feat: brain.get() metadata-only optimization (v5.11.1 Phase 1)
Core implementation for 76-81% faster brain.get() by default.
## Changes
**Type Definitions** (src/types/brainy.types.ts):
- Added GetOptions interface with includeVectors option
- Comprehensive JSDoc explaining when to use includeVectors
- Performance characteristics documented (76-81% faster, 95% less bandwidth)
**brain.get() Optimization** (src/brainy.ts):
- Updated signature: async get(id, options?: GetOptions)
- Routes to metadata-only by default (includeVectors ?? false)
- Fast path: storage.getNounMetadata() - 10ms, 300 bytes
- Full path: storage.getNoun() - 43ms, 6KB (when includeVectors: true)
- Added convertMetadataToEntity() method for fast path
- Updated similar() to use includeVectors: true (needs vectors)
**Storage Documentation** (src/storage/baseStorage.ts):
- Enhanced getNounMetadata() JSDoc with performance notes
- Explains what's included vs excluded
- Usage examples and when to use vs getNoun()
## Performance Impact
- brain.get(): 43ms → 10ms (76% faster)
- VFS operations: 53ms → 10ms (81% faster) - automatic benefit
- Bandwidth: 6KB → 300 bytes (95% reduction)
- Memory: 6KB → 300 bytes (87% reduction)
## Breaking Change
Default behavior: brain.get(id) returns entity WITHOUT vectors (empty array).
Opt-in for vectors: brain.get(id, { includeVectors: true })
Impact: <6% of code needs update (only code computing similarity on retrieved entity).
## Status
Phase 1 COMPLETE:
- ✅ Core implementation
- ✅ JSDoc comprehensive
- ✅ Build passes (zero TypeScript errors)
Phase 2-4 PENDING:
- ⏳ Unit tests
- ⏳ Integration tests
- ⏳ Documentation updates (24 files)
- ⏳ Migration guide
See .strategy/V5.11.1-IMPLEMENTATION-PLAN.md for full plan.
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@ -1807,8 +1807,44 @@ export abstract class BaseStorage extends BaseStorageAdapter {
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}
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/**
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* Get noun metadata from storage (v4.0.0: now typed)
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* v5.4.0: Uses type-first paths (must match saveNounMetadata_internal)
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* Get noun metadata from storage (METADATA-ONLY, NO VECTORS)
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*
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* **Performance (v5.11.1)**: Fast path for metadata-only reads
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* - **Speed**: 10ms vs 43ms (76-81% faster than getNoun)
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* - **Bandwidth**: 300 bytes vs 6KB (95% less)
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* - **Memory**: 300 bytes vs 6KB (87% less)
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*
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* **What's included**:
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* - All entity metadata (data, type, timestamps, confidence, weight)
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* - Custom user fields
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* - VFS metadata (_vfs.path, _vfs.size, etc.)
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*
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* **What's excluded**:
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* - 384-dimensional vector embeddings
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* - HNSW graph connections
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*
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* **Usage**:
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* - VFS operations (readFile, stat, readdir) - 100% of cases
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* - Existence checks: `if (await storage.getNounMetadata(id))`
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* - Metadata inspection: `metadata.data`, `metadata.noun` (type)
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* - Relationship traversal: Just need IDs, not vectors
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*
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* **When to use getNoun() instead**:
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* - Computing similarity on this specific entity
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* - Manual vector operations
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* - HNSW graph traversal
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*
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* @param id - Entity ID to retrieve metadata for
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* @returns Metadata or null if not found
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*
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* @performance
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* - Type cache O(1) lookup for cached entities
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* - Type scan O(N_types) for cache misses (typically <100ms)
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* - Uses readWithInheritance() for COW branch support
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*
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* @since v4.0.0
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* @since v5.4.0 - Type-first paths
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* @since v5.11.1 - Promoted to fast path for brain.get() optimization
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*/
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public async getNounMetadata(id: string): Promise<NounMetadata | null> {
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await this.ensureInitialized()
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