feat: v0.57.0 - rename CLI to brainy and Neural Import to Cortex
BREAKING CHANGES: - CLI command renamed from 'cortex' to 'brainy' - Neural Import renamed to Cortex augmentation - Class CortexSenseAugmentation (was NeuralImportSenseAugmentation) Benefits: - npx @soulcraft/brainy now works automatically - Better conceptual clarity: Cortex = AI intelligence layer - Cleaner architecture: CLI = brainy, AI = Cortex, DB = BrainyData
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9 changed files with 136 additions and 88 deletions
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@ -1,7 +1,7 @@
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/**
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* Neural Import SENSE Augmentation - Atomic Age AI-Powered Data Understanding
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* Cortex SENSE Augmentation - Atomic Age AI-Powered Data Understanding
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*
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* 🧠 The brain-in-jar's sensory system for perceiving and structuring data
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* 🧠 The cerebral cortex layer for intelligent data processing
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* ⚛️ Complete with confidence scoring and relationship weight calculation
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*/
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@ -11,12 +11,12 @@ import { NounType, VerbType } from '../types/graphTypes.js'
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import * as fs from 'fs/promises'
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import * as path from 'path'
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// Neural Import Types
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export interface NeuralAnalysisResult {
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// Cortex Analysis Types
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export interface CortexAnalysisResult {
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detectedEntities: DetectedEntity[]
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detectedRelationships: DetectedRelationship[]
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confidence: number
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insights: NeuralInsight[]
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insights: CortexInsight[]
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}
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export interface DetectedEntity {
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@ -39,7 +39,7 @@ export interface DetectedRelationship {
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metadata?: Record<string, any>
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}
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export interface NeuralInsight {
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export interface CortexInsight {
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type: 'hierarchy' | 'cluster' | 'pattern' | 'anomaly' | 'opportunity'
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description: string
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confidence: number
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@ -47,7 +47,7 @@ export interface NeuralInsight {
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recommendation?: string
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}
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export interface NeuralImportSenseConfig {
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export interface CortexSenseConfig {
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confidenceThreshold: number
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enableWeights: boolean
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skipDuplicates: boolean
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@ -57,15 +57,15 @@ export interface NeuralImportSenseConfig {
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/**
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* Neural Import SENSE Augmentation - The Brain's Perceptual System
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*/
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export class NeuralImportSenseAugmentation implements ISenseAugmentation {
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readonly name: string = 'neural-import-sense'
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readonly description: string = 'AI-powered data understanding and structuring augmentation'
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export class CortexSenseAugmentation implements ISenseAugmentation {
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readonly name: string = 'cortex-sense'
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readonly description: string = 'AI-powered cortex for intelligent data understanding'
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enabled: boolean = true
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private brainy: BrainyData
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private config: NeuralImportSenseConfig
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private config: CortexSenseConfig
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constructor(brainy: BrainyData, config: Partial<NeuralImportSenseConfig> = {}) {
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constructor(brainy: BrainyData, config: Partial<CortexSenseConfig> = {}) {
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this.brainy = brainy
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this.config = {
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confidenceThreshold: 0.7,
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@ -76,8 +76,8 @@ export class NeuralImportSenseAugmentation implements ISenseAugmentation {
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}
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async initialize(): Promise<void> {
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// Initialize the neural analysis system
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console.log('🧠 Neural Import SENSE augmentation initialized')
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// Initialize the cortex analysis system
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console.log('🧠 Cortex SENSE augmentation initialized')
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}
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async shutDown(): Promise<void> {
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@ -125,7 +125,7 @@ export class NeuralImportSenseAugmentation implements ISenseAugmentation {
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nouns,
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verbs,
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confidence: analysis.confidence,
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insights: analysis.insights.map(insight => ({
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insights: analysis.insights.map((insight: any) => ({
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type: insight.type,
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description: insight.description,
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confidence: insight.confidence
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@ -286,7 +286,7 @@ export class NeuralImportSenseAugmentation implements ISenseAugmentation {
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const suggestions: string[] = []
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// Check for low confidence entities
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const lowConfidenceEntities = analysis.detectedEntities.filter(e => e.confidence < 0.5)
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const lowConfidenceEntities = analysis.detectedEntities.filter((e: any) => e.confidence < 0.5)
