- Added `test-browser-worker.html` to demonstrate threading with Web Workers in browser environments.
- Added `test-fallback.html` to verify fallback functionality when threading is unavailable.
- Created `THREADING.md` to document unified threading implementation, including Node.js Worker Threads, Web Workers, and fallback mechanisms.
- Updated Node.js version requirement in `README.md` and `package.json` to `>=24.0.0` for compatibility with improved Worker Threads API.
- Enhanced `workerUtils.ts` to implement threading with a worker pool for Node.js and added Web Worker execution logic for browsers.
- Enabled environment-aware threading availability in `environment.ts`.
- Updated `rollup.config.js` to include CLI configurations for streamlined builds.
- Adjusted `.gitignore` to exclude test artifacts and package files.
These changes provide comprehensive testing and documentation of threading functionality, improve cross-environment compatibility, and enhance developer workflows.
- Introduced a `dry-run` script to simulate `npm pack` actions without creating a package archive.
- Updated the `postinstall` script to adhere to consistent formatting.
These changes improve developer workflows by enabling validation of package contents before publishing and ensuring consistency.
- Created `scripts/check-code-style.js` to enforce coding standards.
- Includes ESLint, Prettier checks, and custom semicolon rule validation.
- Outputs actionable feedback for style violations.
- Updated `CONTRIBUTING.md` to document new code style workflows and commands.
- Added style commands to `package.json`:
- `lint`, `lint:fix`, `format`, `check-format`, and `check-style`.
- Refactored `demo/index.html` to use `Object.defineProperty` for better global property management and prevent conflicts.
These changes enhance the automation of code quality checks, streamline developer workflows, and improve reliability in global property handling for the demo.
- 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.
Replaced `@tensorflow/tfjs` and `@tensorflow/tfjs-layers` with `@tensorflow/tfjs-backend-webgl` to optimize backend performance and reduce unused package imports.
