feat(v4.0.0): Complete metadata/vector separation architecture with Azure support
This commit completes the core v4.0.0 architecture changes for billion-scale performance with metadata/vector separation. NO RELEASE YET - remaining optimizations and testing required before production release. ## Core v4.0.0 Architecture Changes ### Type System Updates - Fixed all TypeScript compilation errors (zero errors achieved) - Updated HNSWNoun/HNSWVerb to separate core fields from metadata - Implemented HNSWNounWithMetadata/HNSWVerbWithMetadata for API boundaries - Added required 'noun' field to NounMetadata for semantic structure - Renamed verb.type to verb.verb for consistency ### Storage Adapter Updates **All adapters updated for v4.0.0 two-file storage pattern:** - memoryStorage: Proper metadata/vector separation - fileSystemStorage: Two-file pattern with sharding - opfsStorage: Browser persistent storage updated - s3CompatibleStorage: AWS/MinIO/DigitalOcean support - r2Storage: Cloudflare R2 optimization - gcsStorage: Google Cloud with ADC support - **azureBlobStorage: NEW - Full Azure Blob Storage support** ### Storage Features - BaseStorage: Internal vs public method separation (_getNoun vs getNoun) - Two-file storage: Vectors in one file, metadata in another - Change tracking: getChangesSince return type updated - Pagination: getNounsWithPagination returns WithMetadata types ### Azure Blob Storage Integration (NEW) - Native @azure/storage-blob SDK integration - Four authentication methods: * DefaultAzureCredential (Managed Identity) - recommended * Connection String - simplest setup * Account Name + Key - traditional auth * SAS Token - delegated access - High-volume mode with write buffering - Adaptive backpressure for throttling - UUID-based sharding for billion-scale - Full HNSW support with graph persistence ### Utility Updates - EmbeddingManager: Updated to accept Record<string, unknown> - LSMTree: Wrapped data in NounMetadata structure with 'noun' field - EntityIdMapper: Fixed nested metadata.data structure access - MetadataIndex: Fixed field type inference integration - PeriodicCleanup: Updated for new metadata structure ### Core API Updates - Brainy: Updated verb property access from v.type to v.verb - ConfigAPI: Fixed NounMetadata access patterns - DataAPI: Updated metadata handling ### Documentation Updates - CREATING-AUGMENTATIONS.md: v4.0.0 breaking changes guide - DEVELOPER-GUIDE.md: Migration checklist and examples - COMPLETE-REFERENCE.md: v4.0.0 architecture improvements - **finite-type-system.md: NEW - Revolutionary type system benefits** ### Build & Dependencies - Zero TypeScript compilation errors - Added @azure/storage-blob and @azure/identity - 591 tests passing (23 timeout in long-running neural tests) ## What's NOT in This Release This is a work-in-progress commit. Before v4.0.0 release we need: - Storage adapter optimizations (batch operations, compression) - Azure blob tier management (Hot/Cool/Archive) - Cost optimization implementations - Additional performance testing at billion-scale - Migration guides for v3.x users ## Testing - Clean build: ✅ - Type checking: ✅ (zero errors) - Test suite: ✅ (591/614 passing, timeouts in neural tests only) 🔐 Generated with Claude Code https://claude.com/claude-code Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
parent
8d6dd07e1d
commit
92c96246fb
35 changed files with 4524 additions and 1026 deletions
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@ -3,7 +3,16 @@
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* In-memory storage adapter for environments where persistent storage is not available or needed
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*/
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import { GraphVerb, HNSWNoun, HNSWVerb, StatisticsData } from '../../coreTypes.js'
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import {
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GraphVerb,
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HNSWNoun,
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HNSWVerb,
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NounMetadata,
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VerbMetadata,
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HNSWNounWithMetadata,
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HNSWVerbWithMetadata,
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StatisticsData
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} from '../../coreTypes.js'
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import { BaseStorage, STATISTICS_KEY } from '../baseStorage.js'
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import { PaginatedResult } from '../../types/paginationTypes.js'
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@ -46,20 +55,20 @@ export class MemoryStorage extends BaseStorage {
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}
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/**
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* Save a noun to storage
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* Save a noun to storage (v4.0.0: pure vector only, no metadata)
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*/
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protected async saveNoun_internal(noun: HNSWNoun): Promise<void> {
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const isNew = !this.nouns.has(noun.id)
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// Create a deep copy to avoid reference issues
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// CRITICAL: Only save lightweight vector data (no metadata)
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// Metadata is saved separately via saveNounMetadata() (2-file system)
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// v4.0.0: Store ONLY vector data (no metadata field)
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// Metadata is saved separately via saveNounMetadata() by base class
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const nounCopy: HNSWNoun = {
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id: noun.id,
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vector: [...noun.vector],
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connections: new Map(),
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level: noun.level || 0
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// NO metadata field - saved separately for scalability
