@meta-aiml/parser

AIML Parser SDK v2.0.1 - Official validation library for Meta-AIML.org entity schemas

🎯 SAME VALIDATION LOGIC AS UI VALIDATOR - Complete schema validation for 31 entity types across 6 categories with META-AIML Intelligent Scoring Engine and comprehensive v2.0.1 compliance.

⭐ NEW in v2.0.1

🔄 Enhanced Validation System

• entityCapabilities: Objective business capabilities with boolean functional features
• siteCapabilities: Website interaction capabilities and user actions
• META-AIML Intelligent Scoring Engine: Google PageSpeed-like quality zones (EXCELLENT 90-100, GOOD 50-89, POOR 0-49)
• Exact UI Validator Logic: Same validation rules, scoring, and completeness calculation as the official UI validator

📋 Critical Required Fields (v2.0.1)

{
  "@context": "https://schemas.meta-aiml.org/v2.0.1/context.jsonld",
  "@id": "https://example.com/entity",
  "@type": "EntityTypeName",
  "schemaVersion": "2.0.1",
  "entityType": "entity_type",
  "entityCategory": "category",
  "subcategory": "subcategory",
  "name": { "en": "Name" },
  "description": { "en": "Description 50+ characters" }
}

🚀 Quick Start

Installation

npm install @meta-aiml/parser

Basic Usage

const AIMLParser = require('@meta-aiml/parser');

// Validate a schema using EXACT SAME LOGIC as UI validator
const parser = new AIMLParser();
const result = parser.validate({
  "@context": "https://schemas.meta-aiml.org/v2.0.1/context.jsonld",
  "@id": "https://bellavista.com/entity",
  "@type": "Restaurant",
  "schemaVersion": "2.0.1",
  "entityType": "restaurant",
  "entityCategory": "organization",
  "subcategory": "hospitality",
  "name": {
    "en": "Bella Vista Restaurant",
    "es": "Restaurante Bella Vista"
  },
  "description": {
    "en": "A cozy neighborhood restaurant serving fresh, local cuisine with modern twist and exceptional dining experience in a warm and inviting atmosphere."
  },
  "url": "https://bellavista.com",
  // NEW v2.0.1 FIELDS - Required for complete validation
  "entityCapabilities": {
    "functionalFeatures": {
      "acceptsReservations": true,
      "hasDelivery": true,
      "hasTakeout": true,
      "acceptsCreditCards": true,
      "hasWifi": true
    },
    "contentTypes": ["menu", "photos", "reviews", "location"],
    "businessModel": "restaurant",
    "paymentMethods": ["credit_card", "cash", "digital_wallet"]
  },
  "siteCapabilities": {
    "availableActions": ["view_menu", "make_reservation", "order_delivery"],
    "interactionMethods": ["online_form", "phone_call"],
    "supportedDevices": ["desktop", "mobile", "tablet"],
    "languages": ["en", "es"]
  },
  // Required module for restaurant entities
  "modules": {
    "location": {
      "version": "2.0.1",
      "enabled": true
    }
  }
});

if (result.isValid) {
  console.log(`✅ Valid schema! Score: ${result.score}/100`);
  console.log(`📊 Completeness: ${result.completeness}%`);

  // Quality zones (same as UI validator)
  if (result.score >= 90) {
    console.log('🟢 EXCELLENT - Production ready!');
  } else if (result.score >= 50) {
    console.log('🟡 GOOD - Minor improvements needed');
  } else {
    console.log('🔴 POOR - Address critical errors');
  }
} else {
  console.log('❌ Validation errors:', result.errors);
  console.log('⚠️ Warnings:', result.warnings);
}

📊 META-AIML Intelligent Scoring Engine

Same scoring algorithm as the official UI validator:

🎯 Quality Zones:

• 🟢 EXCELLENT (90-100): No warnings, with completeness bonus for 100 points
• 🟡 GOOD (50-89): Functional schema with warnings or minor errors (≤3)
• 🔴 POOR (0-49): Critical issues requiring immediate attention (>3 errors)

🧮 Scoring Algorithm:

// Base calculation: 100 - (ERRORS×30 + WARNINGS×10 + SUGGESTIONS×5)
// Enhanced logic:
// - No warnings → 90 + (completeness × 10%) up to 100
// - Has errors (≤3) → minimum 50 points (Good zone)
// - Multiple errors (>3) → may fall to Poor zone (floor 25 points)

