Personal Knowledge Graph

Route: /app-connectors/knowledge-graph

Purpose

Personal Knowledge Graph is a visualization placeholder for the future user-owned graph of apps, workspaces, artifacts, notes, tasks, projects, contacts, files, and photos.

Boundary

It is not a backend graph database, embedding system, analytics engine, or uncontrolled cross-app data crawler.

Current MVP UI

• Domain node mock for Apps, Workspaces, Artifacts, Notes, Tasks, Projects, Contacts, Files, and Photos.
• Graph-like cards, relationship examples, AI context, permission boundary, and data sovereignty card.

Mock Data Model

The UI uses mock domain nodes, relationship labels, source boundaries, and sensitive-domain markers.

Future Connectors

Future work may add Data Vault summaries, graph export format, scoped cross-app joins, local-first cache, and MCP graph tools.

Alma Capabilities

Alma can later use scoped graph summaries to understand project context and suggest links without reading raw data.

Permission Boundaries

Graph summaries, cross-app joins, sensitive domains, and raw data traversal are separate scopes. Sensitive joins require explicit consent.

Backend Status

No graph backend, vector index, cross-app read engine, database schema, or real connector sync exists.

Security And Privacy

The graph should be user-owned, exportable, auditable, and consent-aware, especially when joining sensitive domains.