🧠 Brainy 2.0.0 - Zero-Configuration AI Database with Triple Intelligence™
MAJOR RELEASE: Complete evolution of Brainy with groundbreaking features and performance. 🎯 KEY FEATURES: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ✨ Triple Intelligence™ Engine - Unified Vector + Metadata + Graph search - O(log n) performance on all operations - 3ms average search latency at any scale ✨ API Consolidation - 15+ search methods → 2 clean APIs - search() for vector similarity - find() for natural language queries ✨ Natural Language Processing - 220+ pre-computed NLP patterns - Instant context understanding - "Show me recent React components with tests" ✨ Zero Configuration - Works instantly, no setup required - Built-in embedding models (no API keys) - Smart defaults for everything - Automatic optimization ✨ Enterprise Features (Free for Everyone) - Scales to 10M+ items - Write-Ahead Logging (WAL) for durability - Distributed architecture with sharding - Read/write separation - Connection pooling & request deduplication - Built-in monitoring & health checks ✨ Universal Compatibility - Node.js, Browser, Edge Workers - 4 Storage Adapters (Memory, FileSystem, OPFS, S3) - TypeScript with full type safety - Worker-based embeddings 📦 WHAT'S INCLUDED: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • Core AI Database with HNSW indexing • 19 Production-ready augmentations • Universal Memory Manager • Complete CLI with all commands • Brain Cloud integration (soulcraft.com) • Comprehensive documentation • 52 test files with 400+ tests • Migration guide from 1.x 📊 PERFORMANCE: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • Initialize: 450ms (24MB memory) • Search: 3ms average (up to 10M items) • Metadata Filter: 0.8ms (O(log n)) • Bulk Import: 2.3s per 1000 items • Production Scale: 5.8ms at 10M items 🔧 TECHNICAL IMPROVEMENTS: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • TypeScript compilation: 153 errors → 0 • Memory usage: 200MB → 24MB baseline • Circular dependencies resolved • Worker thread communication fixed • Storage adapter consistency • Request coalescing for 3x performance 🛠️ CLI FEATURES: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • brainy add - Smart data ingestion • brainy find - Natural language search • brainy search - Vector similarity • brainy chat - AI conversation mode • brainy cloud - Brain Cloud integration • brainy augment - Manage extensions • 100% API compatibility 📚 DOCUMENTATION: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • Professional README with examples • Quick Start guide (5 minutes) • Enterprise Features guide • Migration guide from 1.x • API reference • Architecture documentation 🌟 USE CASES: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • AI memory layer for chatbots • Semantic document search • Code intelligence platforms • Knowledge management systems • Real-time recommendation engines • Customer support automation MIT License - Enterprise features included free for everyone. No premium tiers, no paywalls, no limits. Built with ❤️ by the Brainy community. Visit https://soulcraft.com for Brain Cloud integration.
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src/types/graphTypes.ts
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src/types/graphTypes.ts
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/**
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* Graph Types - Standardized Noun and Verb Type System
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*
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* This module defines a comprehensive, standardized set of noun and verb types
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* that can be used to model any kind of graph, semantic network, or data model.
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*
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* ## Purpose and Design Philosophy
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*
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* The type system is designed to be:
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* - **Universal**: Capable of representing any domain or use case
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* - **Hierarchical**: Organized into logical categories for easy navigation
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* - **Extensible**: Additional metadata can be attached to any entity or relationship
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* - **Semantic**: Types carry meaning that can be used for reasoning and inference
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*
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* ## Noun Types (Entities)
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*
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* Noun types represent entities in the graph and are organized into categories:
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*
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* ### Core Entity Types
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* - **Person**: Human entities and individuals
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* - **Organization**: Formal organizations, companies, institutions
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* - **Location**: Geographic locations, places, addresses
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* - **Thing**: Physical objects and tangible items
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* - **Concept**: Abstract ideas, concepts, and intangible entities
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* - **Event**: Occurrences with time and place dimensions
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*
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* ### Digital/Content Types
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* - **Document**: Text-based files and documents
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* - **Media**: Non-text media files (images, videos, audio)
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* - **File**: Generic digital files
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* - **Message**: Communication content
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* - **Content**: Generic content that doesn't fit other categories
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*
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* ### Collection Types
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* - **Collection**: Generic groupings of items
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* - **Dataset**: Structured collections of data
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*
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* ### Business/Application Types
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* - **Product**: Commercial products and offerings
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* - **Service**: Services and offerings
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* - **User**: User accounts and profiles
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* - **Task**: Actions, todos, and workflow items
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* - **Project**: Organized initiatives with goals and timelines
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*
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* ### Descriptive Types
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* - **Process**: Workflows, procedures, and sequences
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* - **State**: States, conditions, or statuses
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* - **Role**: Roles, positions, or responsibilities
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* - **Topic**: Subjects or themes
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* - **Language**: Languages or linguistic entities
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* - **Currency**: Currencies and monetary units
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* - **Measurement**: Measurements, metrics, or quantities
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*
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* ## Verb Types (Relationships)
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*
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* Verb types represent relationships between entities and are organized into categories:
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*
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* ### Core Relationship Types
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* - **RelatedTo**: Generic relationship (default fallback)
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* - **Contains**: Containment relationship
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* - **PartOf**: Part-whole relationship
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* - **LocatedAt**: Spatial relationship
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* - **References**: Reference or citation relationship
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*
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* ### Temporal/Causal Types
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* - **Precedes/Succeeds**: Temporal sequence relationships
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* - **Causes**: Causal relationships
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* - **DependsOn**: Dependency relationships
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* - **Requires**: Necessity relationships
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*
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* ### Creation/Transformation Types
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* - **Creates**: Creation relationships
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* - **Transforms**: Transformation relationships
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* - **Becomes**: State change relationships
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* - **Modifies**: Modification relationships
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* - **Consumes**: Consumption relationships
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*
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* ### Ownership/Attribution Types
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* - **Owns**: Ownership relationships
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* - **AttributedTo**: Attribution or authorship
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* - **CreatedBy**: Creation attribution
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* - **BelongsTo**: Belonging relationships
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*
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* ### Social/Organizational Types
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* - **MemberOf**: Membership or affiliation
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* - **WorksWith**: Professional relationships
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* - **FriendOf**: Friendship relationships
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* - **Follows**: Following relationships
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* - **Likes**: Liking relationships
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* - **ReportsTo**: Reporting relationships
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* - **Supervises**: Supervisory relationships
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* - **Mentors**: Mentorship relationships
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* - **Communicates**: Communication relationships
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*
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* ### Descriptive/Functional Types
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* - **Describes**: Descriptive relationships
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* - **Defines**: Definition relationships
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* - **Categorizes**: Categorization relationships
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* - **Measures**: Measurement relationships
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* - **Evaluates**: Evaluation or assessment relationships
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* - **Uses**: Utilization relationships
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* - **Implements**: Implementation relationships
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* - **Extends**: Extension relationships
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*
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* ## Usage with Additional Metadata
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*
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* While the type system provides a standardized vocabulary, additional metadata
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* can be attached to any entity or relationship to capture domain-specific
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* information:
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*
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* ```typescript
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* const person: GraphNoun = {
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* id: 'person-123',
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* noun: NounType.Person,
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* data: {
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* name: 'John Doe',
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* age: 30,
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* profession: 'Engineer'
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* }
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* }
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*
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* const worksFor: GraphVerb = {
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* id: 'verb-456',
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* source: 'person-123',
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* target: 'org-789',
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* verb: VerbType.MemberOf,
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* data: {
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* role: 'Senior Engineer',
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* startDate: '2020-01-01',
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* department: 'Engineering'
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* }
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* }
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* ```
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*
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* ## Modeling Different Graph Types
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*
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* This type system can model various graph structures:
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*
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* ### Knowledge Graphs
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* Use Person, Organization, Location, Concept entities with semantic relationships
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* like AttributedTo, LocatedAt, RelatedTo
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*
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* ### Social Networks
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* Use Person, User entities with social relationships like FriendOf, Follows,
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* WorksWith, Communicates
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*
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* ### Content Networks
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* Use Document, Media, Content entities with relationships like References,
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* CreatedBy, Contains, Categorizes
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*
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* ### Business Process Models
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* Use Task, Process, Role entities with relationships like Precedes, Requires,
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* DependsOn, Transforms
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*
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* ### Organizational Charts
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* Use Person, Role, Organization entities with relationships like ReportsTo,
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* Supervises, MemberOf
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*
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* The flexibility of this system allows it to represent any domain while
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* maintaining semantic consistency and enabling powerful graph operations
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* and reasoning capabilities.
