**docs: add comprehensive developer guide and update npm version**
- Introduced `DEVELOPERS.md` with detailed documentation for building, testing, publishing, and contributing to Brainy. - Updated `README.md` to link to the new developer guide, streamlining the main document structure by removing technical build details. - Updated npm version badge in `README.md` to `0.9.22`. - Added a changelog entry to `cli-package/README.md` for version `0.9.23` to document recent CLI updates. This update improves developer onboarding, centralizes developer resources, and aligns documentation with the latest releases.
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README.md
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README.md
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@ -6,7 +6,7 @@
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[](https://nodejs.org/)
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[](https://www.typescriptlang.org/)
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[](CONTRIBUTING.md)
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[](https://www.npmjs.com/package/@soulcraft/brainy)
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[](https://www.npmjs.com/package/@soulcraft/brainy)
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[//]: # ([](https://github.com/sodal-project/cartographer))
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@ -280,43 +280,6 @@ Brainy's pipeline is designed to handle streaming data efficiently:
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- Automatic thread management based on environment capabilities
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- Example: `executeTypedPipeline(augmentations, method, args, { mode: ExecutionMode.THREADED })`
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### Build System
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Brainy uses a modern build system that optimizes for both Node.js and browser environments:
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1. **ES Modules**
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- Built as ES modules for maximum compatibility
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- Works in modern browsers and Node.js environments
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- Separate optimized builds for browser and Node.js
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2. **Environment-Specific Builds**
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- **Node.js Build**: Optimized for server environments with full functionality
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- **Browser Build**: Optimized for browser environments with reduced bundle size
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- **CLI Build**: Separate build for command-line interface functionality
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- Conditional exports in package.json for automatic environment detection
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3. **Modular Architecture**
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- Core functionality and CLI are built separately
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- CLI (4MB) is only included when explicitly imported or used from command line
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- Reduced bundle size for browser and Node.js applications
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4. **Environment Detection**
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- Automatically detects whether it's running in a browser or Node.js
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- Loads appropriate dependencies and functionality based on the environment
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- Provides consistent API across all environments
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5. **TypeScript**
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- Written in TypeScript for type safety and better developer experience
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- Generates type definitions for TypeScript users
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- Compiled to ES2020 for modern JavaScript environments
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6. **Build Scripts**
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- `npm run build`: Builds the core library without CLI
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- `npm run build:browser`: Builds the browser-optimized version
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- `npm run build:cli`: Builds the CLI version (only needed for CLI usage)
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- `npm run prepare:cli`: Builds the CLI for command-line usage
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- `npm run demo`: Builds both core library and browser versions and starts a demo server
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- GitHub Actions workflow: Automatically deploys the demo directory to GitHub Pages when pushing to the main branch
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### Running the Pipeline
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@ -453,10 +416,6 @@ brainy visualize
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brainy visualize --root <id> --depth 3
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```
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### Publishing the CLI Package
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If you need to publish the CLI package to npm, please refer to the [CLI Publishing Guide](docs/publishing-cli.md) for
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detailed instructions.
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### Using the CLI in Your Code
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@ -473,15 +432,6 @@ import '@soulcraft/brainy/cli'
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This will only build and load the CLI when you explicitly import it, keeping your bundle size small when you don't need
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the CLI.
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### Development Usage
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```bash
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# Run the CLI directly from the source
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npm run cli help
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# Generate a random graph for testing
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npm run cli generate-random-graph --noun-count 20 --verb-count 40
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```
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### Available Commands
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@ -1303,75 +1253,15 @@ comprehensive [Scaling Strategy](scalingStrategy.md) document.
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- Node.js >= 24.0.0
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### Node.js 24 Optimizations
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Brainy takes advantage of several optimizations available in Node.js 24:
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1. **Improved Worker Threads Performance**: The multithreading system has been completely rewritten to leverage Node.js
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24's enhanced Worker Threads API, resulting in better performance for compute-intensive operations like embedding
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generation and vector similarity calculations.
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2. **Worker Pool Management**: A sophisticated worker pool system reuses worker threads to minimize the overhead of
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creating and destroying threads, leading to more efficient resource utilization.
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3. **Dynamic Module Imports**: Uses the new `node:` protocol prefix for importing core modules, which provides better
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performance and more reliable module resolution.
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4. **ES Modules Optimizations**: Takes advantage of Node.js 24's improved ESM implementation for faster module loading
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and execution.
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5. **Enhanced Error Handling**: Implements more robust error handling patterns available in Node.js 24 for better
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stability and debugging.
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These optimizations are particularly beneficial for:
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- Large-scale vector operations
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- Batch processing of embeddings
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- Real-time data processing pipelines
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- High-throughput search operations
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## Contributing
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For detailed contribution guidelines, please see [CONTRIBUTING.md](CONTRIBUTING.md).
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For developer documentation, including building, testing, and publishing instructions, please see [DEVELOPERS.md](DEVELOPERS.md).
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We have a [Code of Conduct](CODE_OF_CONDUCT.md) that all contributors are expected to follow.
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### Reporting Issues
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We use GitHub issues to track bugs and feature requests. Please use the provided issue templates when creating a new
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issue:
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- [Bug Report Template](.github/ISSUE_TEMPLATE/bug_report.md)
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- [Feature Request Template](.github/ISSUE_TEMPLATE/feature_request.md)
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### Code Style Guidelines
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Brainy follows a specific code style to maintain consistency throughout the codebase:
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1. **No Semicolons**: All code in the project should avoid using semicolons wherever possible
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2. **Formatting**: The project uses Prettier for code formatting
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3. **Linting**: ESLint is configured with specific rules for the project
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4. **TypeScript Configuration**: Strict type checking enabled with ES2020 target
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5. **Commit Messages**: Use the imperative mood and keep the first line concise
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### Development Workflow
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1. Fork the repository
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2. Create a feature branch
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3. Make your changes
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4. Submit a pull request
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### Badge Maintenance
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The README badges are automatically updated during the build process:
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1. **npm Version Badge**: The npm version badge is automatically updated to match the version in package.json when:
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- Running `npm run build` (via the prebuild script)
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- Running `npm version` commands (patch, minor, major)
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- Manually running `node scripts/generate-version.js`
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This ensures that the badge always reflects the current version in package.json, even before publishing to npm.
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## License
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[MIT](LICENSE)
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