Data Machine Multisite

Multisite extension for Data Machine that exposes AI tools network-wide and provides multisite-aware search capabilities.

Migration Status

Prefix Migration: ✅ Complete - All dm_ prefixes migrated to datamachine_ throughout

Overview

Data Machine Multisite enables WordPress multisite networks to share Data Machine's general AI tools across all sites without requiring Data Machine to be installed on every site. This lightweight extension provides:

• Network-Wide Tool Access: Any plugin on any site can use Data Machine's 4 general AI tools
• Multisite-Aware Search: Search across ALL sites in the network with site context
• Cross-Site Post Reading: Read WordPress posts from any site in the network
• Centralized Configuration: Configure API keys once, use everywhere

Requirements

• WordPress Multisite installation
• Data Machine plugin installed on at least one site in the network
• PHP 8.0 or higher
• WordPress 6.0 or higher

Installation

1. Install Data Machine on your main site (e.g., extrachill.com)
2. Upload datamachine-multisite to /wp-content/plugins/ directory
3. Network Activate datamachine-multisite from Network Admin → Plugins
4. Configure Google Search (optional) in Data Machine Settings on main site

The 4 General AI Tools

1. Google Search

Search Google and return structured JSON results with titles, links, and snippets.

Requirements: API Key + Custom Search Engine ID (configured in Data Machine Settings)

Example:

$tools = apply_filters('datamachine_chubes_ai_tools_multisite', []);
$result = call_user_func(
    [$tools['google_search']['class'], $tools['google_search']['method']],
    ['query' => 'latest music news'],
    $tools['google_search']
);

2. WebFetch

Fetch and extract clean content from any web page URL.

Requirements: None

Example:

$tools = apply_filters('datamachine_chubes_ai_tools_multisite', []);
$result = call_user_func(
    [$tools['webfetch']['class'], $tools['webfetch']['method']],
    ['url' => 'https://example.com/article'],
    $tools['webfetch']
);

3. Local Search (Multisite Version)

Search across ALL sites in the WordPress multisite network with site context.

Requirements: None

Example:

$tools = apply_filters('datamachine_chubes_ai_tools_multisite', []);
$result = call_user_func(
    [$tools['local_search']['class'], $tools['local_search']['method']],
    [
        'query' => 'electronic music',
        'post_types' => ['post', 'page']
    ],
    $tools['local_search']
);

// Returns results with site context:
// ['site_name', 'site_url', 'site_id', 'title', 'link', 'excerpt', ...]

4. WordPress Post Reader (Multisite Version)

Read full content from any WordPress post URL in the multisite network.

Requirements: None

Example:

$tools = apply_filters('datamachine_chubes_ai_tools_multisite', []);
$result = call_user_func(
    [$tools['wordpress_post_reader']['class'], $tools['wordpress_post_reader']['method']],
    ['url' => 'https://shop.extrachill.com/post/sample-post/'],
    $tools['wordpress_post_reader']
);

// Returns post data with site context:
// ['site_name', 'site_url', 'site_id', 'title', 'content', 'categories', ...]

Multisite Site Context

Automatic Context Injection: DM-Multisite automatically injects comprehensive network context into ALL AI requests through the global chubes_ai_request filter.

What Gets Injected

Every AI request receives structured JSON context containing:

Network Information:

• Main site ID and URL
• Total number of sites in network
• List of all sites (up to 50) with IDs, names, and URLs

Current Site Information:

• Site ID, name, tagline, URL
• Language and timezone
• All public post types with published counts
• All public taxonomies with term counts

How It Works

DM-Multisite hooks into the chubes_ai_request filter at priority 50, automatically appending network context to the messages array. This happens transparently for:

• ✅ Data Machine pipelines (replaces single-site context with multisite context)
• ✅ ExtraChill Chat (provides context on sites without Data Machine)
• ✅ Any plugin using apply_filters('chubes_ai_request', ...)

Performance

Context is cached permanently until content changes. Cache automatically invalidates when:

• Posts are created, updated, or deleted
• Terms are created, updated, or deleted
• Sites are added or removed from network
• Site options change (blogname, URL, etc.)

Result: Zero performance overhead after initial cache generation.

Example Context Output

{
  "network": {
    "main_site_id": 1,
    "main_site_url": "https://extrachill.com",
    "total_sites": 6,
    "sites": [
      {"id": 1, "name": "ExtraChill", "url": "https://extrachill.com"},
      {"id": 2, "name": "Community", "url": "https://community.extrachill.com"}
    ]
  },
  "current_site": {
    "id": 2,
    "name": "ExtraChill Community",
    "url": "https://community.extrachill.com",
    "post_types": {
      "post": {"label": "Posts", "count": 150},
      "topic": {"label": "Topics", "count": 89}
    },
    "taxonomies": {
      "category": {"label": "Categories", "terms": {"Music": 45, "Events": 32}}
    }
  }
}

Usage for Plugin Developers

Basic Integration

Any plugin on any site in the network can discover and use tools:

// In your plugin (e.g., ExtraChill-Chat)
function my_plugin_use_chubes_ai_tools() {
    // Discover available tools
    $tools = apply_filters('datamachine_chubes_ai_tools_multisite', []);

    if (empty($tools)) {
        // DM-Multisite not active
        return;
    }

    // Use Google Search
    if (isset($tools['google_search'])) {
        $tool = $tools['google_search'];
        $result = call_user_func(
            [$tool['class'], $tool['method']],
            ['query' => 'my search query'],
            $tool
        );

        if ($result['success']) {
            $search_results = $result['data']['results'];
            // Process results...
        }
    }

    // Use Local Search (multisite-aware)
    if (isset($tools['local_search'])) {
        $tool = $tools['local_search'];
        $result = call_user_func(
            [$tool['class'], $tool['method']],
            ['query' => 'content search', 'post_types' => ['post']],
            $tool
        );

        if ($result['success']) {
            // Results include site_name, site_url, site_id
            foreach ($result['data']['results'] as $item) {
                echo "{$item['title']} from {$item['site_name']}\n";
            }
        }
    }
}

AI Agent Integration

Perfect for AI agents that need access to external information and network-wide content:

class MyAIAgent {

    private $tools = [];

    public function __construct() {
        $this->tools = apply_filters('datamachine_chubes_ai_tools_multisite', []);
    }

    public function search_web($query) {
        if (!isset($this->tools['google_search'])) {
            return null;
        }

        $tool = $this->tools['google_search'];
        return call_user_func(
            [$tool['class'], $tool['method']],
            ['query' => $query],
            $tool
        );
    }

    public function search_network($query) {
        if (!isset($this->tools['local_search'])) {
            return null;
        }

        $tool = $this->tools['local_search'];
        return call_user_func(
            [$tool['class'], $tool['method']],
            ['query' => $query],
            $tool
        );
    }

    public function read_post($url) {
        if (!isset($this->tools['wordpress_post_reader'])) {
            return null;
        }

        $tool = $this->tools['wordpress_post_reader'];
        return call_user_func(
            [$tool['class'], $tool['method']],
            ['url' => $url],
            $tool
        );
    }

    public function fetch_webpage($url) {
        if (!isset($this->tools['webfetch'])) {
            return null;
        }

        $tool = $this->tools['webfetch'];
        return call_user_func(
            [$tool['class'], $tool['method']],
            ['url' => $url],
            $tool
        );
    }
}

Architecture

Dual-Layer Filter System

Layer 1: Network Discovery (datamachine_chubes_ai_tools_multisite)

• Makes tools available to ANY plugin in the network
• Works on sites WITHOUT Data Machine installed
• Provides multisite-aware versions of Local Search and Post Reader

Layer 2: Core Integration (chubes_ai_tools)

• Replaces single-site tools with multisite versions in Data Machine
• Ensures Data Machine pipelines use multisite-aware tools
• Priority 15 (after core tools register at priority 10)

Network-Wide Configuration

Configuration is stored using get_site_option() / update_site_option():

• Multisite: Uses network-wide wp_sitemeta table
• Single-site: Automatically falls back to wp_options table

This means:

• Configure Google Search API keys once on main site
• All sites in network can use the tools with those credentials
• Zero duplicate configuration needed

Use Cases

ExtraChill Music Platform

Main Site (extrachill.com): Data Machine installed Community Site (community.extrachill.com): ExtraChill-Chat plugin Shop Site (shop.extrachill.com): E-commerce functionality

With DM-Multisite:

• ✅ Chat agent on community site can search Google for artist info
• ✅ Chat agent can search ALL Extra Chill sites for relevant content
• ✅ Chat agent can read full posts from shop site for context
• ✅ Chat agent can fetch external web pages (artist websites, venues)

Result: Instant network-wide AI intelligence with zero duplicate setup.

Development

File Structure

datamachine-multisite/
├── datamachine-multisite.php                  # Main plugin file
├── inc/
│   ├── ToolRegistry.php              # Dual-layer filter system
│   ├── MultisiteLocalSearch.php      # Cross-site search
│   └── MultisiteWordPressPostReader.php  # Network post reading
├── README.md                         # This file
└── AGENTS.md                         # Developer documentation

Testing

1. Network Activation Check: Verify plugin requires network activation
2. Tool Discovery: Test datamachine_chubes_ai_tools_multisite filter returns 4 tools
3. Cross-Site Search: Search from one site, verify results from all sites
4. Cross-Site Reading: Read post URL from different site, verify content
5. Configuration Sharing: Configure on main site, use from secondary site

Support

• Issues: GitHub Issues
• Documentation: See AGENTS.md file for technical architecture details
• Author: Chris Huber - https://chubes.net

License

GPL v2 or later - https://www.gnu.org/licenses/gpl-2.0.html