🏗️ Complete Entity Type Coverage

📊 Organization (6 types)

• clinic - Healthcare clinics (Required modules: auth, security, compliance)
• education_platform - Educational platforms (Required: auth, user-management)
• fitness_platform - Fitness and wellness centers
• hotel - Hotels and accommodation (Required: location, payments)
• restaurant - Food service establishments (Required: location)
• store - Physical retail stores

🛍️ Product Offering (4 types)

• ecommerce_store - Online stores (Required: auth, payments)
• marketplace - Multi-vendor marketplaces (Required: auth, payments, user-management)
• product - Physical products
• software_product - Digital software products

🔧 Service (9 types)

• business_services - Professional services
• generative_ai_platform - AI platforms (Required: auth, security)
• real_estate_platform - Property services
• ridesharing_service - Transportation (Required: auth, location)
• task_management_app - Productivity apps
• telemedicine_platform - Remote healthcare (Required: auth, security, compliance, streaming)
• virtual_event_platform - Online events
• web_app - Web applications
• website_services - Website development services

🎨 Creative Work (9 types)

• blog - Content publishing platforms
• event - Events and gatherings
• file_hosting - File storage services
• gaming_platform - Gaming platforms
• news - News and media outlets
• personal_website - Personal websites
• photo_hosting - Image sharing platforms
• streaming_platform - Media streaming
• video_hosting - Video platforms

👥 Community (2 types)

• dating_platform - Dating platforms
• social_network - Social networks (Required: auth, user-management)

💰 Financial Product (1 type)

• online_banking - Digital banking (Required: auth, security, compliance)

🔧 Complete API Reference

Constructor

const parser = new AIMLParser(options);

Options:

• debug (boolean): Enable debug mode
• strict (boolean): Enable strict validation
• version (string): Target AIML version (default: "2.0.1")

Core Validation Methods

validate(data)

Complete schema validation with META-AIML Intelligent Scoring Engine.

const result = parser.validate(schema);
// Returns: AIMLValidationResult with exact same logic as UI validator

isValid(data)

Quick boolean validation check.

const valid = parser.isValid(schema);
// Returns: boolean

getEntityInfo(data)

Extract detailed entity information.

const info = parser.getEntityInfo(schema);
// Returns: AIMLEntityInfo | null

Static Methods

// Quick validation (same as UI validator)
const result = AIMLParser.validate(schema, options);

// Factory methods
const prodParser = AIMLParser.createProduction();
const devParser = AIMLParser.createDevelopment();

// Utility methods
const version = AIMLParser.getVersion(); // "2.0.1"
const entityTypes = AIMLParser.getEntityTypes(); // All 31 types
const categories = AIMLParser.getEntityCategories(); // 6 categories
const modules = AIMLParser.getModules(); // 14 available modules
const subcategories = AIMLParser.getSubcategories(); // 15 subcategories

📊 Validation Result Structure

{
  isValid: boolean,           // Overall validation status
  errors: AIMLValidationError[],     // Critical errors (30 points each)
  warnings: AIMLValidationError[],   // Warnings (10 points each)
  suggestions: AIMLValidationError[], // Suggestions (5 points each)
  entityInfo: {               // Entity information
    entityType: string,       // One of 31 supported types
    entityCategory: string,   // One of 6 base categories
    subcategory: string,      // One of 15 subcategories
    baseSchema: string,       // Base schema category
    modules: string[],        // Active modules (max 14)
    hasEntityCapabilities: boolean,  // NEW v2.0.1
    hasSiteCapabilities: boolean     // NEW v2.0.1
  },
  score: number,              // META-AIML Intelligent Scoring Engine (0-100)
  completeness: number,       // Completeness percentage (0-100)
  performance: {              // Performance metrics
    schemaSize: number,       // Schema size in bytes
    complexity: 'low'|'medium'|'high', // Complexity assessment
    moduleCount: number       // Number of enabled modules
  }
}

⚡ v2.0.1 Enhanced Features

NEW: entityCapabilities (Required)

Objective, verifiable business capabilities:

