AI Methods

Memory-augmented health assistants

How user-owned health profiles plus retrieval-augmented context can deliver personalised guidance without surveillance. Architecture trade-offs.

An AI health assistant that does not remember you is a stranger you meet repeatedly. The architectural choice is where memory lives.

Three options

  • Server-side memory. Most convenient. Highest privacy risk. The default for big tech.
  • Client-side memory. Browser/device storage. Lowest privacy risk. Sync across devices is the trade-off.
  • Hybrid (encrypted server, client-decrypted). Best of both. Engineering complexity is the trade-off.

DiaCare’s choice

Client-side. Health profile lives in browser localStorage and is injected just-in-time into the system prompt. We never store the profile server-side. Cross-device sync is on the roadmap as an opt-in feature with hybrid encryption.

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