- Add 'Why Brainy?' section showcasing cost savings vs traditional stack - Add 'Why Developers Love Brainy 1.0' with API comparison and features - Expand 'What Can You Build?' with realistic 1.0 examples: - Multi-agent AI systems with shared memory - Customer support bots with perfect memory - Recommendation engines with graph intelligence - Update architecture diagram to show unified 1.0 approach - Create dedicated quick-start-1.0.md guide with new unified API - Highlight 7 core methods vs previous 40+ methods - Showcase encryption, graph relationships, and smart defaults
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7.1 KiB
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227 lines
No EOL
7.1 KiB
Markdown
# Brainy 1.0 Quick Start Guide
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Get up and running with Brainy 1.0's unified API in just a few minutes!
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## 🎉 What's New in 1.0?
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Brainy 1.0 introduces the **unified API** - ONE way to do everything with just **7 core methods**:
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```javascript
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// 🎯 THE 7 UNIFIED METHODS:
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await brain.add("Smart data addition") // 1. Smart addition
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await brain.addNoun("John Doe", NounType.Person) // 2. Typed entities
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await brain.addVerb(id1, id2, VerbType.CreatedBy) // 3. Relationships
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await brain.search("smart data", 10) // 4. Vector search
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await brain.import(["data1", "data2"]) // 5. Bulk import
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await brain.update(id1, "Updated data") // 6. Smart updates
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await brain.delete(verb) // 7. Soft delete
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```
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## ⚡ The 2-Minute Setup
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### 1. Install Brainy 1.0
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```bash
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# Install the latest release candidate
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npm install @soulcraft/brainy@rc
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```
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### 2. Create Your First Smart Database
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```javascript
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import { BrainyData } from '@soulcraft/brainy'
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// Zero configuration - it just works!
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const brain = new BrainyData()
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await brain.init()
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// Smart data addition - automatically detects and processes
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const id1 = await brain.add("Elon Musk founded SpaceX in 2002")
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const id2 = await brain.add({ company: "Tesla", ceo: "Elon Musk", founded: 2003 })
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// Search naturally
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const results = await brain.search("companies founded by Elon", 5)
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console.log('Found:', results)
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```
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🎉 **Congratulations!** You now have Brainy 1.0 running with:
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- ✅ Automatic data understanding
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- ✅ Smart semantic search
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- ✅ Graph relationships
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- ✅ Zero configuration
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## 🎯 Choose Your Scenario
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### Scenario 1: Smart Data Management (NEW 1.0 API!)
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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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// Create typed entities with the new addNoun() method
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const sarahId = await brain.addNoun("Sarah Thompson", NounType.Person)
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const projectId = await brain.addNoun("Project Apollo", NounType.Project)
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// Create relationships with metadata using addVerb()
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await brain.addVerb(sarahId, projectId, VerbType.WorksWith, {
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role: "Lead Designer",
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allocation: "75%",
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startDate: "2024-01-15"
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})
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// Query complex relationships with graph traversal
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const sarahData = await brain.getNounWithVerbs(sarahId)
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console.log('Sarah\'s relationships:', sarahData)
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```
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### Scenario 2: Bulk Data Import
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```javascript
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import { BrainyData } from '@soulcraft/brainy'
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const brain = new BrainyData()
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await brain.init()
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// Bulk import with the new import() method
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const documents = [
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"Climate change affects global weather patterns",
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"Machine learning models can predict weather",
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"Solar panels reduce carbon emissions"
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]
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const ids = await brain.import(documents)
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console.log(`Imported ${ids.length} documents`)
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// Search across all imported data
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const results = await brain.search("environmental sustainability", 3)
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```
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### Scenario 3: Data Updates and Management
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```javascript
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import { BrainyData } from '@soulcraft/brainy'
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const brain = new BrainyData()
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await brain.init()
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// Add initial data
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const docId = await brain.add("Initial document about AI")
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// Update with smart synchronization
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await brain.update(docId, "Updated document about artificial intelligence and machine learning")
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// Soft delete (preserves indexes, better performance)
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await brain.delete(docId) // Soft delete by default
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```
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### Scenario 4: Production with Encryption
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```javascript
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import { BrainyData } from '@soulcraft/brainy'
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const brain = new BrainyData()
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await brain.init()
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// Set encrypted configuration
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await brain.setConfig('api_key', 'secret-key-123', { encrypt: true })
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// Add encrypted sensitive data
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const sensitiveId = await brain.add("Confidential customer data", {
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encrypted: true,
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classification: "sensitive"
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})
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// Retrieve encrypted config
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const apiKey = await brain.getConfig('api_key') // Automatically decrypted
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```
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## 🧠 What Makes 1.0 Special?
