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VaultOS guide

Engineering — VaultOS field notes

Knowledge architecture, grounded assistance and lessons from Emerge’s own operating environment.

Engineering

How we ground Gemini Enterprise on 1,038 documents

The exact pipeline behind our vault: plain markdown into BigQuery and Knowledge Catalog for governance, a search data store for grounding, and cited answers that write back.

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