RuVector Upstream WASM Packages

This directory contains references and integration bridges for upstream RuVector WASM packages used by GemiFlow 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 | |--------|----------------------| | @gemiflow/plugin-healthcare-cds | micro-hnsw-wasm, ruvector-gnn-wasm, ruvector-hyperbolic-hnsw-wasm | | @gemiflow/plugin-financial-risk | micro-hnsw-wasm, ruvector-economy-wasm, ruvector-sparse-inference-wasm | | @gemiflow/plugin-legal-contracts | micro-hnsw-wasm, ruvector-attention-wasm, ruvector-dag-wasm | | @gemiflow/plugin-code-intelligence | micro-hnsw-wasm, ruvector-gnn-wasm, ruvector-mincut-wasm, sona | | @gemiflow/plugin-test-intelligence | ruvector-learning-wasm, ruvector-gnn-wasm, sona | | @gemiflow/plugin-perf-optimizer | ruvector-sparse-inference-wasm, ruvector-fpga-transformer-wasm | | @gemiflow/plugin-neural-coordination | sona, ruvector-nervous-system-wasm, ruvector-attention-wasm | | @gemiflow/plugin-cognitive-kernel | cognitum-gate-kernel, sona, ruvector-attention-wasm | | @gemiflow/plugin-quantum-optimizer | ruvector-exotic-wasm, ruvector-hyperbolic-hnsw-wasm | | @gemiflow/plugin-hyperbolic-reasoning | ruvector-hyperbolic-hnsw-wasm, ruvector-attention-wasm |

Installation

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

Integration Pattern

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 GemiFlow plugin
export const plugin: ClaudeFlowPlugin = {
  name: '@gemiflow/plugin-example',
  bridges: {
    hnsw,
    attention,
  },
};