brainy/src/augmentations/storageAugmentation.ts

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🧠 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.
2025-08-26 12:32:21 -07:00
/**
* Storage Augmentation Base Classes
*
* Unifies storage adapters and augmentations into a single system.
* All storage backends are now augmentations for consistency and extensibility.
*/
import { BaseAugmentation, BrainyAugmentation, AugmentationContext } from './brainyAugmentation.js'
import { StorageAdapter } from '../coreTypes.js'
/**
* Base class for all storage augmentations
* Provides the storage adapter to the brain during initialization
*/
export abstract class StorageAugmentation extends BaseAugmentation implements BrainyAugmentation {
readonly timing = 'replace' as const
operations = ['storage'] as ('storage')[] // Make mutable for TypeScript compatibility
readonly priority = 100 // High priority for storage
protected storageAdapter: StorageAdapter | null = null
// Storage augmentations must provide their name via readonly property
constructor() {
super()
}
/**
* Provide the storage adapter before full initialization
* This is called during the storage resolution phase
*/
abstract provideStorage(): Promise<StorageAdapter>
/**
* Initialize the augmentation with context
* Called after storage has been resolved
*/
async initialize(context: AugmentationContext): Promise<void> {
await super.initialize(context)
// Storage adapter should already be provided
if (!this.storageAdapter) {
this.storageAdapter = await this.provideStorage()
}
}
/**
* Execute storage operations
* For storage augmentations, this replaces the default storage
*/
async execute<T = any>(
operation: string,
params: any,
next: () => Promise<T>
): Promise<T> {
if (operation === 'storage') {
// Return our storage adapter
return this.storageAdapter as any as T
}
// Pass through all other operations
return next()
}
/**
* Shutdown and cleanup
*/
async shutdown(): Promise<void> {
// Cleanup storage adapter if needed
if (this.storageAdapter && typeof (this.storageAdapter as any).close === 'function') {
await (this.storageAdapter as any).close()
}
await super.shutdown()
}
}
/**
* Dynamic storage augmentation that wraps any storage adapter
* Used for backward compatibility and zero-config
*/
export class DynamicStorageAugmentation extends StorageAugmentation {
readonly name = 'dynamic-storage'
constructor(private adapter: StorageAdapter) {
super()
this.storageAdapter = adapter
}
async provideStorage(): Promise<StorageAdapter> {
return this.adapter
}
protected async onInitialize(): Promise<void> {
// Adapter is already provided in constructor
await this.adapter.init()
this.log(`${this.name} initialized`)
}
}
/**
* Create a storage augmentation from configuration
* Maintains backward compatibility with existing storage config
*/
export async function createStorageAugmentationFromConfig(
config: any
): Promise<StorageAugmentation | null> {
// Import storage factory dynamically to avoid circular deps
const { createStorage } = await import('../storage/storageFactory.js')
try {
// Create storage adapter from config
const adapter = await createStorage(config)
// Wrap in augmentation
return new DynamicStorageAugmentation(adapter)
} catch (error) {
console.warn('Failed to create storage augmentation from config:', error)
return null
}
}