brainy/src/worker.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
// Brainy Worker Script
// This script is used by the workerUtils.js file to execute functions in a separate thread
// Note: TensorFlow.js platform patch is applied in setup.ts
// Worker scripts should import setup.ts if they need TensorFlow.js functionality
// Log that the worker has started
console.log('Brainy Worker: Started')
// Define the message handler with proper TypeScript typing
self.onmessage = function (e: MessageEvent): void {
try {
console.log(
'Brainy Worker: Received message',
e.data ? 'with data' : 'without data'
)
if (!e.data || !e.data.fnString) {
throw new Error('Invalid message: missing function string')
}
console.log('Brainy Worker: Creating function from string')
// Use Function constructor to create a function from the string
let fn
try {
// First try with 'return' prefix
fn = new Function('return ' + e.data.fnString)()
} catch (functionError) {
console.warn(
'Brainy Worker: Error creating function with return syntax, trying alternative approaches',
functionError
)
try {
// Try wrapping in parentheses for function expressions
fn = new Function('return (' + e.data.fnString + ')')()
} catch (wrapError) {
console.warn(
'Brainy Worker: Error creating function with parentheses wrapping',
wrapError
)
try {
// Try direct approach for named functions
fn = new Function(e.data.fnString)()
} catch (directError) {
console.error(
'Brainy Worker: All approaches to create function failed',
directError
)
throw new Error(
'Failed to create function from string: ' +
(functionError as Error).message
)
}
}
}
console.log('Brainy Worker: Executing function with args')
const result = fn(e.data.args)
console.log('Brainy Worker: Function executed successfully, posting result')
self.postMessage({ result: result })
} catch (error: any) {
console.error('Brainy Worker: Error executing function', error)
self.postMessage({
error: error.message,
stack: error.stack
})
}
}