Akari follows linked reference documents in a luminous Gynara knowledge archive.
Engineering / Knowledgebase

TECHNICAL NOTE

Local Intelligence // ai.akari-lorekeeper

How Akari finds answers about Drakima

Site-wide Akari uses the current page and approved audience-filtered sources. Her guide workflow remains separate from private Gynoid identities.

Production Practitioner Updated 2026-10-30

01 / WHAT

What it does

The site assistant has focused Guide, Companion, Support, Concierge, Workroom and Interview workflows. Retrieval uses approved sources and the current audience rather than arbitrary repository or database access.

02 / WHY

Why it works this way

A helpful answer should connect a member to the actual published work. Staff instructions, withdrawn content and another member's private chat must not become public evidence.

03 / HOW

How it works

Admission selects the permitted lane and context budget. Projection and retrieval resolve current published sources; stale or withdrawn page evidence is withheld even if a worker has not reconciled its old index yet. Ordinary Guide turns remain bounded, while Research has its own admission and defaults off for Beta.

The packaged Engineering handbook contributes public chapters to Engineering guidance and staff chapters to the private architecture lane. CMS dossiers keep their Public/Staff and Experimental distinctions. This documentation refresh does not rewrite Meet the Gynoids character cards or their private conversation context.

Citations and navigation should identify a usable source. Provider availability, source freshness and a successful projection are distinct checks.

Further reading: Engineering handbook.

SYSTEM SCHEMATICS

View the diagram and flow
How the parts connect Conceptual flow of the current ownership boundary; not a live status display.
  1. 01
    Question and page

    Resolve member context and current audience

  2. 02
    Lane admission

    Choose the permitted workflow

  3. 03
    Published evidence

    Read current audience-filtered sources

  4. 04
    Answer

    Validate presentation and source references

  5. 05
    Destination

    Link to the relevant published content

IMPLEMENTATION SAMPLES

Inspect the code examples
Contract at a glancetext
Public source -> public Guide evidence
Staff source -> staff architecture evidence
Withdrawn source -> withheld
Private-room history -> its own account-owned workflow

Illustrative contract summary. This is not an executable script or a record of a live operation.

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