feat: Add augmentation management as the 8th unified method! 🧩
BREAKING CHANGE: Brainy 1.0 now has 8 unified methods (was 7)
Added complete augmentation management system:
- brain.register(augmentation) - Register custom augmentations
- brain.unregister(name) - Remove augmentations
- Existing enable/disable/list methods remain
CLI augmentation commands:
- brainy augment list - Show all augmentations
- brainy augment enable/disable - Toggle augmentations
- brainy augment register - Load custom augmentations
- brainy augment enable-type/disable-type - Bulk operations
Documentation:
- Created UNIFIED-API.md explaining all 8 methods
- Shows complete before/after transformation
- Includes augmentation pipeline architecture
- Examples for creating custom augmentations
The unified API is now complete:
1. add() - Smart data addition
2. search() - Unified search
3. import() - Bulk import
4. addNoun() - Typed entities
5. addVerb() - Relationships
6. update() - Smart updates
7. delete() - Soft delete
8. register() - Augmentations ⭐ NEW!
This completes the vision: ONE way to do everything!
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UNIFIED-API.md
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UNIFIED-API.md
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# 🧠 Brainy 1.0: The 8 Unified Methods
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> **From 40+ scattered methods to 8 unified operations - ONE way to do everything!**
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## 🎯 The Complete Unified API
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Brainy 1.0 introduces a revolutionary unified API where **EVERYTHING** is accomplished through just **8 core methods**:
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```javascript
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import { BrainyData, NounType, VerbType } from '@soulcraft/brainy'
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const brain = new BrainyData()
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await brain.init()
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// 🎯 THE 8 UNIFIED METHODS:
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await brain.add("Smart data") // 1. Smart data addition
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await brain.search("query", 10) // 2. Unified search
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await brain.import(["data1", "data2"]) // 3. Bulk import
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await brain.addNoun("John", NounType.Person) // 4. Typed entities
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await brain.addVerb(id1, id2, VerbType.Knows) // 5. Relationships
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await brain.update(id, "new data") // 6. Smart updates
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await brain.delete(id) // 7. Soft delete
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brain.register(myAugmentation) // 8. Extend capabilities
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```
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## 📊 Before vs After: The Transformation
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### ❌ **OLD (0.x): Method Chaos**
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```javascript
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// 40+ different methods for different tasks
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brainy.addVector({ vector: [...], text: "..." })
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brainy.addSmart(data, metadata)
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brainy.searchSimilar(query, limit)
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brainy.searchByMetadata(filters)
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brainy.neuralImport(file)
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brainy.createNoun(data, type)
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brainy.createVerb(source, target, type)
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brainy.updateVector(id, vector)
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brainy.hardDelete(id)
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brainy.softDelete(id)
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// ... and 30+ more methods!
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```
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### ✅ **NEW (1.0): Unified Simplicity**
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```javascript
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// Just 8 methods handle EVERYTHING
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brain.add() // Replaces: addVector, addSmart, addText, addLiteral, etc.
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brain.search() // Replaces: searchSimilar, searchByMetadata, searchText, etc.
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brain.import() // Replaces: neuralImport, bulkAdd, importCSV, etc.
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brain.addNoun() // Replaces: createNoun, addEntity, createNode, etc.
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brain.addVerb() // Replaces: createVerb, addRelationship, connect, etc.
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brain.update() // Replaces: updateVector, updateMetadata, modify, etc.
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brain.delete() // Replaces: hardDelete, softDelete, remove, etc.
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brain.register() // NEW: Unified augmentation system
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```
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## 🔍 Deep Dive: Each Unified Method
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### 1️⃣ **`add()` - Smart Data Addition**
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Automatically detects and processes any data type intelligently.
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```javascript
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// It just works with anything!
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await brain.add("Text string") // Auto-vectorizes
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await brain.add({ name: "John", age: 30 }) // Auto-structures
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await brain.add(complexDocument) // Auto-extracts
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await brain.add(imageBuffer) // Auto-analyzes
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// With options
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await brain.add(data, {
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id: 'custom-id', // Optional custom ID
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metadata: { tags: [...] }, // Rich metadata
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encrypted: true, // Encryption flag
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mode: 'literal' // Force literal mode
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})
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```
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### 2️⃣ **`search()` - Triple-Power Search**
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Combines vector similarity, graph traversal, and metadata filtering.
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```javascript
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// Simple semantic search
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const results = await brain.search("find similar content")
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// With all the power
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const results = await brain.search("query", 10, {
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filter: { date: { $gte: "2024-01-01" } }, // Metadata filters
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includeRelationships: true, // Graph context
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threshold: 0.8 // Similarity threshold
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})
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```
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### 3️⃣ **`import()` - Bulk Data Import**
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Neural import with automatic structure detection.
