### Changes:
- **Favicon Update**: Replaced the relative favicon path with an absolute URL pointing to the GitHub-hosted file.
- **Header Redesign**: Improved header layout with a more modern and aligned flexbox structure. Adjusted logo size and added a left-aligned text section.
- **Styling Enhancements**:
- Introduced new styles for zoom controls, Google-like search results, and result clusters.
- Updated padding, alignment, and hover states for buttons and interactive elements.
- Refined visual hierarchy in sections with updated margins, sizes, and typography.
- **Added `What Can You Build?` Section**: Highlighted potential use cases for Brainy (e.g., semantic search, recommendation systems, adaptive experiences).
- **Improved Demo Steps**:
- Refactored interactive demo into guided "steps" for better usability.
- Added tooltips to clarify button functionality.
- Updated step titles and descriptions for clarity and conciseness.
- **Code Samples**:
- Simplified JavaScript import instructions for Node.js and browser environments.
- Highlighted CDN options for easier library access.
- **Advanced Features & New Controls**:
- Introduced new backup, restore, and additional operation buttons for database management.
- Added zoom-in, zoom-out, and zoom-to-fit controls for visualizations.
- Enhanced semantic search with dynamic filtering and guidance for queries.
### Purpose:
Updated the interactive demo to improve its usability, visual appeal, and feature coverage. These enhancements make the demo more user-friendly and better illustrate Brainy's capabilities, aiding developers in exploring and understanding the platform.
### Changes:
- Updated button label in `examples/demo.html` from "Restore Sparse Data" to "Import Sparse Data".
- Replaced references to `restoreSparseData` with `importSparseData` across code:
- Event listener for the sparse data button now uses `importSparseData`.
- Function name changed to `importSparseData` to reflect new terminology.
- Logging messages updated for consistency ("restored" -> "imported").
- Modified the database operation to use `importSparseData` for better alignment with the updated terminology.
### Purpose:
Improved clarity and consistency in terminology related to sparse data operations. The term "import" better aligns with its functionality and enhances user understanding across the application.
### Changes:
- Updated README.md:
- Refined the project description to highlight its lightweight and powerful nature.
- Enhanced feature list, replacing outdated entries with modern updates (e.g., TensorFlow integration replacing LLM creation).
- Included detailed installation and usage instructions for TensorFlow.js support and embedding workflows.
- Added "Usage Options" section to define different import methods and supported environments.
- Expanded "Backup and Restore" details, showcasing CLI and scripting examples.
- Introduced optimized HNSW indexing for large datasets.
- Replaced examples with a unified and simplified demonstration approach.
- Embedded advanced build and environment-specific configurations for better clarity.
- Removed outdated content related to language model generation, including LLM-related commands and examples.
- Added README.demo.md with full instructions for running the interactive demo.
### Purpose:
This update modernizes the documentation and focuses on Brainy’s current capabilities, simplifying onboarding for new users while removing deprecated features. It also streamlines project understanding, enabling developers to better utilize its features in diverse environments.
Standardized documentation by adding a centered Brainy logo across README files, examples, and guides. Adjusted text formatting for consistency, improved alignment, and readability of feature descriptions and examples.
Introduced `pluginLoader.ts` to enable loading and configuring augmentation plugins from external packages. Added `examples/externalPlugins.js` to demonstrate usage. Enhanced storage status reporting in `opfsStorage` and `BrainyData` with detailed storage capacity and usage methods. Updated README with an external plugin usage guide.
Changed package name and imports to use the @soulcraft scope. Updated `README.md` to reflect the use of a private npm package and added publishing/installing instructions. Configured `package.json` with `private: true` and restricted access for publishing. Updated demo link to the correct GitHub repository.
