Commit graph

4 commits

Author SHA1 Message Date
fe4de2f7a0 fix(README, src/utils): bump version to 0.9.11
- Updated `npm` shield in `README.md` to reflect the new version (v0.9.11).
- Incremented `VERSION` constant in `src/utils/version.ts` to align with the release update.

These changes ensure documentation and source files remain consistent with the latest release version.
2025-06-27 14:07:39 -07:00
bba9a0c219 feat(src/brainyData, src/utils): enhance embedding efficiency with batch processing and initialize safeguards
- Added batch embedding support with `defaultBatchEmbeddingFunction`, leveraging shared model instances for optimized performance.
- Integrated `isInitializing` flag to prevent recursive initialization and ensure smooth concurrent operation handling during `BrainyData` initialization.
- Pre-loaded Universal Sentence Encoder in `BrainyData` to prevent delays during embedding.
- Introduced fallback mechanisms in embedding initialization for better error resiliency and model reusability.
- Updated `addBatch` with support for batchSize and refactored text/vector processing logic for clearer separation and memory management.
- Improved GPU and CPU backend selection in Universal Sentence Encoder for compatibility across environments.
- Enhanced memory management by cleaning tensors after embedding operations.
- Updated README with instructions for batch embedding, threading updates, and GPU/CPU optimizations.
2025-06-27 14:06:59 -07:00
da1fe27e25 feat(README): add GPU acceleration and detailed performance optimizations
Updated the README to include details on GPU acceleration using WebGL for compute-intensive tasks, automatic CPU fallback, and multithreading improvements. Added descriptions for GPU-accelerated distance functions and performance configuration options. Enhanced documentation for better clarity and usability.
2025-06-26 10:56:04 -07:00
5a8a6c1ba3 Initial commit 2025-06-24 11:41:30 -07:00