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// ✅ NO metadata field in v4.0.0
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}
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// Copy connections
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@ -70,16 +79,12 @@ export class MemoryStorage extends BaseStorage {
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// Save the noun directly in the nouns map
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this.nouns.set(noun.id, nounCopy)
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// Update counts for new entities
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if (isNew) {
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const type = noun.metadata?.type || noun.metadata?.nounType || 'default'
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this.incrementEntityCount(type)
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}
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// Note: Count tracking happens in saveNounMetadata since type info is in metadata now
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}
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/**
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* Get a noun from storage (internal implementation)
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* Combines vector data from nouns map with metadata from getNounMetadata()
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* Get a noun from storage (v4.0.0: returns pure vector only)
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* Base class handles combining with metadata
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*/
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protected async getNoun_internal(id: string): Promise<HNSWNoun | null> {
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// Get the noun directly from the nouns map
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@ -91,11 +96,13 @@ export class MemoryStorage extends BaseStorage {
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}
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// Return a deep copy to avoid reference issues
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// v4.0.0: Return ONLY vector data (no metadata field)
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const nounCopy: HNSWNoun = {
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id: noun.id,
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vector: [...noun.vector],
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connections: new Map(),
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level: noun.level || 0
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// ✅ NO metadata field in v4.0.0
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}
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// Copy connections
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@ -103,20 +110,14 @@ export class MemoryStorage extends BaseStorage {
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nounCopy.connections.set(level, new Set(connections))
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}
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// Get metadata (entity data in 2-file system)
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const metadata = await this.getNounMetadata(id)
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// Combine into complete noun object
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return {
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...nounCopy,
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metadata: metadata || {}
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}
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return nounCopy
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}
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/**
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* Get nouns with pagination and filtering
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* v4.0.0: Returns HNSWNounWithMetadata[] (includes metadata field)
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* @param options Pagination and filtering options
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* @returns Promise that resolves to a paginated result of nouns
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* @returns Promise that resolves to a paginated result of nouns with metadata
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*/
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public async getNouns(options: {
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pagination?: {
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@ -129,7 +130,7 @@ export class MemoryStorage extends BaseStorage {
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service?: string | string[]
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metadata?: Record<string, any>
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}
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} = {}): Promise<PaginatedResult<HNSWNoun>> {
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} = {}): Promise<{ items: HNSWNounWithMetadata[]; totalCount?: number; hasMore: boolean; nextCursor?: string }> {
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const pagination = options.pagination || {}
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const filter = options.filter || {}
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@ -150,26 +151,26 @@ export class MemoryStorage extends BaseStorage {
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const matchingIds: string[] = []
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// Iterate through all nouns to find matches
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// v4.0.0: Load metadata from separate storage (no embedded metadata field)
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for (const [nounId, noun] of this.nouns.entries()) {
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// Check the noun's embedded metadata field
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const nounMetadata = noun.metadata || {}
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// Also check separate metadata store for backward compatibility
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const separateMetadata = await this.getMetadata(nounId)
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// Merge both metadata sources (noun.metadata takes precedence)
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const metadata = { ...separateMetadata, ...nounMetadata }
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// Get metadata from separate storage
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const metadata = await this.getNounMetadata(nounId)
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// Skip if no metadata (shouldn't happen in v4.0.0 but be defensive)
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if (!metadata) {
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continue
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}
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// Filter by noun type if specified
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if (nounTypes && metadata.noun && !nounTypes.includes(metadata.noun)) {
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continue
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}
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// Filter by service if specified
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if (services && metadata.service && !services.includes(metadata.service)) {
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continue
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}
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// Filter by metadata fields if specified
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if (filter.metadata) {
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let metadataMatch = true
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@ -181,7 +182,7 @@ export class MemoryStorage extends BaseStorage {
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}
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if (!metadataMatch) continue
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}
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// If we got here, the noun matches all filters
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matchingIds.push(nounId)
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}
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@ -195,26 +196,31 @@ export class MemoryStorage extends BaseStorage {
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const nextCursor = hasMore ? `${offset + limit}` : undefined
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// Fetch the actual nouns for the current page
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const items: HNSWNoun[] = []
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// v4.0.0: Return HNSWNounWithMetadata (includes metadata field)
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const items: HNSWNounWithMetadata[] = []
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for (const id of paginatedIds) {
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const noun = this.nouns.get(id)
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if (!noun) continue
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// Create a deep copy to avoid reference issues
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const nounCopy: HNSWNoun = {
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id: noun.id,
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vector: [...noun.vector],
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connections: new Map(),
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level: noun.level || 0,
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metadata: noun.metadata
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}
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// Get metadata from separate storage
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const metadata = await this.getNounMetadata(id)
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if (!metadata) continue // Skip if no metadata
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// v4.0.0: Create HNSWNounWithMetadata with metadata field
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const nounWithMetadata: HNSWNounWithMetadata = {
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id: noun.id,
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vector: [...noun.vector],
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connections: new Map(),
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level: noun.level || 0,
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metadata: metadata // Include metadata field
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}
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// Copy connections
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for (const [level, connections] of noun.connections.entries()) {
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nounCopy.connections.set(level, new Set(connections))
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nounWithMetadata.connections.set(level, new Set(connections))
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}
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items.push(nounCopy)
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items.push(nounWithMetadata)
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}
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return {
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/**
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* Get nouns with pagination - simplified interface for compatibility
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* v4.0.0: Returns HNSWNounWithMetadata[] (includes metadata field)
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*/
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public async getNounsWithPagination(options: {
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limit?: number
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cursor?: string
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filter?: any
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} = {}): Promise<{
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items: HNSWNoun[]
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items: HNSWNounWithMetadata[]
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totalCount: number
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hasMore: boolean
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nextCursor?: string
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}
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/**
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* Delete a noun from storage
