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document llm dedupe guardrails

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Daniel Chalef 2025-09-26 14:15:54 -07:00
parent 76802f418f
commit 14b465f076
1 changed files with 5 additions and 1 deletions
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6
graphiti_core/utils/maintenance/node_operations.py
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@ -241,7 +241,11 @@ async def _resolve_with_llm(
previous_episodes: list[EpisodicNode] | None,
entity_types: dict[str, type[BaseModel]] | None,
) -> None:
"""Escalate unresolved nodes to the dedupe prompt so the LLM can select or reject duplicates."""
"""Escalate unresolved nodes to the dedupe prompt so the LLM can select or reject duplicates.
The guardrails below defensively ignore malformed or duplicate LLM responses so the
ingestion workflow remains deterministic even when the model misbehaves.
"""
if not state.unresolved_indices:
return