Added several badges for TypeScript, TensorFlow, and Cartographer. Expanded on iConduit augmentations with WebSocket and WebRTC details, revised feature descriptions, and introduced a related projects section. Updated examples for improved clarity.
Implemented a WebSocket API for real-time communication and REST API routes for CRUD operations on nouns and verbs. Added a server initialization script with WebSocket server integration and improved application structure with modularized routing and services.
Introduced a cloud deployment wrapper for Brainy supporting AWS Lambda, Google Cloud Run, and Cloudflare Workers. Added configuration options, deployment scripts, and API reference. Updated `README.md` with contribution guidelines and cloud deployment documentation.
Implemented WebSocketConduitAugmentation and WebRTCConduitAugmentation for syncing Brainy instances. Added comprehensive usage examples to showcase data synchronization via WebSocket and WebRTC.
Incremented version to 0.7.5 across `version.ts` and `README.md`. Introduced WebSocket and WebRTC conduit augmentations in codebase and documented usage examples thoroughly in `README.md`.
Rebranded from "Soulcraft Brainy" to "Brainy" throughout `README.md`. Improved readability by reformatting long paragraphs and restructuring lists for better clarity.
Upgraded minimum Node.js version from 18.0.0 to 23.11.0 across `README.md`, `package.json`, and `version.ts`. Optimized distance utilities and pipelines to leverage Node.js 23.11+ native performance improvements (e.g., `array.reduce`, WebStreams API). Incremented version to 0.7.4 for consistency.
Updated `README.md` to reflect version `0.7.3` with improved feature descriptions and scaling highlights. Enhanced the versioning script to automatically update the version badge in `README.md` for consistency. Incremented `version.ts` to `0.7.3`.
Enhanced the `README.md` with more engaging and user-friendly descriptions, highlighting Brainy's adaptability and intelligence. Introduced new sections detailing adaptive intelligence, data pipeline enhancements, and use case expansion. Removed outdated dependencies from `package-lock.json`. Updated `version.ts` to `0.7.2`.
Introduced a script to generate a `version.ts` file exporting the package version from `package.json`. This simplifies accessing version data in the CLI, especially for global installations. Included auto-generated `version.ts` in the project structure.
Introduced `generateRandomGraph` method to create randomized graphs with configurable entity counts and types, supporting automated testing and experimentation. Enhanced metadata vectorization logic to handle various metadata formats reliably, ensuring compatibility and fallback mechanisms during embedding. Updated `README.md` with detailed feature descriptions and usage guides.
Enhanced the installation section with guidance on resolving TensorFlow.js dependency conflicts using `--legacy-peer-deps`. Added CLI autocomplete setup instructions to improve user experience. Suppressed specific TensorFlow.js Node.js backend warnings in the embedding utils. Updated dependencies to the latest versions.
Added a comprehensive command-line interface (CLI) for interacting with the Brainy vector database. The CLI supports various operations, including database initialization, adding/searching nouns, managing relationships, and querying database status. Enhanced type validation logic for nouns and verbs to ensure consistency and enforce default types for invalid inputs. Updated test scripts to verify type validation and edge cases.
Updated search methods to support `includeVerbs` for retrieving associated verbs in results. Enhanced edge creation to allow metadata embedding when no vector is provided. Improved query handling and vectorization logic for consistent processing.
Expanded the documentation to include comprehensive usage scenarios, advanced configurations, and clearer explanations of Brainy's capabilities. Improved formatting and structure for better readability and accessibility.
Added extensive configuration support for storage adapters, including S3-compatible storage (R2, Amazon S3, Google Cloud Storage). Introduced environment variable fallback for seamless cloud integration. Updated createStorage logic for improved compatibility. Implemented read-only mode to restrict write operations and provide a safer database configuration.
Added the `SequentialPipeline` class for structured augmentation execution. Integrated threading capabilities via the `THREADED` execution mode in `augmentationPipeline`. Enhanced WebSocket support for real-time data processing through pipelines.
Introduced new utilities for detecting execution environments (browser, Node.js, Web Worker) and checking threading availability. Added `workerUtils` for executing functions in Web Workers or Worker Threads seamlessly based on the environment.
Added `FileSystemStorage` and exports for sequential pipelines, including `SequentialPipeline` and related types (`PipelineResult`, `SequentialPipelineOptions`).
Introduced configurable read-only mode for databases to restrict write operations. Added support for S3-compatible storage services, including Cloudflare R2, Amazon S3, and Google Cloud Storage. Updated `README.md` with usage examples and configuration details.
Deleted all Firestore augmentation, storage, sync implementations, and related type definitions. Removed the FirestoreSync example file as part of the cleanup for disabled Firestore functionality.
Commented out all Firestore-related code across the project, including sync, storage, and vector search features. Removed Firebase dependencies (`firebase`, `firebase-admin`) from `package.json`. Updated `README.md` to reflect the temporary unavailability of Firestore features.
Introduced Firestore vector search integration using `@firebase/firestore-vector-search`. Added support for restricting searches by specific noun types to optimize performance and relevance. Updated `README.md` to document the new functionality and usage examples.
Refactored memory augmentation methods to return `Promise<AugmentationResponse>` for async handling. Introduced a new `search` method for vector similarity searches within the memory system.
Applied consistent indentation and line-breaking rules to code and text sections in `README.md`, ensuring better formatting and alignment for readability. No functional changes made.
Deleted `examples/externalPlugins.js` and `pluginLoader.ts` as they are no longer used. Updated all `.ts` imports to `.js` across the codebase. Added `MemberOf` to `VerbType` and filtered disabled augmentations in `executeAugmentationPipeline`. Updated documentation to reflect new augmentation registration process. Removed deprecated `allowImportingTsExtensions` from `tsconfig.json`.
Improved the fallback sequence for storage initialization by adding a secondary attempt to use FileSystemStorage in browser environments before defaulting to in-memory storage. Enhanced error handling and logging for unavailable storage options.
Updated error messages for initialization failures to use "BrainyData" for clarity. Enhanced `getStorageStatus` to handle storage adapters without the `getStorageStatus` method, ensuring proper reporting of storage type, usage, and adapter details.