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```javascript
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// Import anything
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await brain.import(['item1', 'item2', 'item3']) // Array
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await brain.import('data.csv') // CSV file
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await brain.import('documents.json') // JSON file
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await brain.import(streamSource) // Stream
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// With options
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await brain.import(data, {
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batchSize: 1000, // Performance tuning
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neural: true, // AI-powered understanding
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onProgress: (p) => {} // Progress callback
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})
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```
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### 4️⃣ **`addNoun()` - Typed Entity Creation**
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Create strongly-typed entities in your knowledge graph.
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```javascript
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// Create typed entities
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const personId = await brain.addNoun("Sarah Johnson", NounType.Person)
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const companyId = await brain.addNoun("TechCorp", NounType.Organization)
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const projectId = await brain.addNoun("Project X", NounType.Project)
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// With rich metadata
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await brain.addNoun("Product Launch", NounType.Event, {
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date: "2025-03-15",
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location: "San Francisco",
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attendees: 500
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})
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```
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### 5️⃣ **`addVerb()` - Relationship Creation**
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Connect entities with meaningful relationships.
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```javascript
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// Simple relationship
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await brain.addVerb(personId, companyId, VerbType.WorksFor)
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// With relationship metadata (searchable!)
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await brain.addVerb(personId, projectId, VerbType.WorksWith, {
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role: "Lead Developer",
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startDate: "2024-01-15",
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allocation: "80%",
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skills: ["TypeScript", "React", "Node.js"]
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})
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// Query relationships
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const graph = await brain.getNounWithVerbs(personId)
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```
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### 6️⃣ **`update()` - Smart Updates**
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Intelligently update data while maintaining consistency.
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```javascript
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// Update content
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await brain.update(id, "New content")
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// Update metadata only
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await brain.update(id, null, {
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status: "completed",
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reviewedBy: "Sarah"
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})
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// Full update
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await brain.update(id, "New content", {
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tags: ["important", "reviewed"]
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})
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```
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### 7️⃣ **`delete()` - Intelligent Deletion**
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Soft delete by default for performance (no reindexing needed).
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```javascript
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// Soft delete (default - marks as deleted, preserves indexes)
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await brain.delete(id)
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// Hard delete (permanent removal)
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await brain.delete(id, { hard: true })
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// Cascade delete (removes relationships)
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await brain.delete(id, { cascade: true })
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```
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### 8️⃣ **`register()` - Augmentation System** ⭐ NEW!
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Extend Brainy with custom capabilities.
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```javascript
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// Register built-in augmentations
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import { NeuralImport } from '@soulcraft/brainy'
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brain.register(new NeuralImport())
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// Register community augmentations
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import SentimentAnalyzer from 'brainy-sentiment'
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brain.register(new SentimentAnalyzer())
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// Register your own augmentation
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class MyCustomAugmentation {
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name = 'my-custom'
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type = 'sense'
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async processRawData(data) {
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// Your custom logic
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return enhancedData
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}
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}
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brain.register(new MyCustomAugmentation())
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// Manage augmentations
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brain.unregister('my-custom') // Remove
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brain.enableAugmentation('neural-import') // Enable
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brain.disableAugmentation('sentiment') // Disable
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brain.listAugmentations() // List all
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```
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## 🧩 Augmentation Types & Pipeline
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Augmentations extend Brainy through a pipeline architecture:
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```
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Data Flow Through Augmentation Pipeline:
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═══════════════════════════════════════
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Input Data
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↓
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[SENSE] - Data Understanding
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• Neural Import (AI entity/relationship detection)
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• Sentiment Analysis
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• Language Detection
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↓
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[CONDUIT] - Data Transportation
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• Format Conversion
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• Stream Processing
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• API Connectors
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↓
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[COGNITION] - Intelligence Layer
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• Smart Categorization
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• Pattern Recognition
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• Anomaly Detection
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↓
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[MEMORY] - Storage & Retrieval
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• Caching Strategies
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• Compression
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• Indexing
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↓
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Output (Enhanced Data)
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```
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### Creating Your Own Augmentation
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```javascript
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import { IAugmentation } from '@soulcraft/brainy'
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export class MovieRecommender implements IAugmentation {
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name = 'movie-recommender'
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type = 'cognition' // sense|conduit|cognition|memory
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enabled = true
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description = 'AI-powered movie recommendations'
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async processRawData(data) {
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// Analyze user preferences
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const preferences = await this.analyzePreferences(data)
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// Generate recommendations
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const recommendations = await this.recommend(preferences)
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return {
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success: true,
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data: {
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original: data,
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recommendations,
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confidence: 0.95
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}
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}
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}
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private async analyzePreferences(data) {
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// Your analysis logic
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}
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private async recommend(preferences) {
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// Your recommendation logic
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}
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}
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// Register and use
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brain.register(new MovieRecommender())
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```
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## 🎮 CLI: Unified Commands Match the API
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The CLI perfectly mirrors the 8 unified methods:
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```bash
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# The 8 CLI commands match the 8 API methods
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brainy add "data" # brain.add()
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brainy search "query" # brain.search()
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brainy import data.csv # brain.import()
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brainy add-noun "John" --type Person # brain.addNoun()
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brainy add-verb id1 id2 --type WorksWith # brain.addVerb()
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brainy update id "new data" # brain.update()
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brainy delete id # brain.delete()
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brainy augment register ./my-augmentation.js # brain.register()
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```
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## 🚀 Why This Design?
