brainy/COMPLETE-PUBLIC-API.md

🧠 Brainy 2.0 Complete Public API

ONE METHOD, ONE PURPOSE - No duplicates, no aliases, just clean specific methods.

📚 NOUNS (Vectors with Metadata)

Single Operations

addNoun(vector, metadata?)                  // Add one noun
getNoun(id)                                 // Get one noun
updateNoun(id, vector?, metadata?)          // Update noun
updateNounMetadata(id, metadata)            // Update metadata only  
getNounMetadata(id)                         // Get metadata only
deleteNoun(id)                              // Delete one noun
hasNoun(id)                                 // Check if exists
getNounWithVerbs(id)                        // Get with relationships

Batch Operations

addNouns(items[])                          // Add multiple nouns
getNounsByIds(ids[])                       // Get multiple by IDs
deleteNouns(ids[])                         // Delete multiple nouns
queryNouns(options)                        // Query with filters/pagination

🔗 VERBS (Relationships)

Single Operations

addVerb(source, target, type, metadata?)    // Add relationship
getVerb(id)                                 // Get one verb
deleteVerb(id)                              // Delete one verb

Batch Operations

addVerbs(verbs[])                          // Add multiple verbs
getVerbs(filter?)                          // Get filtered verbs
deleteVerbs(ids[])                         // Delete multiple verbs
getVerbsBySource(sourceId)                 // Get outgoing relationships
getVerbsByTarget(targetId)                 // Get incoming relationships
getVerbsByType(type)                       // Get by relationship type

🔍 SEARCH

Vector Search

search(query, k?, options?)                 // Primary vector search
searchText(text, k?, options?)              // Natural language search
findSimilar(id, k?, options?)              // Find similar to noun
searchWithCursor(query, cursor)            // Paginated search

Advanced Search

find(query)                                // Triple Intelligence 🧠
searchByNounTypes(types[], query)          // Filter by noun types
searchWithinItems(query, ids[], k?)        // Search within specific nouns
searchVerbs(query)                         // Search relationships
searchNounsByVerbs(conditions)             // Graph-based noun search
searchByStandardField(field, value)        // Field-based search

Distributed Search

searchLocal(query)                         // Local only
searchRemote(query)                        // Remote only
searchCombined(query)                      // Both sources

📊 GRAPH OPERATIONS

getConnections(id, depth?)                 // Get all connections
getVerbsBySource(sourceId)                 // Outgoing edges
getVerbsByTarget(targetId)                 // Incoming edges
getVerbsByType(type)                       // Filter by type

🎯 PERFORMANCE & STATS

Cache

getCacheStats()                            // Cache statistics
clearCache()                               // Clear search cache

Statistics

size()                                     // Total noun count
getStatistics(options?)                    // Complete statistics
getServiceStatistics(service)              // Per-service stats
listServices()                             // List all services
flushStatistics()                          // Flush to storage

Health & Status

getHealthStatus()                          // System health
status()                                   // Full status report

🔧 CONFIGURATION & MODES

Operational Modes

isReadOnly() / setReadOnly(bool)          // Read-only mode
isWriteOnly() / setWriteOnly(bool)        // Write-only mode  
isFrozen() / setFrozen(bool)              // Freeze modifications

Real-time Updates

enableRealtimeUpdates(config)              // Enable live sync
disableRealtimeUpdates()                   // Disable sync
getRealtimeUpdateConfig()                  // Get config
checkForUpdatesNow()                       // Manual sync

Remote Connection

connectToRemoteServer(url, options?)       // Connect remote
disconnectFromRemoteServer()               // Disconnect
isConnectedToRemoteServer()               // Check connection

🧠 INTELLIGENCE FEATURES

Verb Scoring

provideFeedbackForVerbScoring(feedback)    // Train scoring
getVerbScoringStats()                      // Get statistics
exportVerbScoringLearningData()           // Export training
importVerbScoringLearningData(data)       // Import training

Embeddings

embed(text)                                // Generate embedding
calculateSimilarity(a, b)                  // Compare vectors

💾 DATA MANAGEMENT

Clear Operations

clear(options?)                           // Clear all data
clearNouns(options?)                      // Clear all nouns
clearVerbs(options?)                      // Clear all verbs

Import/Export

backup()                                   // Create backup
restore(backup)                           // Restore backup
import(data, format)                      // Import data
importSparseData(data)                    // Import sparse

Index Management

rebuildMetadataIndex()                    // Rebuild index
getFilterFields()                         // Get indexed fields
getFilterValues(field)                    // Get field values

🔒 SECURITY

encryptData(data)                         // Encrypt
decryptData(data)                         // Decrypt

🎲 UTILITIES

generateRandomGraph(nodes, edges)         // Generate test data
getAvailableFieldNames()                  // Available fields
getStandardFieldMappings()                // Field mappings

🚀 LIFECYCLE

Instance Methods

init()                                     // Initialize (required!)
shutDown()                                // Graceful shutdown
cleanup()                                  // Clean resources

Static Methods

BrainyData.preloadModel(options?)         // Preload ML model
BrainyData.warmup(options?)              // Warmup system

📐 PROPERTIES

dimensions                                // Vector dimensions (readonly)
maxConnections                           // HNSW max connections (readonly)
efConstruction                           // HNSW ef construction (readonly)
initialized                              // Is initialized (readonly)

❌ REMOVED/PRIVATE IN 2.0

These methods are now private - use the new specific methods above:

• add() → Use addNoun()
• get() → Use getNoun()
• delete() → Use deleteNoun()
• update() → Use updateNoun()
• relate() → Use addVerb()
• connect() → Use addVerb()
• has() → Use hasNoun()
• exists() → Use hasNoun()
• getMetadata() → Use getNounMetadata()
• updateMetadata() → Use updateNounMetadata()
• clearAll() → Use clear()
• addItem() → Removed
• addToBoth() → Removed
• addBatch() → Use addNouns()
• getBatch() → Use getNounsByIds()
• getNouns() with IDs → Use getNounsByIds()
• getNouns() with filters → Use queryNouns()