David Snelling
12a0d3d281
- Introduced new documentation files under `docs/`: - `model-bundling-analysis.md`: Provides detailed analysis of current, bundled, hybrid, and dynamic model loading approaches, including pros, cons, and recommendations. - `model-management.md`: Explains how Brainy manages Universal Sentence Encoder models, including setup, usage, and troubleshooting. - `optional-model-bundling.md`: Details the `@soulcraft/brainy-models` package for offline reliability with pre-bundled models. - Added `src/utils/robustModelLoader.ts`: - Implements enhanced model loading with retry mechanisms, timeout handling, fallback URLs, and optional local model bundling. - Supports Node.js and browser environments with exponential backoff logic. - Key Updates: - **Hybrid Loading Strategy**: Recommended for balancing reliability and flexibility via hybrid online/offline mechanisms. - **Enhanced Fallback Scenarios**: Robust loader improves network-dependent reliability for embedding workflows. - **Offline Reliability Support**: Optional model bundling eliminates dependency on external services, supporting air-gapped and edge environments. **Purpose**: Introduce a hybrid model loading approach with robust options for |
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| .. | ||
| augmentations | ||
| errors | ||
| examples | ||
| hnsw | ||
| mcp | ||
| 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 | ||