Skip to content

Add Zep (Graphiti) baseline - #6

Open
QingyaoAi wants to merge 5 commits into
THUIR:mainfrom
QingyaoAi:main
Open

Add Zep (Graphiti) baseline#6
QingyaoAi wants to merge 5 commits into
THUIR:mainfrom
QingyaoAi:main

Conversation

@QingyaoAi

Copy link
Copy Markdown
Collaborator

No description provided.

QingyaoAi and others added 5 commits June 11, 2026 08:09
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Wraps graphiti-core with the embedded Kuzu backend (no graph DB server
needed). Conversations are ingested as message episodes; questions
retrieve top-k temporal facts via Graphiti's hybrid search.

- Anthropic-format LLM support injects thinking:disabled because
  Graphiti forces tool use, which thinking-mode models reject
- Local sentence-transformers embedder option (no embeddings API)
- Kuzu CHECKPOINT after ingestion/open: the off-policy runner copies
  the cache dir while the DB is open, and a dirty WAL segfaults
- Reuses dialog_mem0 for corpus datasets (no dialog_graphiti column)

Verified end-to-end on TinyDataset Locomo-0 (f1 = 0.5).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
The Kuzu backend is deprecated upstream and a floating version would
let the extraction pipeline (and thus benchmark results) drift.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant