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.
164 lines
No EOL
4.7 KiB
TypeScript
164 lines
No EOL
4.7 KiB
TypeScript
/**
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* Backward Compatibility Layer for Storage Migration
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*
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* Handles the transition from 'index' to '_system' directory
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* Ensures services running different versions can coexist
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*/
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import { StatisticsData } from '../coreTypes.js'
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export interface MigrationMetadata {
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schemaVersion: number
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migrationStarted?: string
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migrationCompleted?: string
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lastUpdatedBy?: string
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}
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/**
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* Backward compatibility strategy for directory migration
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*/
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export class StorageCompatibilityLayer {
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private migrationMetadata: MigrationMetadata | null = null
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/**
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* Determines the read strategy based on what's available
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* @returns Priority-ordered list of directories to try
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*/
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static getReadPriority(): string[] {
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return ['_system', 'index'] // Try new location first, fallback to old
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}
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/**
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* Determines write strategy based on migration state
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* @param migrationComplete Whether migration is complete
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* @returns List of directories to write to
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*/
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static getWriteTargets(migrationComplete: boolean = false): string[] {
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if (migrationComplete) {
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return ['_system'] // Only write to new location
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}
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// During migration, write to both for compatibility
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return ['_system', 'index']
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}
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/**
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* Check if we should perform migration based on service coordination
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* @param existingStats Statistics from storage
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* @returns Whether to initiate migration
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*/
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static shouldMigrate(existingStats: StatisticsData | null): boolean {
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if (!existingStats) return true // No data yet, use new structure
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// Check if we have migration metadata in stats
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const migrationData = (existingStats as any).migrationMetadata
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if (!migrationData) return true // No migration data, start migration
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// Check schema version
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if (migrationData.schemaVersion < 2) return true
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// Already migrated
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return false
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}
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/**
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* Creates migration metadata
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*/
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static createMigrationMetadata(): MigrationMetadata {
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return {
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schemaVersion: 2,
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migrationStarted: new Date().toISOString(),
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lastUpdatedBy: process.env.HOSTNAME || process.env.INSTANCE_ID || 'unknown'
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}
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}
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/**
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* Merge statistics from multiple locations (deduplication)
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*/
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static mergeStatistics(
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primary: StatisticsData | null,
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fallback: StatisticsData | null
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): StatisticsData | null {
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if (!primary && !fallback) return null
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if (!fallback) return primary
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if (!primary) return fallback
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// Return the most recently updated
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const primaryTime = new Date(primary.lastUpdated).getTime()
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const fallbackTime = new Date(fallback.lastUpdated).getTime()
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return primaryTime >= fallbackTime ? primary : fallback
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}
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/**
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* Determines if dual-write is needed based on environment
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* @param storageType The type of storage being used
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* @returns Whether to write to both old and new locations
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*/
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static needsDualWrite(storageType: string): boolean {
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// Only need dual-write for shared storage systems
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const sharedStorageTypes = ['s3', 'r2', 'gcs', 'filesystem']
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return sharedStorageTypes.includes(storageType.toLowerCase())
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}
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/**
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* Grace period for migration (30 days default)
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* After this period, services can stop reading from old location
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*/
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static getMigrationGracePeriodMs(): number {
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const days = parseInt(process.env.BRAINY_MIGRATION_GRACE_DAYS || '30', 10)
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return days * 24 * 60 * 60 * 1000
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}
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/**
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* Check if migration grace period has expired
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*/
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static isGracePeriodExpired(migrationStarted: string): boolean {
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const startTime = new Date(migrationStarted).getTime()
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const now = Date.now()
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const gracePeriod = this.getMigrationGracePeriodMs()
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return (now - startTime) > gracePeriod
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}
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/**
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* Log migration events for monitoring
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*/
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static logMigrationEvent(event: string, details?: any): void {
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if (process.env.NODE_ENV !== 'test') {
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console.log(`[Brainy Storage Migration] ${event}`, details || '')
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}
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}
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}
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/**
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* Storage paths helper for migration
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*/
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export class StoragePaths {
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/**
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* Get the statistics file path for a given directory
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*/
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static getStatisticsPath(baseDir: string, filename: string = 'statistics'): string {
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return `${baseDir}/${filename}.json`
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}
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/**
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* Get distributed config path
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*/
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static getDistributedConfigPath(baseDir: string): string {
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return `${baseDir}/distributed_config.json`
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}
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/**
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* Check if a path is using the old structure
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*/
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static isLegacyPath(path: string): boolean {
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return path.includes('/index/') || path.endsWith('/index')
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}
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/**
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* Convert legacy path to new structure
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*/
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static modernizePath(path: string): string {
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return path.replace('/index/', '/_system/').replace('/index', '/_system')
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}
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} |