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feat: Universal Import with intelligent type matching (v2.1.0)

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✨ ONE universal import method for everything
- Auto-detects files, URLs, and raw data
- Intelligent noun/verb type matching using embeddings
- Support for JSON, CSV, YAML, and text formats
- Zero configuration required

🧠 Intelligent Type Matching
- Uses semantic embeddings to match 31 noun types
- Automatically detects 40 verb relationship types
- Confidence scores for type predictions
- Caching for improved performance

📦 Import Manager
- Centralized import logic with lazy loading
- Integrates NeuralImportAugmentation for AI processing
- Proper CSV parsing with quote handling
- Basic YAML support

🎯 Simplified API
- brain.import() - ONE method that handles everything
- Auto-detection of URLs and file paths
- Backwards compatible with existing code
- Clean, modern, delightful developer experience

📚 Documentation
- Comprehensive import guide in docs/guides/import-anything.md
- Examples for every format and use case
- Philosophy of simplicity and zero config

✅ Tests
- Full unit test coverage for import functionality
- Type matching tests for all 31 nouns and 40 verbs
- Tests for CSV, YAML, JSON, and text formats

BREAKING CHANGES: None - fully backward compatible
This commit is contained in:
David Snelling 2025-08-27 12:11:05 -07:00
parent 492267b509
commit 1ef01f394a
10 changed files with 1833 additions and 102 deletions
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README.md
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@ -11,7 +11,7 @@
**🧠 Brainy 2.0 - The Universal Knowledge Protocol™**
**World's first Triple Intelligence™ database**—unifying vector similarity, graph relationships, and document filtering in one magical API. Model ANY data from ANY domain using 24 standardized noun types × 40 verb types.
**World's first Triple Intelligence™ database**—unifying vector similarity, graph relationships, and document filtering in one magical API. Model ANY data from ANY domain using 31 standardized noun types × 40 verb types.
**Why Brainy Leads**: We're the first to solve the impossible—combining three different database paradigms (vector, graph, document) into one unified query interface. This breakthrough enables us to be the Universal Knowledge Protocol where all tools, augmentations, and AI models speak the same language.
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## 🎉 What's New in 2.0
- **World's First Triple Intelligence™**: Unified vector + graph + document in ONE query
- **Universal Knowledge Protocol**: 24 nouns × 40 verbs standardize all knowledge
- **Universal Knowledge Protocol**: 31 nouns × 40 verbs standardize all knowledge
- **Infinite Expressiveness**: Model ANY data with unlimited metadata
- **API Consolidation**: 15+ methods → 2 clean APIs (`search()` and `find()`)
- **Natural Language**: Ask questions in plain English