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* Delete a noun from storage (v4.0.0)
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*/
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protected async deleteNoun_internal(id: string): Promise<void> {
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const noun = this.nouns.get(id)
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if (noun) {
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const type = noun.metadata?.type || noun.metadata?.nounType || 'default'
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// v4.0.0: Get type from separate metadata storage
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const metadata = await this.getNounMetadata(id)
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if (metadata) {
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const type = metadata.noun || 'default'
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this.decrementEntityCount(type)
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}
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this.nouns.delete(id)
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}
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/**
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* Save a verb to storage
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* Save a verb to storage (v4.0.0: pure vector + core fields, no metadata)
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*/
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protected async saveVerb_internal(verb: HNSWVerb): Promise<void> {
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const isNew = !this.verbs.has(verb.id)
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// Create a deep copy to avoid reference issues
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// ARCHITECTURAL FIX (v3.50.1): Include core relational fields
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// v4.0.0: Include core relational fields but NO metadata field
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const verbCopy: HNSWVerb = {
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id: verb.id,
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vector: [...verb.vector],
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connections: new Map(),
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// CORE RELATIONAL DATA
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// CORE RELATIONAL DATA (part of HNSWVerb in v4.0.0)
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verb: verb.verb,
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sourceId: verb.sourceId,
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targetId: verb.targetId,
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// User metadata (if any)
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metadata: verb.metadata
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targetId: verb.targetId
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// ✅ NO metadata field in v4.0.0
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}
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// Copy connections
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// Save the verb directly in the verbs map
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this.verbs.set(verb.id, verbCopy)
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// Count tracking will be handled in saveVerbMetadata_internal
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// since HNSWVerb doesn't contain type information
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// Note: Count tracking happens in saveVerbMetadata since metadata is separate
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}
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/**
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* Get a verb from storage (internal implementation)
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* Combines vector data from verbs map with metadata from getVerbMetadata()
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* Get a verb from storage (v4.0.0: returns pure vector + core fields)
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* Base class handles combining with metadata
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*/
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protected async getVerb_internal(id: string): Promise<HNSWVerb | null> {
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// Get the verb directly from the verbs map
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}
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// Return a deep copy of the HNSWVerb
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// ARCHITECTURAL FIX (v3.50.1): Include core relational fields
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// v4.0.0: Include core relational fields but NO metadata field
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const verbCopy: HNSWVerb = {
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id: verb.id,
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vector: [...verb.vector],
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connections: new Map(),
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// CORE RELATIONAL DATA
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// CORE RELATIONAL DATA (part of HNSWVerb in v4.0.0)
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verb: verb.verb,
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sourceId: verb.sourceId,
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targetId: verb.targetId,
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// User metadata
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metadata: verb.metadata
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targetId: verb.targetId
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// ✅ NO metadata field in v4.0.0
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}
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// Copy connections
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/**
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* Get verbs with pagination and filtering
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* v4.0.0: Returns HNSWVerbWithMetadata[] (includes metadata field)
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* @param options Pagination and filtering options
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* @returns Promise that resolves to a paginated result of verbs
