Building an Adaptive AI System: Online, Offline, or Somewhere in Between

This is a draft post. It won't show up in the production build because draft: true is set in the frontmatter.

When you're ready to write, change it to draft: false.

The Problem

AI assistants become useless without internet connectivity, leaving users stranded when they need help most — in remote areas, during outages, or on unstable networks.

The Solution

I built an adaptive AI system that seamlessly switches between Gemini 2.0 Flash (online) and a local Ollama model with RAG-augmented knowledge base (offline). Includes auto-detection, sync engine, and self-improving knowledge base through user feedback.

def example():
    print("This is a code block")
    return True