Knowledge graphs
A knowledge graph (shown as an AMPG, Augmented Multi Resolution Property Graph, in the dock and the sidebar) is what an agent grounds its answers in; each build is a version, built from one PDF, and agents pin to a version. Read this before you build or pin a graph.
How versions work
Every build is a version with its own graph, statistics and source document. Versions are peers: each agent pins one and keeps it until you move it; where Studio needs a default it proposes the highest Ready version. A version is Building, Ready, Failed, Cancelled or, briefly, Deleting. One version of a graph builds at a time. A graph that has never been built reads "No versions yet. Build the first one from a PDF of up to 32 pages."
The list
- Open AMPGs in the dock. The list (
/knowledge-graphs) is headed Knowledge Graphs. A grey storage line under the heading, for exampleGraph storage 0.6 GB · Neo4j memory 32% · Artifacts 0.2 GB · measured 10:15, is read once when the list opens; an unmeasured value shows a dash, and the line is absent if the deployment reports nothing. - Filter with Search by knowledge graph ID or name…; the pager then shows how many rows matched.
- Columns: Name, Description, Versions (
v3 ready · v4 building,1 version · failedorno versions yet; the list re-reads every 5 seconds while any row builds), Created and Updated. Each row offers Open, New version and Delete; the last two are disabled while a version builds ("v4 is still building"). - Click Create knowledge graph for a new graph; Previous and Next page. Empty: "No knowledge graphs yet." and "Create one from a PDF of up to 32 pages." No hits: "No knowledge graphs match your search".
Where to go next
| Page | Read it for |
|---|---|
| Build a version | The PDF limits, the six-step rail, the live log, cancelling, failures, Retry as new version. |
| Use, move agents, delete | The graph page, the Versions table and Stats, which agents pin which version, Move N agents here, Share, deleting a version or the graph. |
| Agents: configure and activate | Pinning one agent to a Ready version. |
| Workflows: knowledge-graph update node | Building a version from a workflow. |
Notes
| Rule | Value |
|---|---|
| Name and description | up to 100 and 500 characters |
| Source PDF | one per version, up to 32 pages and 50.0 MB |
| Builds per graph | one at a time |
| Graphs per user | 256 in a standard deployment ("You've reached the limit of 256 knowledge graphs."); server-enforced in a governed one |
| Share | needs a Ready version |
| Delete graph | refused while a version builds or any agent is pinned |
- The sidebar section Augmented Multi Resolution Property Graphs shows AMPGs on the list and, inside a graph, ← All AMPGs and Details. Addresses starting
/knowledge-basesopen under/knowledge-graphs; older document, training and update links open the graph's page. - "Error loading knowledge graphs" or "We couldn't reach the Knowledge Graph service.": reload. "Studio is temporarily unavailable": Studio re-reads every 5 seconds; nothing is lost. "Studio is updating": wait, then Retry.
Related
- Knowledge graphs in depth
- Chat: files, previews and approvals: the AMPG tab shows what an agent retrieved.
- Limits and quotas
- Bring your Claude skills and memories: what a skill, memory or MCP server becomes here.