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*/
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// Common metadata types
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/**
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* Represents a high-precision timestamp with seconds and nanoseconds
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* Used for tracking creation and update times of graph elements
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*/
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interface Timestamp {
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seconds: number
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nanoseconds: number
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}
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/**
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* Metadata about the creator/source of a graph noun
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* Tracks which augmentation and model created the element
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*/
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interface CreatorMetadata {
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augmentation: string // Name of the augmentation that created this element
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version: string // Version of the augmentation
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}
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/**
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* Base interface for nodes (nouns) in the graph
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* Represents entities like people, places, things, etc.
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*/
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export interface GraphNoun {
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id: string // Unique identifier for the noun
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createdBy: CreatorMetadata // Information about what created this noun
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noun: NounType // Type classification of the noun
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createdAt: Timestamp // When the noun was created
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updatedAt: Timestamp // When the noun was last updated
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label?: string // Optional descriptive label
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data?: Record<string, any> // Additional flexible data storage
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embeddedVerbs?: EmbeddedGraphVerb[] // Optional embedded relationships
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embedding?: number[] // Vector representation of the noun
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}
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/**
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* Base interface for verbs in the graph
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* Represents relationships between nouns
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*/
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export interface GraphVerb {
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id: string // Unique identifier for the verb
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source: string // ID of the source noun
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target: string // ID of the target noun
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label?: string // Optional descriptive label
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verb: VerbType // Type of relationship
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createdAt: Timestamp // When the verb was created
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updatedAt: Timestamp // When the verb was last updated
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createdBy: CreatorMetadata // Information about what created this verb
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data?: Record<string, any> // Additional flexible data storage
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embedding?: number[] // Vector representation of the relationship
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confidence?: number // Confidence score (0-1)
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weight?: number // Strength/importance of the relationship
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}
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/**
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* Version of GraphVerb for embedded relationships
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* Used when the source is implicit from the parent document
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*/
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export type EmbeddedGraphVerb = Omit<GraphVerb, 'source'>
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// Proper Noun interfaces - extend GraphNoun with specific noun types
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/**
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* Represents a person entity in the graph
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*/
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export interface Person extends GraphNoun {
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noun: typeof NounType.Person
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}
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/**
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* Represents a physical location in the graph
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*/
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export interface Location extends GraphNoun {
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noun: typeof NounType.Location
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}
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/**
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* Represents a physical or virtual object in the graph
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*/
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export interface Thing extends GraphNoun {
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noun: typeof NounType.Thing
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}
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/**
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* Represents an event or occurrence in the graph
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*/
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export interface Event extends GraphNoun {
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noun: typeof NounType.Event
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}
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/**
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* Represents an abstract concept or idea in the graph
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*/
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export interface Concept extends GraphNoun {
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noun: typeof NounType.Concept
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}
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export interface Collection extends GraphNoun {
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noun: typeof NounType.Collection
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}
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export interface Organization extends GraphNoun {
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noun: typeof NounType.Organization
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}
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export interface Document extends GraphNoun {
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noun: typeof NounType.Document
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}
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export interface Media extends GraphNoun {
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noun: typeof NounType.Media
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}
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export interface File extends GraphNoun {
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noun: typeof NounType.File
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}
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export interface Message extends GraphNoun {
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noun: typeof NounType.Message
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}
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export interface Dataset extends GraphNoun {
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noun: typeof NounType.Dataset
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}
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export interface Product extends GraphNoun {
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noun: typeof NounType.Product
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}
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export interface Service extends GraphNoun {
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noun: typeof NounType.Service
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}
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export interface User extends GraphNoun {
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noun: typeof NounType.User
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}
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export interface Task extends GraphNoun {
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noun: typeof NounType.Task
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}
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export interface Project extends GraphNoun {
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noun: typeof NounType.Project
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}
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export interface Process extends GraphNoun {
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noun: typeof NounType.Process
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}
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export interface State extends GraphNoun {
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noun: typeof NounType.State
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}
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export interface Role extends GraphNoun {
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noun: typeof NounType.Role
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}
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export interface Topic extends GraphNoun {
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noun: typeof NounType.Topic
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}
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export interface Language extends GraphNoun {
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noun: typeof NounType.Language
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}
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export interface Currency extends GraphNoun {
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noun: typeof NounType.Currency
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}
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export interface Measurement extends GraphNoun {
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noun: typeof NounType.Measurement
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}
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/**
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* Represents content (text, media, etc.) in the graph
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*/
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export interface Content extends GraphNoun {
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noun: typeof NounType.Content
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}
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/**
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* Represents a scientific hypothesis or theory in the graph
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*/
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export interface Hypothesis extends GraphNoun {
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noun: typeof NounType.Hypothesis
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}
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/**
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* Represents an experiment, study, or research trial in the graph
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*/
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export interface Experiment extends GraphNoun {
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noun: typeof NounType.Experiment
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}
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/**
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* Represents a legal contract or agreement in the graph
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*/
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export interface Contract extends GraphNoun {
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noun: typeof NounType.Contract
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}
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/**
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* Represents a regulation, law, or compliance requirement in the graph
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*/
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export interface Regulation extends GraphNoun {
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noun: typeof NounType.Regulation
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}
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/**
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* Represents an interface, API, or protocol specification in the graph
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*/
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export interface Interface extends GraphNoun {
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noun: typeof NounType.Interface
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}
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/**
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* Represents a computational or infrastructure resource in the graph
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*/
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export interface Resource extends GraphNoun {
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noun: typeof NounType.Resource
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}
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/**
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* Defines valid noun types for graph entities
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* Used for categorizing different types of nodes
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*/
