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README.md
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README.md
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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://github.com/sodal-project/cartographer))
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@ -36,7 +35,7 @@ it gets - learning from your data to provide increasingly relevant results and c
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- **Adaptive Intelligence** - Automatically optimizes for your environment and usage patterns
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- **Persistent Storage** - Data persists across sessions and scales to any size
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- **TypeScript Support** - Fully typed API with generics
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- **CLI Tools** - Powerful command-line interface for data management
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- **CLI Tools & Web Service** - Command-line interface and REST API web service for data management
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- **Model Control Protocol (MCP)** - Allow external AI models to access Brainy data and use augmentation pipeline as
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tools
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TensorFlow.js packages are included as bundled dependencies and will be automatically installed without any additional
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configuration.
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### Additional Packages
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Brainy offers specialized packages for different use cases:
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#### CLI Package
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```bash
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npm install -g @soulcraft/brainy-cli
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```
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Command-line interface for data management, bulk operations, and database administration.
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#### Web Service Package
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```bash
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npm install @soulcraft/brainy-web-service
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```
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REST API web service wrapper that provides HTTP endpoints for search operations and database queries.
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## 🏁 Quick Start
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Brainy uses a unified build that automatically adapts to your environment (Node.js, browser, or serverless):
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