"entityCapabilities": {
  "functionalFeatures": {
    // Boolean values for objective verification
    "acceptsReservations": true,
    "hasDelivery": true,
    "acceptsCreditCards": true,
    "hasWifi": true
  },
  "contentTypes": ["menu", "photos", "reviews"], // Available content
  "businessModel": "restaurant",                 // Business model type
  "paymentMethods": ["credit_card", "cash"]      // Supported payments
}

NEW: siteCapabilities (Required)

Website interaction and accessibility features:

"siteCapabilities": {
  "availableActions": ["view_menu", "make_reservation"], // User actions
  "interactionMethods": ["online_form", "phone_call"],   // Contact methods
  "contentAccess": ["public", "members_only"],           // Access levels
  "supportedDevices": ["desktop", "mobile", "tablet"],   // Device support
  "languages": ["en", "es"],                             // UI languages
  "realTimeFeatures": ["real_time_availability"]         // Real-time features
}

🔍 Complete Examples

Marketplace Entity (Product Offering)

const marketplaceSchema = {
  "@context": "https://schemas.meta-aiml.org/v2.0.1/context.jsonld",
  "@id": "https://techbazaar.com/entity",
  "@type": "Marketplace",
  "schemaVersion": "2.0.1",
  "entityType": "marketplace",
  "entityCategory": "product_offering",
  "subcategory": "ecommerce_platform",
  "name": {
    "en": "TechBazaar Global Marketplace",
    "es": "Mercado Global TechBazaar"
  },
  "description": {
    "en": "Leading B2B2C technology marketplace connecting vendors and buyers worldwide with comprehensive product catalog and secure payment processing."
  },
  "url": "https://techbazaar.com",
  "shortDescription": "Global technology marketplace platform",

  // Required v2.0.1 fields
  "entityCapabilities": {
    "functionalFeatures": {
      "supportsOnlinePayments": true,
      "hasShoppingCart": true,
      "hasUserAccounts": true,
      "hasProductReviews": true,
      "hasVendorVerification": true
    },
    "contentTypes": ["products", "reviews", "guides", "vendor_profiles"],
    "businessModel": "marketplace",
    "paymentMethods": ["credit_card", "paypal", "digital_wallet"]
  },
  "siteCapabilities": {
    "availableActions": ["browse_products", "compare_products", "add_to_cart", "checkout"],
    "interactionMethods": ["online_form", "live_chat", "email"],
    "supportedDevices": ["desktop", "mobile", "tablet"],
    "languages": ["en", "es", "zh"]
  },

  // Required modules for marketplace
  "modules": {
    "auth": { "version": "2.0.1", "enabled": true },
    "payments": { "version": "2.0.1", "enabled": true },
    "user-management": { "version": "2.0.1", "enabled": true }
  }
};

const result = AIMLParser.validate(marketplaceSchema);
console.log(`Score: ${result.score}/100 - ${result.score >= 90 ? 'EXCELLENT' : result.score >= 50 ? 'GOOD' : 'POOR'}`);

🚀 Advanced Usage

Comprehensive Error Handling

const result = parser.validate(schema);

// Same error structure as UI validator
if (!result.isValid) {
  console.log('🔴 Critical Errors (Must Fix):');
  result.errors.forEach(error => {
    console.log(`  - ${error.field}: ${error.message}`);
    if (error.suggestion) {
      console.log(`    💡 ${error.suggestion}`);
    }
  });

  console.log('🟡 Warnings (Recommended):');
  result.warnings.forEach(warning => {
    console.log(`  - ${warning.field}: ${warning.message}`);
  });

  console.log('🔵 Suggestions (Optional):');
  result.suggestions.forEach(suggestion => {
    console.log(`  - ${suggestion.field}: ${suggestion.message}`);
  });
}

// Quality assessment (same as UI validator)
const getQualityZone = (score) => {
  if (score >= 90) return { name: 'EXCELLENT', color: 'green', description: 'Production ready' };
  if (score >= 50) return { name: 'GOOD', color: 'orange', description: 'Minor improvements needed' };
  return { name: 'POOR', color: 'red', description: 'Critical issues' };
};

const zone = getQualityZone(result.score);
console.log(`${zone.name} (${result.score}/100) - ${zone.description}`);

Batch Validation

const schemas = [restaurantSchema, marketplaceSchema, clinicSchema];
const results = schemas.map(schema => AIMLParser.validate(schema));

