feat: add real-time progress callbacks for relationship building phase
Extends the import progress callback system to provide real-time updates during the relationship building phase, eliminating the 1-2 minute silent period for large imports. New Features: - Progress callbacks now fire during relationship building (brain.relateMany) - New 'phase' field distinguishes 'extraction' vs 'relationships' phases - Chunk-based progress emission (<0.01% overhead for 573 relationships) - Works across all import paths: ImportCoordinator, SmartImportOrchestrator, UniversalImportAPI API Enhancements: - ImportProgress: Added 'phase' and 'current' fields - SmartImportProgress: Added 'relationships' phase - NeuralImportProgress: New interface for UniversalImportAPI - Refactored to use brain.relateMany() for batch operations Examples: - NEW: examples/import-with-progress.ts - Complete demo with progress bars and ETA - UPDATED: examples/complete-import-demo.ts - Shows both extraction and relationship phases Performance: - Minimal overhead: 6 callbacks for 573 relationships = 0.6ms / 5730ms = 0.01% - Chunk size: 100 relationships per batch (configurable) - Storage agnostic: Works with all adapters (FileSystem, S3, R2, GCS, Memory, OPFS, TypeAware) Backward Compatible: - All new fields are optional - Existing code continues to work unchanged - Zero breaking changes This addresses the UX issue where users couldn't tell if imports were frozen during the relationship building phase for large datasets. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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@ -1827,12 +1827,16 @@ export class Brainy<T = any> implements BrainyInterface<T> {
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enableConceptExtraction?: boolean
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confidenceThreshold?: number
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onProgress?: (progress: {
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stage: 'detecting' | 'extracting' | 'storing-vfs' | 'storing-graph' | 'complete'
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stage: 'detecting' | 'extracting' | 'storing-vfs' | 'storing-graph' | 'relationships' | 'complete'
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phase?: 'extraction' | 'relationships'
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message: string
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processed?: number
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current?: number
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total?: number
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entities?: number
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relationships?: number
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throughput?: number
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eta?: number
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}) => void
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}
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) {
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