RootCauseunvalidated
a too-large local model (e.g. qwen2.5:14b) gets evicted from VRAM under contention — other models + apps loaded. Tension: then calls hang past the OpenAI SDK's 10-minute default timeout. Outcome: relation extraction fails with APIConnectionTimeoutError and you get entities-only (no edges).
66d2d0ab-b086-40a8-8987-4b0672746f47
a too-large local model (e.g. qwen2.5:14b) gets evicted from VRAM under contention — other models + apps loaded. Tension: then calls hang past the OpenAI SDK's 10-minute default timeout. Outcome: relation extraction fails with APIConnectionTimeoutError and you get entities-only (no edges).