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* @returns Promise that resolves to a paginated result of verbs with metadata
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*/
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public async getVerbs(options: {
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pagination?: {
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service?: string | string[]
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metadata?: Record<string, any>
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}
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} = {}): Promise<PaginatedResult<GraphVerb>> {
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} = {}): Promise<{ items: HNSWVerbWithMetadata[]; totalCount?: number; hasMore: boolean; nextCursor?: string }> {
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const pagination = options.pagination || {}
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const filter = options.filter || {}
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const matchingIds: string[] = []
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// Iterate through all verbs to find matches
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// v4.0.0: Core fields (verb, sourceId, targetId) are in HNSWVerb, not metadata
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for (const [verbId, hnswVerb] of this.verbs.entries()) {
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// Get the metadata for this verb to do filtering
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// Get the metadata for service/data filtering
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const metadata = await this.getVerbMetadata(verbId)
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// Filter by verb type if specified
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if (verbTypes && metadata && !verbTypes.includes(metadata.type || metadata.verb || '')) {
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// v4.0.0: verb type is in HNSWVerb.verb
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if (verbTypes && !verbTypes.includes(hnswVerb.verb || '')) {
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continue
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}
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// Filter by source ID if specified
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if (sourceIds && metadata && !sourceIds.includes(metadata.sourceId || metadata.source || '')) {
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// v4.0.0: sourceId is in HNSWVerb.sourceId
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if (sourceIds && !sourceIds.includes(hnswVerb.sourceId || '')) {
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continue
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}
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// Filter by target ID if specified
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if (targetIds && metadata && !targetIds.includes(metadata.targetId || metadata.target || '')) {
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// v4.0.0: targetId is in HNSWVerb.targetId
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if (targetIds && !targetIds.includes(hnswVerb.targetId || '')) {
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continue
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}
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// Filter by metadata fields if specified
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if (filter.metadata && metadata && metadata.data) {
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if (filter.metadata && metadata) {
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let metadataMatch = true
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for (const [key, value] of Object.entries(filter.metadata)) {
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if (metadata.data[key] !== value) {
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const metadataValue = (metadata as any)[key]
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if (metadataValue !== value) {
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metadataMatch = false
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break
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}
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}
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if (!metadataMatch) continue
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}
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// Filter by service if specified
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if (services && metadata && metadata.createdBy && metadata.createdBy.augmentation &&
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!services.includes(metadata.createdBy.augmentation)) {
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if (services && metadata && metadata.service && !services.includes(metadata.service)) {
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continue
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}
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// If we got here, the verb matches all filters
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matchingIds.push(verbId)
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}
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@ -450,44 +458,37 @@ export class MemoryStorage extends BaseStorage {
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const nextCursor = hasMore ? `${offset + limit}` : undefined
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// Fetch the actual verbs for the current page
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const items: GraphVerb[] = []
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// v4.0.0: Return HNSWVerbWithMetadata (includes metadata field)
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const items: HNSWVerbWithMetadata[] = []
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for (const id of paginatedIds) {
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const hnswVerb = this.verbs.get(id)
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const metadata = await this.getVerbMetadata(id)
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if (!hnswVerb) continue
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if (!metadata) {
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console.warn(`Verb ${id} found but no metadata - creating minimal GraphVerb`)
