WP Private AI

Private AI for any WordPress site — zero cloud, zero data leaks, any plugin.

Built on WordPress Abilities API (WP 6.9+ core) + Ollama (self-hosted LLM).

Blog post: How I Built a Private AI Assistant for WordPress That Never Sends Data to OpenAI — full write-up of how this was built, the hallucination problem and fix, multi-site deployment, and what comes next.

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What This Is

A proof of concept showing that any WordPress plugin — free or paid — can have AI abilities added to it without modifying the plugin. The AI runs entirely on your own server. No OpenAI. No Anthropic. No data leaving your infrastructure.

GDPR compliant by architecture, not by policy.

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How It Works

[Any WordPress Plugin]
        ↓
  WP Abilities API      ← scanned + generated, no plugin changes needed
        ↓
    WP Agent            ← AI orchestration layer
        ↓
      Ollama            ← self-hosted LLM (llama3.1:8b or similar)
        ↓
  Your Server Only      ← data never leaves

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Key Concepts

Concept	What It Means
WP Abilities API	WordPress core (6.9+) standard for registering AI capabilities
Any plugin, zero changes	Ability adapters live outside the plugin — scan, generate, deploy
Site-specific container	One Ollama instance per site — no cross-site data leakage
Point of truth	AI only answers from the site's own data — no hallucination from general web
Access control	Per-role restrictions on who can ask and what topics are allowed

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Proof of Concept

→ See /poc — scanning a real plugin, generating ability adapters, connecting to Ollama

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For Hosting Companies

Bundle as a tier upgrade. One Ollama server, per-site auth tokens via nginx, rate limiting per site. Each customer gets isolated AI that knows only their site's data.

→ See Wiki: Hosting Company Setup

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For Agencies

Offer private AI as a recurring service for any client site — works with whatever plugins they already use. White-label ready.

→ See Wiki: Agency Deployment

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For Individual Site Owners

Set up in an afternoon. One VPS. Open source. No monthly AI bill after the server cost.

→ See Wiki: Self-Hosted Setup

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Status

• Plugin scanner proof of concept
• Ollama provider for WP Agent
• nginx gateway config
• Wiki documentation
• Blog post: full write-up at vapvarun.com

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License

GPL v2 or later — same as WordPress core.