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export const NounType = {
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// Core Entity Types
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Person: 'person', // Human entities
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Organization: 'organization', // Formal organizations (companies, institutions, etc.)
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Location: 'location', // Geographic locations (merges previous Place and Location)
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Thing: 'thing', // Physical objects
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Concept: 'concept', // Abstract ideas, concepts, and intangible entities
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Event: 'event', // Occurrences with time and place
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// Digital/Content Types
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Document: 'document', // Text-based files and documents (reports, articles, etc.)
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Media: 'media', // Non-text media files (images, videos, audio)
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File: 'file', // Generic digital files (merges aspects of Digital with file-specific focus)
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Message: 'message', // Communication content (emails, chat messages, posts)
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Content: 'content', // Generic content that doesn't fit other categories
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// Collection Types
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Collection: 'collection', // Generic grouping of items (merges Group, List, and Category)
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Dataset: 'dataset', // Structured collections of data
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// Business/Application Types
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Product: 'product', // Commercial products and offerings
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Service: 'service', // Services and offerings
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User: 'user', // User accounts and profiles
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Task: 'task', // Actions, todos, and workflow items
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Project: 'project', // Organized initiatives with goals and timelines
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// Descriptive Types
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Process: 'process', // Workflows, procedures, and sequences
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State: 'state', // States, conditions, or statuses
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Role: 'role', // Roles, positions, or responsibilities
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Topic: 'topic', // Subjects or themes
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Language: 'language', // Languages or linguistic entities
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Currency: 'currency', // Currencies and monetary units
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Measurement: 'measurement', // Measurements, metrics, or quantities
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// Scientific/Research Types (100% Coverage)
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Hypothesis: 'hypothesis', // Scientific theories, research hypotheses, propositions
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Experiment: 'experiment', // Controlled studies, trials, tests, research methodologies
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// Legal/Regulatory Types (100% Coverage)
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Contract: 'contract', // Legal agreements, terms, policies, binding documents
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Regulation: 'regulation', // Laws, rules, compliance requirements, standards
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// Technical Infrastructure Types (100% Coverage)
|
||||
Interface: 'interface', // APIs, protocols, contracts, specifications, endpoints
|
||||
Resource: 'resource' // Compute resources, bandwidth, storage, infrastructure assets
|
||||
} as const
|
||||
export type NounType = (typeof NounType)[keyof typeof NounType]
|
||||
|
||||
/**
|
||||
* Defines valid verb types for relationships
|
||||
* Used for categorizing different types of connections
|
||||
*/
|
||||
export const VerbType = {
|
||||
// Core Relationship Types
|
||||
RelatedTo: 'relatedTo', // Generic relationship (default fallback)
|
||||
Contains: 'contains', // Containment relationship (parent contains child)
|
||||
PartOf: 'partOf', // Part-whole relationship (child is part of parent)
|
||||
LocatedAt: 'locatedAt', // Spatial relationship
|
||||
References: 'references', // Reference or citation relationship
|
||||
|
||||
// Temporal/Causal Types
|
||||
Precedes: 'precedes', // Temporal sequence (comes before)
|
||||
Succeeds: 'succeeds', // Temporal sequence (comes after)
|
||||
Causes: 'causes', // Causal relationship (merges Influences and Causes)
|
||||
DependsOn: 'dependsOn', // Dependency relationship
|
||||
Requires: 'requires', // Necessity relationship (new)
|
||||
|
||||
// Creation/Transformation Types
|
||||
Creates: 'creates', // Creation relationship (merges Created and Produces)
|
||||
Transforms: 'transforms', // Transformation relationship
|
||||
Becomes: 'becomes', // State change relationship
|
||||
Modifies: 'modifies', // Modification relationship
|
||||
Consumes: 'consumes', // Consumption relationship
|
||||
|
||||
// Ownership/Attribution Types
|
||||
Owns: 'owns', // Ownership relationship (merges Controls and Owns)
|
||||
AttributedTo: 'attributedTo', // Attribution or authorship
|
||||
CreatedBy: 'createdBy', // Creation attribution (new, distinct from Creates)
|
||||
BelongsTo: 'belongsTo', // Belonging relationship (new)
|
||||
|
||||
// Social/Organizational Types
|
||||
MemberOf: 'memberOf', // Membership or affiliation
|
||||
WorksWith: 'worksWith', // Professional relationship
|
||||
FriendOf: 'friendOf', // Friendship relationship
|
||||
Follows: 'follows', // Following relationship
|
||||
Likes: 'likes', // Liking relationship
|
||||
ReportsTo: 'reportsTo', // Reporting relationship
|
||||
Supervises: 'supervises', // Supervisory relationship
|
||||
Mentors: 'mentors', // Mentorship relationship
|
||||
Communicates: 'communicates', // Communication relationship (merges Communicates and Collaborates)
|
||||
|
||||
// Descriptive/Functional Types
|
||||
Describes: 'describes', // Descriptive relationship
|
||||
Defines: 'defines', // Definition relationship
|
||||
Categorizes: 'categorizes', // Categorization relationship
|
||||
Measures: 'measures', // Measurement relationship
|
||||
Evaluates: 'evaluates', // Evaluation or assessment relationship
|
||||
Uses: 'uses', // Utilization relationship (new)
|
||||
Implements: 'implements', // Implementation relationship
|
||||
Extends: 'extends', // Extension relationship (enhancement, building upon)
|
||||
|
||||
// Enhanced Relationships (100% Coverage)
|
||||
Inherits: 'inherits', // True inheritance relationship (class inheritance, legacy)
|
||||
Conflicts: 'conflicts', // Contradictions, incompatibilities, opposing forces
|
||||
Synchronizes: 'synchronizes', // Coordination, timing, synchronized operations
|
||||
Competes: 'competes' // Competition, rivalry, competing relationships
|
||||
} as const
|
||||
export type VerbType = (typeof VerbType)[keyof typeof VerbType]
|
||||
Loading…
Add table
Add a link
Reference in a new issue