brainy/src/augmentations/conduitAugmentations.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
/**
* Conduit Augmentations - Data Synchronization Bridges
*
* These augmentations connect and synchronize data between multiple Brainy instances.
* Now using the unified BrainyAugmentation interface.
*/
import { BaseAugmentation, BrainyAugmentation, AugmentationContext } from './brainyAugmentation.js'
import { v4 as uuidv4 } from '../universal/uuid.js'
export interface WebSocketConnection {
connectionId: string
url: string
readyState: number
socket?: any
}
/**
* Base class for conduit augmentations that sync between Brainy instances
* Converted to use the unified BrainyAugmentation interface
*/
abstract class BaseConduitAugmentation extends BaseAugmentation {
readonly timing = 'after' as const // Conduits run after operations to sync
readonly metadata = 'readonly' as const // Conduits read metadata to pass to external systems
🧠 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
readonly operations = ['addNoun', 'delete', 'addVerb'] as ('addNoun' | 'delete' | 'addVerb')[]
readonly priority = 20 // Medium-low priority
protected connections = new Map<string, any>()
protected async onShutdown(): Promise<void> {
// Close all connections
for (const [connectionId, connection] of this.connections.entries()) {
try {
if (connection.close) {
await connection.close()
}
} catch (error) {
this.log(`Failed to close connection ${connectionId}: ${error}`, 'error')
}
}
this.connections.clear()
}
abstract establishConnection(
targetSystemId: string,
config?: Record<string, unknown>
): Promise<WebSocketConnection | null>
}
/**
* WebSocket Conduit Augmentation
* Syncs data between Brainy instances using WebSockets
*/
export class WebSocketConduitAugmentation extends BaseConduitAugmentation {
readonly name = 'websocket-conduit'
private webSocketConnections = new Map<string, WebSocketConnection>()
private messageCallbacks = new Map<string, Set<(data: any) => void>>()
async execute<T = any>(
operation: string,
params: any,
next: () => Promise<T>
): Promise<T> {
// Execute the operation first
const result = await next()
// Then sync to connected instances
if (this.shouldSync(operation)) {
await this.syncOperation(operation, params, result)
}
return result
}
private shouldSync(operation: string): boolean {
return ['addNoun', 'deleteNoun', 'addVerb'].includes(operation)
}
private async syncOperation(operation: string, params: any, result: any): Promise<void> {
// Broadcast to all connected WebSocket instances
for (const [id, connection] of this.webSocketConnections) {
if (connection.socket && connection.readyState === 1) { // OPEN state
try {
const message = JSON.stringify({
type: 'sync',
operation,
params,
timestamp: Date.now()
})
if (typeof connection.socket.send === 'function') {
connection.socket.send(message)
}
} catch (error) {
this.log(`Failed to sync to ${id}: ${error}`, 'error')
}
}
}
}
async establishConnection(
url: string,
config?: Record<string, unknown>
): Promise<WebSocketConnection | null> {
try {
const connectionId = uuidv4()
const protocols = config?.protocols as string | string[] | undefined
// Create WebSocket based on environment
let socket: any
if (typeof WebSocket !== 'undefined') {
// Browser environment
socket = new WebSocket(url, protocols)
} else {
// Node.js environment - dynamic import
try {
const ws = await import('ws')
socket = new ws.WebSocket(url, protocols)
} catch {
this.log('WebSocket not available in this environment', 'error')
return null
}
}
// Setup event handlers
socket.onopen = () => {
this.log(`Connected to ${url}`)
}
socket.onmessage = (event: any) => {
this.handleMessage(connectionId, event.data)
}
socket.onerror = (error: any) => {
this.log(`WebSocket error: ${error}`, 'error')
}
socket.onclose = () => {
this.log(`Disconnected from ${url}`)
this.webSocketConnections.delete(connectionId)
}
// Wait for connection to open
await new Promise<void>((resolve, reject) => {
const timeout = setTimeout(() => {
reject(new Error('Connection timeout'))
}, 5000)
socket.onopen = () => {
clearTimeout(timeout)
resolve()
}
socket.onerror = (error: any) => {
clearTimeout(timeout)
reject(error)
}
})
const connection: WebSocketConnection = {
connectionId,
url,
readyState: socket.readyState,
socket
}
this.webSocketConnections.set(connectionId, connection)
this.connections.set(connectionId, connection)
return connection
} catch (error) {
this.log(`Failed to establish connection to ${url}: ${error}`, 'error')
return null
}
}
private handleMessage(connectionId: string, data: any): void {
try {
const message = typeof data === 'string' ? JSON.parse(data) : data
// Handle sync messages from remote instances
if (message.type === 'sync') {
// Apply the operation to our local instance
this.applySyncOperation(message).catch(error => {
this.log(`Failed to apply sync operation: ${error}`, 'error')
})
}
// Notify any registered callbacks
const callbacks = this.messageCallbacks.get(connectionId)
if (callbacks) {
callbacks.forEach(callback => callback(message))
}
} catch (error) {
this.log(`Failed to handle message: ${error}`, 'error')
}
}
private async applySyncOperation(message: any): Promise<void> {
// Apply the synced operation to our local Brainy instance
const { operation, params } = message
try {
switch (operation) {
case 'addNoun':
await this.context?.brain.addNoun(params.content, params.metadata)
break
case 'deleteNoun':
await this.context?.brain.deleteNoun(params.id)
break
case 'addVerb':
await this.context?.brain.addVerb(
params.source,
params.target,
params.verb,
params.metadata
)
break
}
} catch (error) {
this.log(`Failed to apply ${operation}: ${error}`, 'error')
}
}
/**
* Subscribe to messages from a specific connection
*/
onMessage(connectionId: string, callback: (data: any) => void): void {
if (!this.messageCallbacks.has(connectionId)) {
this.messageCallbacks.set(connectionId, new Set())
}
this.messageCallbacks.get(connectionId)!.add(callback)
}
/**
* Send a message to a specific connection
*/
sendMessage(connectionId: string, data: any): boolean {
const connection = this.webSocketConnections.get(connectionId)
if (connection?.socket && connection.readyState === 1) {
try {
const message = typeof data === 'string' ? data : JSON.stringify(data)
connection.socket.send(message)
return true
} catch (error) {
this.log(`Failed to send message: ${error}`, 'error')
}
}
return false
}
}
/**
* Example usage:
*
* // Server instance
* const serverBrain = new BrainyData()
* serverBrain.augmentations.register(new APIServerAugmentation())
* await serverBrain.init()
*
* // Client instance
* const clientBrain = new BrainyData()
* const conduit = new WebSocketConduitAugmentation()
* clientBrain.augmentations.register(conduit)
* await clientBrain.init()
*
* // Connect client to server
* await conduit.establishConnection('ws://localhost:3000/ws')
*
* // Now operations sync automatically!
* await clientBrain.addNoun('synced data', { source: 'client' })
* // This will automatically sync to the server
*/