mirror of
https://github.com/ruvnet/RuVector.git
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1cc09933eb
This commit addresses GitHub issue #17 by implementing comprehensive forgetting mitigation for continual learning in the GNN module. ## New Features ### Optimizer Implementation (training.rs) - Full Adam optimizer with bias-corrected first and second moments - SGD with momentum support - Lazy initialization of state buffers for efficiency ### Replay Buffer (replay.rs) - Experience replay with reservoir sampling for uniform distribution - Distribution shift detection with statistical tracking - Configurable capacity and batch sampling ### Elastic Weight Consolidation (ewc.rs) - Fisher information diagonal computation - Anchor weight consolidation for task boundaries - EWC penalty and gradient computation ### Learning Rate Scheduling (scheduler.rs) - Constant, StepDecay, Exponential schedulers - CosineAnnealing with warm restarts - WarmupLinear for pre-training warmup - ReduceOnPlateau for adaptive learning ## Deployment Infrastructure ### GitHub Actions Release Pipeline (.github/workflows/release.yml) - 8-stage CI/CD pipeline for complete releases - Validates, builds crates, WASM, and native modules - Publishes to crates.io and npmjs.com - Creates GitHub releases with artifacts ### Deployment Script (scripts/deploy.sh) - Comprehensive deployment orchestration - Version synchronization across Cargo.toml and package.json - Dry-run mode for testing - Cross-platform native builds support ## Test Coverage - 177 tests passing in ruvector-gnn - Comprehensive tests for all new modules - Convergence tests for optimizers 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
82 lines
1.9 KiB
JSON
82 lines
1.9 KiB
JSON
{
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"name": "@ruvector/node",
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"version": "0.1.2",
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"description": "High-performance Rust vector database for Node.js with HNSW indexing and SIMD optimizations",
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"main": "index.js",
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"types": "index.d.ts",
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"type": "module",
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"napi": {
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"name": "ruvector",
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"triples": {
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"defaults": true,
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"additional": [
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"aarch64-apple-darwin",
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"aarch64-unknown-linux-gnu",
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"aarch64-unknown-linux-musl",
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"aarch64-pc-windows-msvc",
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"x86_64-unknown-linux-musl"
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]
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}
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},
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"engines": {
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"node": ">= 18"
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},
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"scripts": {
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"artifacts": "napi artifacts",
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"build": "napi build --platform --release",
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"build:debug": "napi build --platform",
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"prepublishOnly": "napi prepublish -t npm",
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"test": "ava",
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"test:watch": "ava --watch",
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"bench": "ava tests/benchmark.test.mjs",
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"example:simple": "node examples/simple.mjs",
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"example:advanced": "node examples/advanced.mjs",
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"example:semantic": "node examples/semantic-search.mjs",
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"version": "napi version",
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"clean": "rm -rf *.node index.js index.d.ts npm"
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},
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"devDependencies": {
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"@napi-rs/cli": "^2.18.0",
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"ava": "^6.0.0"
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},
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"ava": {
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"files": [
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"tests/**/*.test.mjs"
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],
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"timeout": "2m",
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"concurrency": 5,
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"environmentVariables": {
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"NODE_ENV": "test"
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}
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},
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"files": [
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"index.js",
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"index.d.ts",
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"README.md",
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"LICENSE"
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],
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"keywords": [
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"vector",
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"database",
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"embeddings",
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"similarity-search",
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"hnsw",
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"rust",
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"napi",
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"semantic-search",
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"machine-learning",
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"rag",
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"simd",
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"performance"
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],
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"license": "MIT",
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"repository": {
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"type": "git",
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"url": "https://github.com/ruvnet/ruvector.git",
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"directory": "crates/ruvector-node"
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},
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"homepage": "https://github.com/ruvnet/ruvector#readme",
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"bugs": {
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"url": "https://github.com/ruvnet/ruvector/issues"
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}
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}
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