1. Lets every local app/chat-bot on the phone read & write to the same encrypted knowledge graph so that:
    • Your calendar app can remind the LLM that you have a dentist tomorrow.
- The LLM can store a newly learned fact (“user is allergic to penicillin”) once and every other app sees it instantly.
  1. Provides a RAG layer that runs entirely on-device (ARM-NN, CoreML, NNAPI) so the LLM can retrieve facts without leaking data to the cloud.

  2. Keeps the memory footprint < 150 MB and battery impact < 2 % per hour on a mid-range Android phone.

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