasm, ruvector-attention-wasm
`@claude-flow/plugin-cognitive-kernel`	cognitum-gate-kernel, sona, ruvector-attention-wasm
`@claude-flow/plugin-quantum-optimizer`	ruvector-exotic-wasm, ruvector-hyperbolic-hnsw-wasm
`@claude-flow/plugin-hyperbolic-reasoning`	ruvector-hyperbolic-hnsw-wasm, ruvector-attention-wasm

Installation

bash

# Install specific WASM bridges
npm install @ruvector/micro-hnsw-wasm
npm install @ruvector/attention-wasm
npm install @ruvector/gnn-wasm

Integration Pattern

typescript

import { initMicroHnsw } from '@ruvector/micro-hnsw-wasm';
import { FlashAttention } from '@ruvector/attention-wasm';

// Initialize WASM modules
const hnsw = await initMicroHnsw();
const attention = await FlashAttention.init();

// Use in Claude Flow plugin
export const plugin: ClaudeFlowPlugin = {
  name: '@claude-flow/plugin-example',
  bridges: {
    hnsw,
    attention,
  },
};