// Quality distribution (same logic as UI validator)
const excellent = results.filter(r => r.score >= 90).length;
const good = results.filter(r => r.score >= 50 && r.score < 90).length;
const poor = results.filter(r => r.score < 50).length;

console.log(`Quality Distribution: ${excellent} Excellent, ${good} Good, ${poor} Poor`);

📋 Required Fields by Category

Critical Fields (All entities)

// ERRORS if missing - from required_fields_v2.0.1.md
const criticalRequired = [
  '@context',      // Must be "https://schemas.meta-aiml.org/v2.0.1/context.jsonld"
  '@id',           // Unique URI identifier
  '@type',         // Pascal Case entity name
  'schemaVersion', // Must be "2.0.1"
  'entityType',    // snake_case type (one of 31)
  'entityCategory',// one of 6 base categories
  'subcategory',   // must match entityType
  'name',          // Multilingual object (minimum "en")
  'description'    // Multilingual object (minimum "en", 50+ chars)
];

Required Modules by Entity Type

const requiredModules = {
  "clinic": ["auth", "security", "compliance"],
  "education_platform": ["auth", "user-management"],
  "hotel": ["location", "payments"],
  "restaurant": ["location"],
  "ecommerce_store": ["auth", "payments"],
  "marketplace": ["auth", "payments", "user-management"],
  "generative_ai_platform": ["auth", "security"],
  "ridesharing_service": ["auth", "location"],
  "social_network": ["auth", "user-management"],
  "online_banking": ["auth", "security", "compliance"],
  "telemedicine_platform": ["auth", "security", "compliance", "streaming"]
};

🌐 Browser Usage

CDN (UMD)

<script src="https://unpkg.com/@meta-aiml/[email protected]/dist/aiml-parser.min.js"></script>
<script>
  const parser = new AIMLParser();
  const result = parser.validate(mySchema);

  // Same quality assessment as UI validator
  if (result.score >= 90) {
    console.log('🟢 EXCELLENT - Ready for production!');
  }
</script>

ES Modules

<script type="module">
  import AIMLParser from 'https://unpkg.com/@meta-aiml/[email protected]/dist/index.esm.js';

  const result = AIMLParser.validate(schema);
  console.log(`META-AIML Score: ${result.score}/100`);
</script>

🏗️ Schema Hierarchy

All AIML v2.0.1 schemas follow this exact structure:

@type → entityCategory → subcategory → entityType

Examples:

• Restaurant → organization → hospitality → restaurant
• Marketplace → product_offering → ecommerce_platform → marketplace
• SocialNetwork → community → social_platform → social_network

Complete Subcategories (15 total)

• ecommerce_platform, hospitality, healthcare_services
• education_services, ai_platform, professional_services
• ridesharing_services, website_services, property_services
• physical_product, digital_product, media_entertainment
• social_platform, event_platform, financial_services

✅ Migration from v2.0.0

Removed in v2.0.1

• ❌ semanticProperties - Subjective AI qualities
• ❌ intentContext - User intent contexts
• ❌ appliedContexts - External context references
• ❌ context/ folder - Geographic/cultural contexts

Added in v2.0.1

• ✅ entityCapabilities - Objective business capabilities
• ✅ siteCapabilities - Website interaction features
• ✅ Enhanced validation with exact UI validator logic
• ✅ META-AIML Intelligent Scoring Engine with quality zones

🔄 Changelog

v2.1.0 (Latest)

• 🎯 EXACT UI VALIDATOR LOGIC: Same validation rules, scoring, and completeness
• 🔧 Enhanced error messages with actionable suggestions
• 📊 META-AIML Intelligent Scoring Engine with quality zones
• 🚀 Complete v2.0.1 support with new required fields

🤝 Contributing

Thank you for your interest.

However, this project does not accept external contributions at this time.

Please do not submit pull requests or feature requests.

We appreciate your understanding.

📄 License

Source-Available License - see LICENSE file.

🔗 Links

• GitHub Repository: https://github.com/meta-aiml-org/SDK
• NPM Package: https://www.npmjs.com/package/@meta-aiml/parser
• Meta-AIML.org: https://meta-aiml.org
• Schema Documentation: https://meta-aiml.org/docs
• UI Validator: https://meta-aiml.org/playground

Built for AI agents and developers. 🤖✨

Validated with the same engine that powers the official Meta-AIML.org UI validator.