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David Snelling 823cd5cf1b fix: update all Stage 2 references to Stage 3 CANONICAL type counts 
Comprehensive update of type count references from Stage 2 (31 nouns + 40 verbs)
to Stage 3 CANONICAL (42 nouns + 127 verbs) across entire codebase.

Changes (23 files):
- Core architecture: Memory tracking comments, speedup calculations
- Tests: Type count assertions, enum index expectations, memory benchmarks
- CLI: User-visible type count output
- Augmentations: Type detection comments
- Documentation: Architecture docs, guides, performance docs
- Type embeddings: Regenerated for all 169 types (338KB)

Specific updates:
- 31 → 42 (noun count): 38 occurrences
- 40 → 127 (verb count): 24 occurrences
- 124 → 168 bytes (noun array size): 5 occurrences
- 160 → 508 bytes (verb array size): 5 occurrences
- 284 → 676 bytes (total type tracking): 12 occurrences
- Enum indices updated to match Stage 3 reordering

Type embeddings regenerated:
- 42 noun embeddings (64.5 KB)
- 127 verb embeddings (194.8 KB)
- Total: 338 KB (was 108.8 KB)

All constants, arrays, and tests now consistent with Stage 3 taxonomy.

Fixes #v5.5.1-type-count-migration
2025-11-06 09:40:33 -08:00
..
distributed-system.md docs: update documentation for accurate v3.9.0 API examples and technical claims 2025-09-22 16:19:27 -07:00
enterprise-for-everyone.md feat: v5.1.0 - VFS auto-initialization and complete API documentation 2025-11-02 10:58:52 -08:00
framework-integration.md feat: enhance framework integration and simplify codebase 2025-09-15 14:54:13 -07:00
import-anything.md fix: update all Stage 2 references to Stage 3 CANONICAL type counts 2025-11-06 09:40:33 -08:00
import-flow.md feat: implement progressive flush intervals for streaming imports 2025-10-22 17:36:27 -07:00
import-progress-examples.md feat: comprehensive import progress tracking for all 7 formats 2025-10-24 14:45:46 -07:00
import-progress-implementation.md feat: comprehensive import progress tracking for all 7 formats 2025-10-24 14:45:46 -07:00
import-quick-reference.md fix: resolve HNSW concurrency race condition across all storage adapters 2025-10-29 15:24:20 -07:00
migrating-to-v4.md feat: add import API validation and v4.x migration guide 2025-10-21 15:25:12 -07:00
migration-3.36.0.md feat: implement always-adaptive caching with getCacheStats monitoring 2025-10-10 14:09:30 -07:00
model-loading.md fix: update all imports and references from BrainyData to Brainy 2025-09-30 17:09:15 -07:00
natural-language.md feat: v5.1.0 - VFS auto-initialization and complete API documentation 2025-11-02 10:58:52 -08:00
neural-api.md fix: update all imports and references from BrainyData to Brainy 2025-09-30 17:09:15 -07:00
nextjs-integration.md feat: enhance framework integration and simplify codebase 2025-09-15 14:54:13 -07:00
standard-import-progress.md feat: comprehensive import progress tracking for all 7 formats 2025-10-24 14:45:46 -07:00
streaming-imports.md feat: implement progressive flush intervals for streaming imports 2025-10-22 17:36:27 -07:00
vue-integration.md feat: enhance framework integration and simplify codebase 2025-09-15 14:54:13 -07:00