Ranked AI Search Architectures
Click any stack to inspect pipeline & shortcuts
SearXNG + Local LLM (Open-WebUI)
Self-Hosted / Local RAG
Overall Fit Score: 92/100
Daily Life Verdict: Completely air-gapped from commercial AI surveillance. Pulls live multi-engine web snippets via your own SearXNG container, then synthesizes locally using Llama 3 or Mistral. Zero subscription fees.
Browser Search Shortcut (%s)
Direct URL bar integration
Add this custom search engine string in Chrome, Brave, Arc, or Firefox to trigger AI answers straight from your address bar using keyword shortcuts (e.g. @ai query).
https://searxng.local/search?q=%s
Stack Setup Blueprint
Deployment Profile• Hosting: Docker Container / Localhost
• Model Backend: Ollama (Llama-3.1 / Qwen-2.5)
• Cost Structure: $0/mo (Self-Compute)
• Data Retention: 100% Zero-Log / Memory Only
Complete Engine Tradeoff Matrix
Comprehensive feature breakdown| Engine / Stack | Privacy Architecture | Citation Model | Monthly Cost | Speed / Latency | Complexity |
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