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### 🎯 **Smart by Default**
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- `add()` automatically detects data types and processes intelligently
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- No need to choose between different methods - one method handles everything
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### 🔗 **Graph Intelligence Built-in**
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- `addNoun()` and `addVerb()` create rich knowledge graphs
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- `getNounWithVerbs()` provides complete relationship views
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- Metadata embedding for searchable relationships
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### ⚡ **Performance Optimized**
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- Soft delete by default (no reindexing needed)
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- 16% smaller package despite major features
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- All scaling optimizations preserved
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### 🔐 **Security Enhanced**
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- Universal encryption system built-in
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- Works across Browser, Node.js, and Serverless
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- Per-item and configuration encryption
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## 📋 Complete Migration Example
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### Migrating from 0.x to 1.0
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```javascript
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// ❌ OLD (0.x) - Multiple methods, complex API
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import { createAutoBrainy } from '@soulcraft/brainy'
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const brainy = createAutoBrainy()
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await brainy.addVector({ id: '1', vector: [0.1, 0.2, 0.3], text: 'Hello' })
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await brainy.addSmart("Smart data")
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const results = await brainy.searchSimilar("query", 10)
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// ✅ NEW (1.0) - Unified API, smart defaults
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import { BrainyData } from '@soulcraft/brainy'
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const brain = new BrainyData()
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await brain.init()
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await brain.add("Hello world") // Smart by default!
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await brain.add("Smart data") // Same intelligence, cleaner API
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const results = await brain.search("query", 10) // Same power, unified method
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```
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### CLI Migration
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```bash
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# ❌ OLD (0.x)
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brainy add-smart "data"
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brainy search-similar "query"
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brainy add-vector --literal "text"
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# ✅ NEW (1.0)
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brainy add "data" # Smart by default!
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brainy search "query" # Unified search
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brainy add "text" --literal # Explicit modes available
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```
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## 🚀 Next Steps
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### Learn Advanced Features
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- **[Graph Operations](../api-reference/graph-operations.md)** - Master noun/verb relationships
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- **[Search & Metadata Guide](../user-guides/SEARCH_AND_METADATA_GUIDE.md)** - Advanced search techniques
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- **[Migration Guide](../../MIGRATION.md)** - Complete upgrade guide from 0.x
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### Production Deployment
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- **[Encryption Guide](../user-guides/encryption.md)** - Secure your data
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- **[Container Deployment](../deployment/containers.md)** - Docker and Kubernetes
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- **[Performance Optimization](../optimization-guides/large-scale-optimizations.md)** - Scale to millions
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### Get Help
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- **[GitHub Issues](https://github.com/soulcraftlabs/brainy/issues)** - Bug reports and feature requests
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- **[GitHub Discussions](https://github.com/soulcraftlabs/brainy/discussions)** - Community support
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- **[Examples](../examples/)** - Real-world usage patterns
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## 💡 Pro Tips for 1.0
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1. **Start with add()** - It's smart by default, handles everything automatically
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2. **Use typed entities** - `addNoun()` with `NounType` creates structured data
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3. **Leverage relationships** - `addVerb()` with metadata creates rich connections
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4. **Enable encryption** - Built-in security with zero complexity
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5. **Embrace soft delete** - Better performance, no reindexing needed
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**Ready to build something amazing with Brainy 1.0?** 🚀
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---
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*This guide covers Brainy 1.0's unified API. For legacy 0.x documentation, see [Legacy Quick Start](quick-start-legacy.md).* |