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// Return minimal GraphVerb if metadata is missing
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items.push({
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id: hnswVerb.id,
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vector: hnswVerb.vector,
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sourceId: '',
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targetId: ''
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})
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continue
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}
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// Create a complete GraphVerb by combining HNSWVerb with metadata
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const graphVerb: GraphVerb = {
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// Get metadata from separate storage
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const metadata = await this.getVerbMetadata(id)
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if (!metadata) continue // Skip if no metadata
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// v4.0.0: Create HNSWVerbWithMetadata with metadata field
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const verbWithMetadata: HNSWVerbWithMetadata = {
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id: hnswVerb.id,
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vector: [...hnswVerb.vector],
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sourceId: metadata.sourceId,
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targetId: metadata.targetId,
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source: metadata.source,
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target: metadata.target,
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verb: metadata.verb,
|
||||
type: metadata.type,
|
||||
weight: metadata.weight,
|
||||
createdAt: metadata.createdAt,
|
||||
updatedAt: metadata.updatedAt,
|
||||
createdBy: metadata.createdBy,
|
||||
data: metadata.data,
|
||||
metadata: metadata.metadata || metadata.data // Use metadata.metadata (user's custom metadata)
|
||||
connections: new Map(),
|
||||
|
||||
// Core relational fields (part of HNSWVerb)
|
||||
verb: hnswVerb.verb,
|
||||
sourceId: hnswVerb.sourceId,
|
||||
targetId: hnswVerb.targetId,
|
||||
|
||||
// Metadata field
|
||||
metadata: metadata
|
||||
}
|
||||
|
||||
items.push(graphVerb)
|
||||
|
||||
// Copy connections
|
||||
for (const [level, connections] of hnswVerb.connections.entries()) {
|
||||
verbWithMetadata.connections.set(level, new Set(connections))
|
||||
}
|
||||
|
||||
items.push(verbWithMetadata)
|
||||
}
|
||||
|
||||
return {
|
||||
|
|
@ -502,7 +503,7 @@ export class MemoryStorage extends BaseStorage {
|
|||
* Get verbs by source
|
||||
* @deprecated Use getVerbs() with filter.sourceId instead
|
||||
*/
|
||||
protected async getVerbsBySource_internal(sourceId: string): Promise<GraphVerb[]> {
|
||||
protected async getVerbsBySource_internal(sourceId: string): Promise<HNSWVerbWithMetadata[]> {
|
||||
const result = await this.getVerbs({
|
||||
filter: {
|
||||
sourceId
|
||||
|
|
@ -515,7 +516,7 @@ export class MemoryStorage extends BaseStorage {
|
|||
* Get verbs by target
|
||||
* @deprecated Use getVerbs() with filter.targetId instead
|
||||
*/
|
||||
protected async getVerbsByTarget_internal(targetId: string): Promise<GraphVerb[]> {
|
||||
protected async getVerbsByTarget_internal(targetId: string): Promise<HNSWVerbWithMetadata[]> {
|
||||
const result = await this.getVerbs({
|
||||
filter: {
|
||||
targetId
|
||||
|
|
@ -528,7 +529,7 @@ export class MemoryStorage extends BaseStorage {
|
|||
* Get verbs by type
|
||||
* @deprecated Use getVerbs() with filter.verbType instead
|
||||
*/
|
||||
protected async getVerbsByType_internal(type: string): Promise<GraphVerb[]> {
|
||||
protected async getVerbsByType_internal(type: string): Promise<HNSWVerbWithMetadata[]> {
|
||||
const result = await this.getVerbs({
|
||||
filter: {
|
||||
verbType: type
|
||||
|
|
@ -549,7 +550,7 @@ export class MemoryStorage extends BaseStorage {
|
|||
const metadata = await this.getVerbMetadata(id)
|
||||
if (metadata) {
|
||||
const verbType = metadata.verb || metadata.type || 'default'
|
||||
this.decrementVerbCount(verbType)
|
||||
this.decrementVerbCount(verbType as string)
|
||||
|
||||
// Delete the metadata using the base storage method
|
||||
await this.deleteVerbMetadata(id)
|
||||
|
|
@ -740,25 +741,35 @@ export class MemoryStorage extends BaseStorage {
|
|||
}
|
||||
|
||||
/**
|
||||
* Initialize counts from in-memory storage - O(1) operation
|
||||
* Initialize counts from in-memory storage - O(1) operation (v4.0.0)
|
||||
*/
|
||||
protected async initializeCounts(): Promise<void> {
|
||||
// For memory storage, initialize counts from current in-memory state
|
||||
this.totalNounCount = this.nouns.size
|
||||
this.totalVerbCount = this.verbMetadata.size
|
||||
this.totalVerbCount = this.verbs.size
|
||||
|
||||
// Initialize type-based counts by scanning current data
|
||||
// Initialize type-based counts by scanning metadata storage (v4.0.0)
|
||||
this.entityCounts.clear()
|
||||
this.verbCounts.clear()
|
||||
|
||||
for (const noun of this.nouns.values()) {
|
||||
const type = noun.metadata?.type || noun.metadata?.nounType || 'default'
|
||||
this.entityCounts.set(type, (this.entityCounts.get(type) || 0) + 1)
|
||||
// Count nouns by loading metadata for each
|
||||
for (const [nounId, noun] of this.nouns.entries()) {
|
||||
const metadata = await this.getNounMetadata(nounId)
|
||||
if (metadata) {
|
||||
const type = metadata.noun || 'default'
|
||||
this.entityCounts.set(type, (this.entityCounts.get(type) || 0) + 1)
|
||||
}
|
||||
}
|
||||
|
||||
for (const verbMetadata of this.verbMetadata.values()) {
|
||||
const type = verbMetadata?.verb || verbMetadata?.type || 'default'
|
||||
this.verbCounts.set(type, (this.verbCounts.get(type) || 0) + 1)
|
||||
// Count verbs by loading metadata for each
|
||||
for (const [verbId, verb] of this.verbs.entries()) {
|
||||
const metadata = await this.getVerbMetadata(verbId)
|
||||
if (metadata) {
|
||||
// VerbMetadata doesn't have verb type - that's in HNSWVerb now
|
||||
// Use the verb's type from the HNSWVerb itself
|
||||
const type = verb.verb || 'default'
|
||||
this.verbCounts.set(type, (this.verbCounts.get(type) || 0) + 1)
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue