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# Title: IZN AI Private Query & Agent Router
# Author: Noor Siddiqui · Founder, IZN AI (al-izn.com)
# Architecture: 100% UAE-Hosted · Zero 3rd-Party LLM Data Leaks

from typing import Dict, Any
from dataclasses import dataclass

@dataclass
class SearchQuery:
    user_id: str
    query_text: str
    target_domain: str  # e.g. "uae_corporate_tax", "trade_compliance", "directory"

class PrivateSearchRouter:
    """Routes queries strictly to UAE-hosted specialized models."""
    DOMAINS = {
        "uae_corporate_tax": "local-llama-tax-9pct",
        "trade_compliance": "local-qwen-customs-gso",
        "verified_directory": "in-memory-vector-uae-registry",
        "mediation": "private-settlement-agent"
    }

    async def route_secure_query(self, query: SearchQuery) -> Dict[str, Any]:
        # Never sends client financial or legal queries to public external APIs
        selected_model = self.DOMAINS.get(query.target_domain, "general-private-uae")
        return {
            "status": "processed_locally",
            "model": selected_model,
            "data_privacy": "100% sovereign (zero public telemetry)"
        }

# Production Stack: Noor Siddiqui Sovereign Infrastructure
# Host: Sovereign Edge Gateway (Dubai GCC) · noor.al-izn.com
version: '3.8'

services:
  nginx-gateway:
    image: nginx:1.24-alpine
    ports: ["80:80", "443:443"]
    restart: always

  fastapi-engine:
    build: .
    environment:
      - REDIS_URL=redis://redis:6379/0
      - OLLAMA_HOST=http://ollama-core:11434
    restart: unless-stopped