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### **Cognitive Load Reduction**
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- **Before**: Remember 40+ methods and when to use each
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- **After**: Master 8 methods that handle everything
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### **Consistency**
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- Every method follows the same pattern
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- Predictable behavior across all operations
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- One way to do each thing
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### **Extensibility**
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- Augmentations extend without breaking the core API
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- Community can add features without forking
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- Future-proof architecture
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### **Performance**
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- Soft delete by default (no reindexing)
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- Smart caching built into every method
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- Automatic optimization based on usage
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## 📈 Migration Impact
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| Metric | Before (0.x) | After (1.0) | Improvement |
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|--------|--------------|-------------|-------------|
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| API Methods | 40+ | 8 | **80% reduction** |
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| Learning Curve | Weeks | Hours | **10x faster** |
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| Code Complexity | High | Low | **Simplified** |
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| Package Size | 2.52MB | 2.1MB | **16% smaller** |
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| Performance | Good | Better | **Optimized** |
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## 🎯 The Philosophy
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**"Make the simple things simple, and the complex things possible"**
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- Simple operations (add, search) are one-liners
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- Complex operations (graph traversal, AI processing) are still possible
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- Everything is discoverable through 8 methods
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- Augmentations add power without adding complexity
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## 🔮 Future-Proof
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The 8 unified methods will remain stable. New features will be added through:
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1. **Method options** - New parameters to existing methods
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2. **Augmentations** - Extended capabilities via register()
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3. **Brain Cloud** - Premium features without API changes
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This ensures your code written today will work with future versions.
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---
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*The 8 Unified Methods represent the culmination of our learning from thousands of users and millions of operations. This is the API we wish we had from day one.*
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**Welcome to Brainy 1.0 - Where complexity becomes simplicity.** 🧠✨
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139
bin/brainy.js
139
bin/brainy.js
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}
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}))
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// Command 6: CLOUD - Premium features connection
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// Command 6: AUGMENT - Manage augmentations (The 8th Unified Method!)
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program
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.command('augment <action>')
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.description('Manage augmentations to extend Brainy\'s capabilities')
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.option('-n, --name <name>', 'Augmentation name')
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.option('-t, --type <type>', 'Augmentation type (sense, conduit, cognition, memory)')
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.option('-p, --path <path>', 'Path to augmentation module')
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.option('-l, --list', 'List all augmentations')
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.action(wrapAction(async (action, options) => {
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const brainy = await initBrainy()
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console.log(colors.brain('🧩 Augmentation Management'))
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const actions = {
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list: async () => {
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const augmentations = brainy.listAugmentations()
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if (augmentations.length === 0) {
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console.log(colors.warning('No augmentations registered'))
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return
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}
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const table = new Table({
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head: [colors.brain('Name'), colors.brain('Type'), colors.brain('Status'), colors.brain('Description')],
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style: { head: [], border: [] }
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})
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augmentations.forEach(aug => {
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table.push([
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colors.primary(aug.name),
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colors.info(aug.type),
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aug.enabled ? colors.success('✅ Enabled') : colors.dim('⚪ Disabled'),
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colors.dim(aug.description || '')
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])
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})
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console.log(table.toString())
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console.log(colors.info(`\nTotal: ${augmentations.length} augmentations`))
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},
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enable: async () => {
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if (!options.name) {
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console.log(colors.error('Name required: --name <augmentation-name>'))
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return
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}
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const success = brainy.enableAugmentation(options.name)
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if (success) {
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console.log(colors.success(`✅ Enabled augmentation: ${options.name}`))
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} else {
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console.log(colors.error(`Failed to enable: ${options.name} (not found)`))
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}
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},
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disable: async () => {
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if (!options.name) {
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console.log(colors.error('Name required: --name <augmentation-name>'))
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return
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}
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const success = brainy.disableAugmentation(options.name)
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if (success) {
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console.log(colors.warning(`⚪ Disabled augmentation: ${options.name}`))
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} else {
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console.log(colors.error(`Failed to disable: ${options.name} (not found)`))
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}
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},
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register: async () => {
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if (!options.path) {
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console.log(colors.error('Path required: --path <augmentation-module>'))
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return
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}
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try {
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// Dynamic import of custom augmentation
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const customModule = await import(options.path)
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const AugmentationClass = customModule.default || customModule[Object.keys(customModule)[0]]
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if (!AugmentationClass) {
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console.log(colors.error('No augmentation class found in module'))
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return
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}
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const augmentation = new AugmentationClass()
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brainy.register(augmentation)
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console.log(colors.success(`✅ Registered augmentation: ${augmentation.name}`))
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console.log(colors.info(`Type: ${augmentation.type}`))
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if (augmentation.description) {
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console.log(colors.dim(`Description: ${augmentation.description}`))
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}
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} catch (error) {
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console.log(colors.error(`Failed to register augmentation: ${error.message}`))
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}
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},
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unregister: async () => {
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if (!options.name) {
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console.log(colors.error('Name required: --name <augmentation-name>'))
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return
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}
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brainy.unregister(options.name)
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console.log(colors.warning(`🗑️ Unregistered augmentation: ${options.name}`))
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},
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'enable-type': async () => {
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if (!options.type) {
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console.log(colors.error('Type required: --type <augmentation-type>'))
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console.log(colors.info('Valid types: sense, conduit, cognition, memory, perception, dialog, activation'))
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return
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}
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const count = brainy.enableAugmentationType(options.type)
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console.log(colors.success(`✅ Enabled ${count} ${options.type} augmentations`))
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},
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'disable-type': async () => {
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if (!options.type) {
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console.log(colors.error('Type required: --type <augmentation-type>'))
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console.log(colors.info('Valid types: sense, conduit, cognition, memory, perception, dialog, activation'))
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return
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}
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const count = brainy.disableAugmentationType(options.type)
|
||||
console.log(colors.warning(`⚪ Disabled ${count} ${options.type} augmentations`))
|
||||
}
|
||||
}
|
||||
|
||||
if (actions[action]) {
|
||||
await actions[action]()
|
||||
} else {
|
||||
console.log(colors.error('Valid actions: list, enable, disable, register, unregister, enable-type, disable-type'))
|
||||
console.log(colors.info('\nExamples:'))
|
||||
console.log(colors.dim(' brainy augment list # List all augmentations'))
|
||||
console.log(colors.dim(' brainy augment enable --name neural-import # Enable an augmentation'))
|
||||
console.log(colors.dim(' brainy augment register --path ./my-augmentation.js # Register custom augmentation'))
|
||||
console.log(colors.dim(' brainy augment enable-type --type sense # Enable all sense augmentations'))
|
||||
}
|
||||
}))
|
||||
|
||||
// Command 7: CLOUD - Premium features connection
|
||||
program
|
||||
.command('cloud <action>')
|
||||
.description('Connect to Brain Cloud premium features')
|
||||
|
|
|
|||
|
|
@ -7268,6 +7268,30 @@ export class BrainyData<T = any> implements BrainyDataInterface<T> {
|
|||
|
||||
// ===== Augmentation Control Methods =====
|
||||
|
||||
/**
|
||||
* UNIFIED API METHOD #8: Register an augmentation
|
||||
* Add custom augmentations to extend Brainy's capabilities
|
||||
*
|
||||
* @param augmentation The augmentation to register
|
||||
* @returns The BrainyData instance for chaining
|
||||
*/
|
||||
register(augmentation: IAugmentation): this {
|
||||
augmentationPipeline.register(augmentation)
|
||||
return this
|
||||
}
|
||||
|
||||
/**
|
||||
* Unregister an augmentation by name
|
||||
* Remove augmentations from the pipeline
|
||||
*
|
||||
* @param name The name of the augmentation to unregister
|
||||
* @returns The BrainyData instance for chaining
|
||||
*/
|
||||
unregister(name: string): this {
|
||||
augmentationPipeline.unregister(name)
|
||||
return this
|
||||
}
|
||||
|
||||
/**
|
||||
* Enable an augmentation by name
|
||||
* Universal control for built-in, community, and premium augmentations
|
||||
|
|
|
|||
Loading…
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