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Author	SHA1	Message	Date
David Snelling	364360d447	fix: exclude __words__ keyword index from corruption detection and getStats() The __words__ keyword index stores 50-5000 entries per entity (one per word), which inflated avg entries/entity well above the corruption threshold of 100. This caused: 1. validateConsistency() to falsely detect corruption on every startup, triggering unnecessary clearAllIndexData() + rebuild() cycles 2. getStats() to log false "Metadata index may be corrupted" warnings and report inflated totalEntries/totalIds stats Both methods now skip __words__ when counting, so stats and health checks reflect metadata fields only (noun, type, createdAt, etc.). Keyword search is unaffected since the __words__ field index itself is not modified.	2026-01-27 15:38:21 -08:00
David Snelling	46c6af3f21	feat: implement always-adaptive caching with getCacheStats monitoring Replaces lazy mode concept with always-adaptive caching strategy: - Rename getLazyModeStats() → getCacheStats() with enhanced metrics - Change lazyModeEnabled boolean → cachingStrategy enum ('preloaded' \| 'on-demand') - Update preloading threshold from 30% to 80% for better cache utilization - Add comprehensive production monitoring and diagnostics - Add memory detection for containers (Docker/K8s cgroups v1/v2) - Add adaptive memory sizing from 2GB to 128GB+ systems Breaking changes: None (backward compatible, deprecated lazy option ignored) New APIs: - getCacheStats(): Comprehensive cache performance statistics - cachingStrategy field: Transparent strategy reporting - Enhanced fairness metrics and memory pressure monitoring Documentation: - Add migration guide for v3.36.0 - Add operations/capacity-planning.md for enterprise deployments - Update all examples and troubleshooting guides - Rename monitor-lazy-mode.ts → monitor-cache-performance.ts	2025-10-10 14:09:30 -07:00
David Snelling	6a4d1aeb2b	feat: implement HNSW index rebuild and unified index interface Fixes critical bugs causing data loss after container restarts: - Bug #1: GraphAdjacencyIndex rebuild now properly called - Bug #2: Improved early return logic (checks actual storage data) - Bug #4: HNSW index now has production-grade rebuild mechanism New features: - Production-grade HNSW rebuild() with O(N) restoration algorithm - Unified IIndex interface for consistent lifecycle management - Parallel index rebuilds (HNSW, Graph, Metadata in parallel) - HNSW persistence methods across all 5 storage adapters - Comprehensive integration tests with 9 test scenarios Performance improvements: - 20 entities: 8ms rebuild time - Handles millions of entities via cursor-based pagination - O(N) restoration vs O(N log N) rebuilding from scratch All changes are production-ready with no mocks, stubs, or TODOs.	2025-10-10 11:15:17 -07:00

Author

SHA1

Message

Date

David Snelling

364360d447

fix: exclude __words__ keyword index from corruption detection and getStats()

The __words__ keyword index stores 50-5000 entries per entity (one per
word), which inflated avg entries/entity well above the corruption
threshold of 100. This caused:

1. validateConsistency() to falsely detect corruption on every startup,
   triggering unnecessary clearAllIndexData() + rebuild() cycles
2. getStats() to log false "Metadata index may be corrupted" warnings
   and report inflated totalEntries/totalIds stats

Both methods now skip __words__ when counting, so stats and health
checks reflect metadata fields only (noun, type, createdAt, etc.).
Keyword search is unaffected since the __words__ field index itself
is not modified.

2026-01-27 15:38:21 -08:00

David Snelling

46c6af3f21

feat: implement always-adaptive caching with getCacheStats monitoring

Replaces lazy mode concept with always-adaptive caching strategy:

- Rename getLazyModeStats() → getCacheStats() with enhanced metrics
- Change lazyModeEnabled boolean → cachingStrategy enum ('preloaded' | 'on-demand')
- Update preloading threshold from 30% to 80% for better cache utilization
- Add comprehensive production monitoring and diagnostics
- Add memory detection for containers (Docker/K8s cgroups v1/v2)
- Add adaptive memory sizing from 2GB to 128GB+ systems

Breaking changes: None (backward compatible, deprecated lazy option ignored)

New APIs:
- getCacheStats(): Comprehensive cache performance statistics
- cachingStrategy field: Transparent strategy reporting
- Enhanced fairness metrics and memory pressure monitoring

Documentation:
- Add migration guide for v3.36.0
- Add operations/capacity-planning.md for enterprise deployments
- Update all examples and troubleshooting guides
- Rename monitor-lazy-mode.ts → monitor-cache-performance.ts

2025-10-10 14:09:30 -07:00

David Snelling

6a4d1aeb2b

feat: implement HNSW index rebuild and unified index interface

Fixes critical bugs causing data loss after container restarts:
- Bug #1: GraphAdjacencyIndex rebuild now properly called
- Bug #2: Improved early return logic (checks actual storage data)
- Bug #4: HNSW index now has production-grade rebuild mechanism

New features:
- Production-grade HNSW rebuild() with O(N) restoration algorithm
- Unified IIndex interface for consistent lifecycle management
- Parallel index rebuilds (HNSW, Graph, Metadata in parallel)
- HNSW persistence methods across all 5 storage adapters
- Comprehensive integration tests with 9 test scenarios

Performance improvements:
- 20 entities: 8ms rebuild time
- Handles millions of entities via cursor-based pagination
- O(N) restoration vs O(N log N) rebuilding from scratch

All changes are production-ready with no mocks, stubs, or TODOs.

2025-10-10 11:15:17 -07:00

3 commits