README

Overview

The Marketplace Integration module provides a comprehensive platform for AI model certification, validation, discovery, benchmarking, and management in Drupal. It enables organizations to create and manage their own AI model marketplace with enterprise-grade security, performance validation, and discovery capabilities.

Features

AI Model Certification: Validate and certify AI models against platform standards
Model Submission and Management: Submit, update, and manage AI models in the marketplace
Security Scanning: Perform security scans on AI models to detect vulnerabilities
Performance Benchmarking: Run performance benchmarks to evaluate model efficiency
Model Discovery: Search and recommend AI models based on various criteria
Real-time Analytics: Monitor usage, performance, and error metrics in real-time
Comprehensive API: Full-featured RESTful API for marketplace operations
Webhook Integration: Event-based notifications for asynchronous operations

Requirements

Drupal 9.3 or higher
PHP 8.1 or higher
Composer
llm module
secure_drupal module
mcp_client_extras module (optional)

Installation

Using Composer

composer require drupal/marketplace_integration
drush en marketplace_integration

Manual Installation

Download and extract the module to your Drupal modules directory
Enable the module using Drush or the Drupal UI:
```
drush en marketplace_integration
```

Configuration

Visit /admin/config/services/marketplace to configure the module
Set up API authentication options
Configure certification levels and criteria
Set up security scanning and performance benchmarking parameters
Configure marketplace analytics and monitoring

Architecture

The Marketplace Integration module follows a service-oriented architecture:

Services Layer: Core business logic implemented as Drupal services
- MarketplaceManager: Central service for marketplace operations
- CertificationEngine: Handles model validation and certification
- SecurityScanner: Performs security scanning on models
- BenchmarkEngine: Runs performance benchmarks
- DiscoveryEngine: Powers search and recommendation capabilities
- AnalyticsManager: Collects and processes analytics data
API Layer: RESTful API endpoints for marketplace operations
- Implemented using Drupal's REST API system
- Comprehensive OpenAPI documentation
- Authentication via session, basic auth, or OAuth 2.0
Data Layer: Structured data storage
- Custom entities for models, certifications, security scans, and benchmarks
- Integration with Drupal's entity API
- Support for field-based extensions

API Documentation

The module provides a comprehensive API for interacting with the marketplace:

API Documentation: Detailed API reference
Integration Examples: Practical code examples
OpenAPI Specification: OpenAPI 3.0.3 specification

Usage Examples

Managing AI Models via UI

Visit /admin/marketplace/models to view all models
Click "Add Model" to submit a new model
Use the action buttons to manage existing models:
- View details
- Edit properties
- Run security scan
- Perform benchmarks
- Delete model

Certification Workflow

Submit a model for validation
Review validation results
Approve or reject certification
Verify certification status
Revalidate when needed

Using the API

See Integration Examples for detailed API usage examples.

Extending the Module

Custom Certification Criteria

Create a custom plugin implementing CertificationCriteriaInterface:

/**
 * @CertificationCriteria(
 *   id = "custom_criteria",
 *   label = @Translation("Custom Criteria"),
 *   description = @Translation("Custom certification criteria"),
 * )
 */
class CustomCriteria extends CertificationCriteriaBase {
  /**
   * {@inheritdoc}
   */
  public function validate(ModelInterface $model) {
    // Custom validation logic
    return new ValidationResult(TRUE, 95, 'Passed custom validation');
  }
}

Custom Security Scanners

Create a custom plugin implementing SecurityScannerInterface:

/**
 * @SecurityScanner(
 *   id = "custom_scanner",
 *   label = @Translation("Custom Scanner"),
 *   description = @Translation("Custom security scanner"),
 * )
 */
class CustomScanner extends SecurityScannerBase {
  /**
   * {@inheritdoc}
   */
  public function scan(ModelInterface $model) {
    // Custom scanning logic
    return new ScanResult(TRUE, [], 'No vulnerabilities found');
  }
}

Custom Benchmark Tests

Create a custom plugin implementing BenchmarkTestInterface:

/**
 * @BenchmarkTest(
 *   id = "custom_benchmark",
 *   label = @Translation("Custom Benchmark"),
 *   description = @Translation("Custom benchmark test"),
 * )
 */
class CustomBenchmark extends BenchmarkTestBase {
  /**
   * {@inheritdoc}
   */
  public function run(ModelInterface $model) {
    // Custom benchmark logic
    return new BenchmarkResult(TRUE, ['latency' => 0.2], 'Benchmark completed');
  }
}

Drupal Recipe Integration

The module can be installed as part of a recipe:

# recipe.yml
name: AI Marketplace Recipe
description: Sets up an AI model marketplace
modules:
  - marketplace_integration
  - llm
  - secure_drupal
config:
  marketplace_integration.settings:
    certification_levels:
      - basic
      - standard
      - enterprise
    default_validation_level: standard
    enable_security_scanning: true
    enable_performance_benchmarking: true

Testing

The module includes comprehensive tests:

# Run all tests
phpunit

# Run specific test suite
phpunit --testsuite=Unit

# Run with coverage report
phpunit --coverage-html=coverage

Contributing

Fork the repository
Create a feature branch (git checkout -b feature/my-feature)
Write tests for your feature
Implement your feature following Drupal coding standards
Run tests to ensure everything passes
Submit a pull request

Troubleshooting

Check the Drupal log for errors (/admin/reports/dblog)
Enable development mode for more detailed error messages
Review the Troubleshooting Guide

License

GPL-2.0-or-later

bluefly / marketplace_integration

Maintainers

Details