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if (lowConfidenceEntities.length > 0) {
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issues.push({
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type: 'confidence',
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@ -318,7 +318,7 @@ export class NeuralImportSenseAugmentation implements ISenseAugmentation {
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}
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// Check for data completeness
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const incompleteEntities = analysis.detectedEntities.filter(e =>
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const incompleteEntities = analysis.detectedEntities.filter((e: any) =>
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!e.originalData || Object.keys(e.originalData).length < 2
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)
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if (incompleteEntities.length > 0) {
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@ -360,7 +360,7 @@ export class NeuralImportSenseAugmentation implements ISenseAugmentation {
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/**
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* Get the full neural analysis result (custom method for Cortex integration)
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*/
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async getNeuralAnalysis(rawData: Buffer | string, dataType: string): Promise<NeuralAnalysisResult> {
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async getNeuralAnalysis(rawData: Buffer | string, dataType: string): Promise<CortexAnalysisResult> {
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const parsedData = await this.parseRawData(rawData, dataType)
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return await this.performNeuralAnalysis(parsedData)
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}
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@ -421,7 +421,7 @@ export class NeuralImportSenseAugmentation implements ISenseAugmentation {
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/**
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* Perform neural analysis on parsed data
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*/
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private async performNeuralAnalysis(parsedData: any[], config = this.config): Promise<NeuralAnalysisResult> {
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private async performNeuralAnalysis(parsedData: any[], config = this.config): Promise<CortexAnalysisResult> {
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// Phase 1: Neural Entity Detection
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const detectedEntities = await this.detectEntitiesWithNeuralAnalysis(parsedData, config)
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@ -429,7 +429,7 @@ export class NeuralImportSenseAugmentation implements ISenseAugmentation {
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const detectedRelationships = await this.detectRelationshipsWithNeuralAnalysis(detectedEntities, parsedData, config)
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// Phase 3: Neural Insights Generation
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const insights = await this.generateNeuralInsights(detectedEntities, detectedRelationships)
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const insights = await this.generateCortexInsights(detectedEntities, detectedRelationships)
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// Phase 4: Confidence Scoring
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const overallConfidence = this.calculateOverallConfidence(detectedEntities, detectedRelationships)
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@ -698,8 +698,8 @@ export class NeuralImportSenseAugmentation implements ISenseAugmentation {
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/**
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* Generate Neural Insights - The Intelligence Layer
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*/
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private async generateNeuralInsights(entities: DetectedEntity[], relationships: DetectedRelationship[]): Promise<NeuralInsight[]> {
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const insights: NeuralInsight[] = []
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private async generateCortexInsights(entities: DetectedEntity[], relationships: DetectedRelationship[]): Promise<CortexInsight[]> {
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const insights: CortexInsight[] = []
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// Detect hierarchies
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const hierarchies = this.detectHierarchies(relationships)
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@ -842,13 +842,13 @@ export class NeuralImportSenseAugmentation implements ISenseAugmentation {
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private calculateOverallConfidence(entities: DetectedEntity[], relationships: DetectedRelationship[]): number {
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if (entities.length === 0) return 0
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const entityConfidence = entities.reduce((sum, e) => sum + e.confidence, 0) / entities.length
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const entityConfidence = entities.reduce((sum: number, e: any) => sum + e.confidence, 0) / entities.length
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if (relationships.length === 0) return entityConfidence
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const relationshipConfidence = relationships.reduce((sum, r) => sum + r.confidence, 0) / relationships.length
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const relationshipConfidence = relationships.reduce((sum: number, r: any) => sum + r.confidence, 0) / relationships.length
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return (entityConfidence + relationshipConfidence) / 2
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}
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private async storeNeuralAnalysis(analysis: NeuralAnalysisResult): Promise<void> {
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private async storeNeuralAnalysis(analysis: CortexAnalysisResult): Promise<void> {
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// Store the full analysis result for later retrieval by Cortex or other systems
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// This could be stored in the brainy instance metadata or a separate analysis store
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}
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@ -886,7 +886,7 @@ export class NeuralImportSenseAugmentation implements ISenseAugmentation {
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/**
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* Assess data quality metrics
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*/
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private assessDataQuality(parsedData: any[], analysis: NeuralAnalysisResult): {
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private assessDataQuality(parsedData: any[], analysis: CortexAnalysisResult): {
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completeness: number
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consistency: number
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accuracy: number
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@ -921,7 +921,7 @@ export class NeuralImportSenseAugmentation implements ISenseAugmentation {
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// Accuracy: average confidence of detected entities
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const accuracy = analysis.detectedEntities.length > 0 ?
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analysis.detectedEntities.reduce((sum, e) => sum + e.confidence, 0) / analysis.detectedEntities.length :
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analysis.detectedEntities.reduce((sum: number, e: any) => sum + e.confidence, 0) / analysis.detectedEntities.length :
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0
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return {
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@ -936,7 +936,7 @@ export class NeuralImportSenseAugmentation implements ISenseAugmentation {
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*/
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private generateRecommendations(
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parsedData: any[],
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analysis: NeuralAnalysisResult,
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analysis: CortexAnalysisResult,
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entityTypes: Array<{ type: string; count: number; confidence: number }>,
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relationshipTypes: Array<{ type: string; count: number; confidence: number }>
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): string[] {
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@ -1893,14 +1893,14 @@ export class Cortex {
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}
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/**
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* Neural Import System - AI-Powered Data Understanding
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* Cortex Augmentation System - AI-Powered Data Understanding
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*/
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async neuralImport(filePath: string, options: any = {}): Promise<void> {
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await this.ensureInitialized()
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// Import and create the Neural Import SENSE augmentation
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const { NeuralImportSenseAugmentation } = await import('../augmentations/neuralImportSense.js')
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const neuralSense = new NeuralImportSenseAugmentation(this.brainy!, options)
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// Import and create the Cortex SENSE augmentation
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const { CortexSenseAugmentation } = await import('../augmentations/cortexSense.js')
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const neuralSense = new CortexSenseAugmentation(this.brainy!, options)
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// Initialize the augmentation
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await neuralSense.initialize()
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@ -1915,7 +1915,7 @@ export class Cortex {
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const result = await neuralSense.processRawData(fileContent, dataType, options)
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if (result.success) {
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console.log(colors.success('✅ Neural import completed successfully'))
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console.log(colors.success('✅ Cortex import completed successfully'))
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// Display summary
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console.log(colors.primary(`📊 Processed: ${result.data.nouns.length} entities, ${result.data.verbs.length} relationships`))
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@ -1926,12 +1926,12 @@ export class Cortex {
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if (result.data.insights && result.data.insights.length > 0) {
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console.log(colors.brain('\n🧠 Neural Insights:'))
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result.data.insights.forEach(insight => {
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result.data.insights.forEach((insight: any) => {
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console.log(` ${colors.accent('◆')} ${insight.description} (${(insight.confidence * 100).toFixed(1)}%)`)
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})
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}
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} else {
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console.error(colors.error('❌ Neural import failed:'), result.error)
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console.error(colors.error('❌ Cortex import failed:'), result.error)
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}
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} finally {
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@ -1942,8 +1942,8 @@ export class Cortex {
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async neuralAnalyze(filePath: string): Promise<void> {
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await this.ensureInitialized()
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const { NeuralImportSenseAugmentation } = await import('../augmentations/neuralImportSense.js')
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const neuralSense = new NeuralImportSenseAugmentation(this.brainy!)
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const { CortexSenseAugmentation } = await import('../augmentations/cortexSense.js')
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const neuralSense = new CortexSenseAugmentation(this.brainy!)
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await neuralSense.initialize()
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@ -1966,7 +1966,7 @@ export class Cortex {
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if (result.data.recommendations.length > 0) {
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console.log(colors.brain('\n💡 Recommendations:'))
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result.data.recommendations.forEach(rec => {
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result.data.recommendations.forEach((rec: any) => {
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console.log(` ${colors.accent('◆')} ${rec}`)
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})
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}
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@ -1982,8 +1982,8 @@ export class Cortex {
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async neuralValidate(filePath: string): Promise<void> {
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await this.ensureInitialized()
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const { NeuralImportSenseAugmentation } = await import('../augmentations/neuralImportSense.js')
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const neuralSense = new NeuralImportSenseAugmentation(this.brainy!)
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const { CortexSenseAugmentation } = await import('../augmentations/cortexSense.js')
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const neuralSense = new CortexSenseAugmentation(this.brainy!)
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await neuralSense.initialize()
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@ -2009,7 +2009,7 @@ export class Cortex {
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if (result.data.issues.length > 0) {
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console.log(colors.warning('\n⚠️ Issues:'))
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result.data.issues.forEach(issue => {
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result.data.issues.forEach((issue: any) => {
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const severityColor = issue.severity === 'high' ? colors.error :
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issue.severity === 'medium' ? colors.warning : colors.dim
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console.log(` ${severityColor(`[${issue.severity.toUpperCase()}]`)} ${issue.description}`)
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@ -2018,7 +2018,7 @@ export class Cortex {
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if (result.data.suggestions.length > 0) {
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console.log(colors.brain('\n💡 Suggestions:'))
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result.data.suggestions.forEach(suggestion => {
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result.data.suggestions.forEach((suggestion: any) => {
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console.log(` ${colors.accent('◆')} ${suggestion}`)
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})
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}
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@ -2056,7 +2056,7 @@ export class Cortex {
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console.log(` ${colors.primary('•')} ${key}: ${colors.dim(value)}`)
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})
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console.log(`\n${colors.dim('Use')} ${colors.primary('cortex neural import <file>')} ${colors.dim('to leverage the full type system!')}`)
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console.log(`\n${colors.dim('Use')} ${colors.primary('brainy import --cortex <file>')} ${colors.dim('to leverage the full AI type system!')}`)
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}
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/**
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@ -2349,15 +2349,15 @@ export class Cortex {
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const { DefaultAugmentationRegistry } = await import('../shared/default-augmentations.js')
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const registry = new DefaultAugmentationRegistry(this.brainy!)
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// Check Neural Import health (default augmentation)
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const neuralHealth = await registry.checkNeuralImportHealth()
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// Check Cortex health (default augmentation)
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const cortexHealth = await registry.checkCortexHealth()
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console.log(`\n${this.emojis.sparkles} ${this.colors.accent('Default Augmentations:')}`)
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console.log(` ${this.emojis.brain} Neural Import: ${neuralHealth.available ? this.colors.success('Active') : this.colors.error('Inactive')}`)
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if (neuralHealth.version) {
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console.log(` ${this.colors.dim('Version:')} ${neuralHealth.version}`)
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console.log(` ${this.emojis.brain} Cortex: ${cortexHealth.available ? this.colors.success('Active') : this.colors.error('Inactive')}`)
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if (cortexHealth.version) {
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console.log(` ${this.colors.dim('Version:')} ${cortexHealth.version}`)
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}
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console.log(` ${this.colors.dim('Status:')} ${neuralHealth.status}`)
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console.log(` ${this.colors.dim('Status:')} ${cortexHealth.status}`)
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console.log(` ${this.colors.dim('Category:')} SENSE (AI-powered data understanding)`)
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console.log(` ${this.colors.dim('License:')} Open Source (included by default)`)
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@ -2386,7 +2386,7 @@ export class Cortex {
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// Augmentation pipeline health
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console.log(`\n${this.emojis.health} ${this.colors.accent('Pipeline Health:')}`)
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console.log(` ${this.emojis.check} SENSE Pipeline: ${this.colors.success('1 active')} (Neural Import)`)
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console.log(` ${this.emojis.check} SENSE Pipeline: ${this.colors.success('1 active')} (Cortex)`)
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console.log(` ${this.emojis.info} CONDUIT Pipeline: ${this.colors.dim('0 active')} (Premium connectors available)`)
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console.log(` ${this.emojis.info} COGNITION Pipeline: ${this.colors.dim('0 active')}`)
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console.log(` ${this.emojis.info} MEMORY Pipeline: ${this.colors.dim('0 active')}`)
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async initializeDefaults(): Promise<void> {
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console.log('🧠⚛️ Initializing default augmentations...')
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// Register Neural Import as default SENSE augmentation
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await this.registerNeuralImport()
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// Register Cortex as default SENSE augmentation
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await this.registerCortex()
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console.log('🧠⚛️ Default augmentations initialized')
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}
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/**
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* Neural Import - Default SENSE Augmentation
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* Cortex - Default SENSE Augmentation
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* AI-powered data understanding and entity extraction
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*/
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private async registerNeuralImport(): Promise<void> {
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private async registerCortex(): Promise<void> {
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try {
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// Import the Neural Import augmentation
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const { NeuralImportSenseAugmentation } = await import('../augmentations/neuralImportSense.js')
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// Import the Cortex augmentation
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const { CortexSenseAugmentation } = await import('../augmentations/cortexSense.js')
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// Note: The actual registration is commented out since BrainyData doesn't have addAugmentation method yet
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// This would create instance with default configuration
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/*
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const neuralImport = new NeuralImportSenseAugmentation(this.brainy as any, {
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const cortex = new CortexSenseAugmentation(this.brainy as any, {
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confidenceThreshold: 0.7,
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enableWeights: true,
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skipDuplicates: true
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@ -51,38 +51,38 @@ export class DefaultAugmentationRegistry {
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// Add as SENSE augmentation to Brainy (when method is available)
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if (this.brainy.addAugmentation) {
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await this.brainy.addAugmentation('SENSE', neuralImport, {
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await this.brainy.addAugmentation('SENSE', cortex, {
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position: 1, // First in the SENSE pipeline
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name: 'neural-import',
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name: 'cortex',
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autoStart: true
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})
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}
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*/
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console.log('🧠⚛️ Neural Import module loaded (awaiting BrainyData augmentation support)')
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console.log('🧠⚛️ Cortex module loaded (awaiting BrainyData augmentation support)')
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} catch (error) {
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console.error('❌ Failed to register Neural Import:', error instanceof Error ? error.message : String(error))
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console.error('❌ Failed to register Cortex:', error instanceof Error ? error.message : String(error))
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// Don't throw - Brainy should still work without Neural Import
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}
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}
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/**
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* Check if Neural Import is available and working
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* Check if Cortex is available and working
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*/
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async checkNeuralImportHealth(): Promise<{
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async checkCortexHealth(): Promise<{
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available: boolean
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status: string
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version?: string
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}> {
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try {
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// Check if Neural Import is registered as an augmentation
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// Check if Cortex is registered as an augmentation
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// Note: hasAugmentation method doesn't exist yet in BrainyData
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const hasNeuralImport = false // this.brainy.hasAugmentation && this.brainy.hasAugmentation('SENSE', 'neural-import')
|
||||
const hasCortex = false // this.brainy.hasAugmentation && this.brainy.hasAugmentation('SENSE', 'cortex')
|
||||
|
||||
return {
|
||||
available: hasNeuralImport || false,
|
||||
status: hasNeuralImport ? 'active' : 'not registered (awaiting BrainyData support)',
|
||||
available: hasCortex || false,
|
||||
status: hasCortex ? 'active' : 'not registered (awaiting BrainyData support)',
|
||||
version: '1.0.0'
|
||||
}
|
||||
} catch (error) {
|
||||
|
|
@ -94,16 +94,16 @@ export class DefaultAugmentationRegistry {
|
|||
}
|
||||
|
||||
/**
|
||||
* Reinstall Neural Import if it's missing or corrupted
|
||||
* Reinstall Cortex if it's missing or corrupted
|
||||
*/
|
||||
async reinstallNeuralImport(): Promise<void> {
|
||||
async reinstallCortex(): Promise<void> {
|
||||
try {
|
||||
// Remove existing if present
|
||||
// Note: removeAugmentation method doesn't exist yet in BrainyData
|
||||
/*
|
||||
if (this.brainy.removeAugmentation) {
|
||||
try {
|
||||
await this.brainy.removeAugmentation('SENSE', 'neural-import')
|
||||
await this.brainy.removeAugmentation('SENSE', 'cortex')
|
||||
} catch (error) {
|
||||
// Ignore errors if augmentation doesn't exist
|
||||
}
|
||||
|
|
@ -111,11 +111,11 @@ export class DefaultAugmentationRegistry {
|
|||
*/
|
||||
|
||||
// Re-register
|
||||
await this.registerNeuralImport()
|
||||
await this.registerCortex()
|
||||
|
||||
console.log('🧠⚛️ Neural Import reinstalled successfully')
|
||||
console.log('🧠⚛️ Cortex reinstalled successfully')
|
||||
} catch (error) {
|
||||
throw new Error(`Failed to reinstall Neural Import: ${error instanceof Error ? error.message : String(error)}`)
|
||||
throw new Error(`Failed to reinstall Cortex: ${error instanceof Error ? error.message : String(error)}`)
|
||||
}
|
||||
}
|
||||
}
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue