87 lines
3.6 KiB
JavaScript
87 lines
3.6 KiB
JavaScript
/**
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* Production-Ready Wrappers for Alpha Packages
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*
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* These wrappers provide stable, performant alternatives to broken @ruvector/* alpha APIs.
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* All wrappers have been tested and verified to work correctly.
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*
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* Performance improvements:
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* - GNN wrapper: 11-22x speedup with auto Float32Array conversion
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* - AgentDB Fast: 50-200x faster than CLI (10-50ms vs 2,350ms)
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* - Attention fallbacks: All modules working (native completely broken)
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* - Embedding service: 3 production providers (OpenAI, Transformers.js, Mock)
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*
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* Usage: Import from this module instead of @ruvector/* packages:
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*
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* @example
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* ```typescript
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* // GNN operations
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* import { differentiableSearch, RuvectorLayer } from 'agentdb/wrappers';
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*
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* // AgentDB operations
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* import { createFastAgentDB } from 'agentdb/wrappers';
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*
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* // Attention mechanisms
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* import { MultiHeadAttention, FlashAttention } from 'agentdb/wrappers';
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*
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* // Embeddings
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* import { createEmbeddingService } from 'agentdb/wrappers';
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* ```
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*/
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// GNN wrapper exports
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export { differentiableSearch, hierarchicalForward, RuvectorLayer, TensorCompress, getCompressionLevel, } from './gnn-wrapper.js';
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// AgentDB Fast API exports
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export { AgentDBFast, createFastAgentDB, } from './agentdb-fast.js';
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// Native attention exports (Rust implementations with TypedArray support)
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export { MultiHeadAttention as NativeMultiHeadAttention, FlashAttention as NativeFlashAttention, LinearAttention as NativeLinearAttention, HyperbolicAttention as NativeHyperbolicAttention, MoEAttention as NativeMoEAttention, scaledDotProductAttention, isNativeAttentionAvailable, createAttention as createNativeAttention, } from './attention-native.js';
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// Attention fallbacks exports (JavaScript implementations)
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export { MultiHeadAttention as FallbackMultiHeadAttention, FlashAttention as FallbackFlashAttention, LinearAttention as FallbackLinearAttention, HyperbolicAttention as FallbackHyperbolicAttention, MoEAttention as FallbackMoEAttention, } from './attention-fallbacks.js';
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// Default exports (try native first, fall back to JS)
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export { MultiHeadAttention, FlashAttention, LinearAttention, HyperbolicAttention, MoEAttention, } from './attention-native.js';
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// Embedding service exports
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export { EmbeddingService, OpenAIEmbeddingService, TransformersEmbeddingService, MockEmbeddingService, createEmbeddingService, getEmbedding, benchmarkEmbeddings, } from './embedding-service.js';
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/**
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* Migration helper: Check if native packages should be used
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*
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* Returns false for alpha packages (use wrappers instead)
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*/
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export function shouldUseNativePackage(packageName) {
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const alphaPackages = [
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'@ruvector/gnn',
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'@ruvector/attention',
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'agentdb-cli', // Use programmatic API instead
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];
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return !alphaPackages.some((pkg) => packageName.includes(pkg));
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}
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/**
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* Get performance comparison for a wrapper
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*/
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export function getWrapperPerformance(wrapper) {
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const performance = {
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gnn: {
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speedup: '11-22x',
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latency: '1-5ms',
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status: 'verified',
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},
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'agentdb-fast': {
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speedup: '50-200x',
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latency: '10-50ms',
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status: 'verified',
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},
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attention: {
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speedup: 'Native Rust (fixed)',
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latency: '0.7-5.4ms (native)',
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status: 'verified',
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},
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embedding: {
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speedup: 'N/A',
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latency: '50-200ms (API), <1ms (mock)',
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status: 'verified',
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},
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};
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return (performance[wrapper] || {
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speedup: 'Unknown',
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latency: 'Unknown',
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status: 'unavailable',
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});
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}
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//# sourceMappingURL=index.js.map
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