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liminis-context-graph v0.16.4 — edges point at the right entity, and paging for big graphs #671
verveguy
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v0.16.4 finishes the extraction-quality work from 0.16.3, and makes large graphs practical to read over MCP. There's no storage migration and no schema change.
Re-ingesting to clean up a graph? Do it on 0.16.4. It combines 0.16.3's fixes (the identifier check, consolidated summaries and optional LLM-verified dedup) with this release's fixes for wrongly re-pointed edges and self-loops.
Upgrading
knowledge_get_episodeswith no group now returns every group, not justliminis. Passgroup_ids: ["liminis"]to keep the old scope.group_idsis now honoured; before, it was silently ignored.Edges point at the right entity (#645)
When an extracted edge named an entity that wasn't in the current chunk, lcg fuzzy-matched it against that chunk's entities and rewrote it, even when the name existed exactly in the graph already. In a document family, a reference to an earlier document (
ACME-ADR-24004) could be redirected onto whichever similar document the chunk mentioned. On the reporter's corpus that affected 221 endpoints, and 1.6% of edges became self-loops.edges_dropped_self_loopand not stored.ACDSandACDMare no longer merged. Acronyms and their expansions still merge.Reading big graphs over MCP (#648)
knowledge_get_episodesandknowledge_list_entitiesused to return everything at once, sometimes over 600K characters, which overflowed MCP clients. Both now take:cursor: send"", then follownext_cursoruntil it'snull. Paging is stable through inserts and deletes.fields: only the keys you ask for.name_prefix: a prefix filter.Without these parameters, responses are unchanged.
knowledge_statusalso no longer shows a misleadingexists: falseWAL block when a WAL root is configured.What was verified
get_episodescall shape.group_ids,cursor,fieldsandname_prefixover MCP.Full detail: docs/releases/0.16.4.md · CHANGELOG
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