feat: add neural extraction APIs with NounType taxonomy

Add brain.extract() and brain.extractConcepts() methods that use
NeuralEntityExtractor with embeddings and sophisticated NounType
taxonomy (30+ entity types) for semantic entity and concept extraction.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
David Snelling 2025-09-29 13:51:47 -07:00
parent 27cc699555
commit dd50d89ad6
41 changed files with 3807 additions and 7391 deletions

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> Transform your filesystem into an intelligent knowledge graph where every file is a living entity with semantic understanding, relationships, and AI-powered organization.
## 🧠 Knowledge Layer Available!
## 📚 Complete VFS Documentation
**For advanced features like semantic versioning, persistent entities, and universal concepts, see:**
- **[Knowledge Layer Overview](../KNOWLEDGE_LAYER_OVERVIEW.md)** - Non-technical introduction
- **[Knowledge Layer API](KNOWLEDGE_LAYER_API.md)** - Advanced features and capabilities
- **[Real-World Examples](KNOWLEDGE_LAYER_EXAMPLES.md)** - Complete use cases for stories, APIs, research, and more
- **[VFS API Guide](VFS_API_GUIDE.md)** - Complete filesystem API reference
**Essential guides to get started:**
- **[VFS Core](VFS_CORE.md)** - Complete filesystem architecture and API
- **[Semantic VFS](SEMANTIC_VFS.md)** - Multi-dimensional file access (6 semantic dimensions)
- **[Neural Extraction](NEURAL_EXTRACTION.md)** - AI-powered concept and entity extraction
- **[Examples & Scenarios](VFS_EXAMPLES_SCENARIOS.md)** - Real-world use cases and code
- **[VFS API Guide](VFS_API_GUIDE.md)** - Complete API reference
## What is Brainy VFS?