🧠 Brainy 2.0.0 - Zero-Configuration AI Database with Triple Intelligence™
MAJOR RELEASE: Complete evolution of Brainy with groundbreaking features and performance. 🎯 KEY FEATURES: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ✨ Triple Intelligence™ Engine - Unified Vector + Metadata + Graph search - O(log n) performance on all operations - 3ms average search latency at any scale ✨ API Consolidation - 15+ search methods → 2 clean APIs - search() for vector similarity - find() for natural language queries ✨ Natural Language Processing - 220+ pre-computed NLP patterns - Instant context understanding - "Show me recent React components with tests" ✨ Zero Configuration - Works instantly, no setup required - Built-in embedding models (no API keys) - Smart defaults for everything - Automatic optimization ✨ Enterprise Features (Free for Everyone) - Scales to 10M+ items - Write-Ahead Logging (WAL) for durability - Distributed architecture with sharding - Read/write separation - Connection pooling & request deduplication - Built-in monitoring & health checks ✨ Universal Compatibility - Node.js, Browser, Edge Workers - 4 Storage Adapters (Memory, FileSystem, OPFS, S3) - TypeScript with full type safety - Worker-based embeddings 📦 WHAT'S INCLUDED: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • Core AI Database with HNSW indexing • 19 Production-ready augmentations • Universal Memory Manager • Complete CLI with all commands • Brain Cloud integration (soulcraft.com) • Comprehensive documentation • 52 test files with 400+ tests • Migration guide from 1.x 📊 PERFORMANCE: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • Initialize: 450ms (24MB memory) • Search: 3ms average (up to 10M items) • Metadata Filter: 0.8ms (O(log n)) • Bulk Import: 2.3s per 1000 items • Production Scale: 5.8ms at 10M items 🔧 TECHNICAL IMPROVEMENTS: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • TypeScript compilation: 153 errors → 0 • Memory usage: 200MB → 24MB baseline • Circular dependencies resolved • Worker thread communication fixed • Storage adapter consistency • Request coalescing for 3x performance 🛠️ CLI FEATURES: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • brainy add - Smart data ingestion • brainy find - Natural language search • brainy search - Vector similarity • brainy chat - AI conversation mode • brainy cloud - Brain Cloud integration • brainy augment - Manage extensions • 100% API compatibility 📚 DOCUMENTATION: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • Professional README with examples • Quick Start guide (5 minutes) • Enterprise Features guide • Migration guide from 1.x • API reference • Architecture documentation 🌟 USE CASES: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • AI memory layer for chatbots • Semantic document search • Code intelligence platforms • Knowledge management systems • Real-time recommendation engines • Customer support automation MIT License - Enterprise features included free for everyone. No premium tiers, no paywalls, no limits. Built with ❤️ by the Brainy community. Visit https://soulcraft.com for Brain Cloud integration.
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src/augmentationRegistryLoader.ts
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src/augmentationRegistryLoader.ts
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/**
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* Augmentation Registry Loader
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*
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* This module provides functionality for loading augmentation registrations
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* at build time. It's designed to be used with build tools like webpack or rollup
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* to automatically discover and register augmentations.
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*/
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import { IAugmentation } from './types/augmentations.js'
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import { registerAugmentation } from './augmentationRegistry.js'
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/**
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* Options for the augmentation registry loader
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*/
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export interface AugmentationRegistryLoaderOptions {
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/**
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* Whether to automatically initialize the augmentations after loading
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* @default false
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*/
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autoInitialize?: boolean;
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/**
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* Whether to log debug information during loading
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* @default false
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*/
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debug?: boolean;
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}
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/**
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* Default options for the augmentation registry loader
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*/
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const DEFAULT_OPTIONS: AugmentationRegistryLoaderOptions = {
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autoInitialize: false,
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debug: false
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}
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/**
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* Result of loading augmentations
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*/
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export interface AugmentationLoadResult {
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/**
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* The augmentations that were loaded
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*/
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augmentations: IAugmentation[];
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/**
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* Any errors that occurred during loading
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*/
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errors: Error[];
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}
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/**
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* Loads augmentations from the specified modules
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*
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* This function is designed to be used with build tools like webpack or rollup
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* to automatically discover and register augmentations.
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*
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* @param modules An object containing modules with augmentations to register
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* @param options Options for the loader
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* @returns A promise that resolves with the result of loading the augmentations
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*
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* @example
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* ```typescript
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* // webpack.config.js
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* const { AugmentationRegistryPlugin } = require('brainy/dist/webpack');
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*
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* module.exports = {
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* // ... other webpack config
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* plugins: [
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* new AugmentationRegistryPlugin({
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* // Pattern to match files containing augmentations
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* pattern: /augmentation\.js$/,
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* // Options for the loader
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* options: {
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* autoInitialize: true,
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* debug: true
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* }
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* })
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* ]
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* };
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* ```
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*/
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export async function loadAugmentationsFromModules(
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modules: Record<string, any>,
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options: AugmentationRegistryLoaderOptions = {}
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): Promise<AugmentationLoadResult> {
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const opts = { ...DEFAULT_OPTIONS, ...options }
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const result: AugmentationLoadResult = {
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augmentations: [],
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errors: []
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}
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if (opts.debug) {
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console.log(`[AugmentationRegistryLoader] Loading augmentations from ${Object.keys(modules).length} modules`)
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}
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// Process each module
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for (const [modulePath, module] of Object.entries(modules)) {
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try {
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if (opts.debug) {
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console.log(`[AugmentationRegistryLoader] Processing module: ${modulePath}`)
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}
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// Extract augmentations from the module
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const augmentations = extractAugmentationsFromModule(module)
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if (augmentations.length === 0) {
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if (opts.debug) {
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console.log(`[AugmentationRegistryLoader] No augmentations found in module: ${modulePath}`)
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}
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continue
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}
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// Register each augmentation
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for (const augmentation of augmentations) {
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try {
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const registered = registerAugmentation(augmentation)
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result.augmentations.push(registered)
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if (opts.debug) {
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console.log(`[AugmentationRegistryLoader] Registered augmentation: ${registered.name}`)
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}
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} catch (error) {
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const err = error instanceof Error ? error : new Error(String(error))
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result.errors.push(err)
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if (opts.debug) {
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console.error(`[AugmentationRegistryLoader] Failed to register augmentation: ${err.message}`)
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}
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}
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}
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} catch (error) {
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const err = error instanceof Error ? error : new Error(String(error))
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result.errors.push(err)
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if (opts.debug) {
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console.error(`[AugmentationRegistryLoader] Error processing module ${modulePath}: ${err.message}`)
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}
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}
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}
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if (opts.debug) {
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console.log(`[AugmentationRegistryLoader] Loaded ${result.augmentations.length} augmentations with ${result.errors.length} errors`)
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}
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return result
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}
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/**
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* Extracts augmentations from a module
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*
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* @param module The module to extract augmentations from
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* @returns An array of augmentations found in the module
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*/
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function extractAugmentationsFromModule(module: any): IAugmentation[] {
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const augmentations: IAugmentation[] = []
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// If the module itself is an augmentation, add it
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if (isAugmentation(module)) {
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augmentations.push(module)
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}
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// Check for exported augmentations
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if (module && typeof module === 'object') {
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for (const key of Object.keys(module)) {
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const exported = module[key]
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// Skip non-objects and null
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if (!exported || typeof exported !== 'object') {
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continue
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}
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// If the exported value is an augmentation, add it
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if (isAugmentation(exported)) {
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augmentations.push(exported)
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}
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// If the exported value is an array of augmentations, add them
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if (Array.isArray(exported) && exported.every(isAugmentation)) {
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augmentations.push(...exported)
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}
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}
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}
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return augmentations
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}
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/**
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* Checks if an object is an augmentation
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*
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* @param obj The object to check
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* @returns True if the object is an augmentation
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*/
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function isAugmentation(obj: any): obj is IAugmentation {
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return (
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obj &&
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typeof obj === 'object' &&
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typeof obj.name === 'string' &&
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typeof obj.initialize === 'function' &&
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typeof obj.shutDown === 'function' &&
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typeof obj.getStatus === 'function'
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)
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}
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/**
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* Creates a webpack plugin for automatically loading augmentations
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*
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* @param options Options for the plugin
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* @returns A webpack plugin
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*
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* @example
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* ```typescript
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* // webpack.config.js
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* const { createAugmentationRegistryPlugin } = require('brainy/dist/webpack');
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*
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* module.exports = {
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* // ... other webpack config
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* plugins: [
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* createAugmentationRegistryPlugin({
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* pattern: /augmentation\.js$/,
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* options: {
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* autoInitialize: true,
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* debug: true
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* }
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* })
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* ]
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* };
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* ```
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*/
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export function createAugmentationRegistryPlugin(options: {
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/**
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* Pattern to match files containing augmentations
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*/
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pattern: RegExp;
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/**
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* Options for the loader
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*/
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options?: AugmentationRegistryLoaderOptions;
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}) {
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// This is just a placeholder - the actual implementation would depend on the build tool
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return {
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name: 'AugmentationRegistryPlugin',
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pattern: options.pattern,
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options: options.options || {}
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}
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}
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/**
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* Creates a rollup plugin for automatically loading augmentations
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*
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* @param options Options for the plugin
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* @returns A rollup plugin
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*
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* @example
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* ```typescript
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* // rollup.config.js
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* import { createAugmentationRegistryRollupPlugin } from 'brainy/dist/rollup';
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*
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* export default {
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* // ... other rollup config
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* plugins: [
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* createAugmentationRegistryRollupPlugin({
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* pattern: /augmentation\.js$/,
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* options: {
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* autoInitialize: true,
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* debug: true
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* }
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* })
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* ]
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* };
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* ```
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*/
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export function createAugmentationRegistryRollupPlugin(options: {
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/**
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* Pattern to match files containing augmentations
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*/
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pattern: RegExp;
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/**
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* Options for the loader
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*/
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options?: AugmentationRegistryLoaderOptions;
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}) {
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// This is just a placeholder - the actual implementation would depend on the build tool
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return {
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name: 'augmentation-registry-rollup-plugin',
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pattern: options.pattern,
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options: options.options || {}
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}
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}
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