David Snelling
e46f63c2a1
- Added `cache-configuration.md` under `docs/guides`:
- Detailed multi-level cache system (hot, warm, cold) overview.
- Explained new adaptive tuning capabilities:
- Memory-based adjustments across Node.js, Browser, and Worker environments.
- Dynamic sizing for read-heavy/write-heavy workloads.
- Environment-specific configurations for optimal caching.
- Included best practices for large datasets, memory-constrained and read-only environments.
- Added monitoring and advanced manual tuning instructions.
- Modified `cacheManager.ts`:
- Introduced `environmentConfig` for tailored per-environment cache settings.
- Enhanced auto-tuning with support for dynamic memory detection and cache hit/miss ratio.
- Added fine-grained tuning for eviction thresholds, TTLs, and batch sizes based on workload characteristics.
- Improved adaptive tuning with async memory detection and detailed cache statistics tracking.
**Purpose**: Provide developers with detailed guidance and dynamic tools for optimizing Brainy's cache system, ensuring better performance across diverse environments and workloads.
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| .. | ||
| augmentations | ||
| errors | ||
| examples | ||
| hnsw | ||
| mcp | ||
| models/universal-sentence-encoder | ||
| storage | ||
| testing | ||
| types | ||
| utils | ||
| augmentationFactory.ts | ||
| augmentationPipeline.ts | ||
| augmentationRegistry.ts | ||
| augmentationRegistryLoader.ts | ||
| brainyData.ts | ||
| coreTypes.ts | ||
| index.ts | ||
| patched-platform-node.ts | ||
| pipeline.ts | ||
| sequentialPipeline.ts | ||
| setup.ts | ||
| unified.ts | ||
| worker.js | ||
| worker.ts | ||