Splits pull+transcribe (now tower-side, eager) from extract+embed (stays on the dev scheduler). Three machine-coordination pieces land together because they reference each other: - v3 migration adds sources.claimed_by + claimed_at — observability + stale-claim recovery columns. The actual race-safety primitive is `SELECT ... FOR UPDATE SKIP LOCKED` in the new claim helper, so two machines can poll the queue without doubling work. - src/second_brain/claim.py owns the claim dance (claim_next_source, release_claim, reap_stale_claims). Both stage gates filter by source_type so the tower never grabs articles and the dev side never grabs videos. - src/second_brain/transcribe.py wraps faster-whisper (lazy-imported so it stays out of the dev install). resolve_settings() reads env > [whisper] block > defaults, falling back to int8 on cpu / float16 on cuda when compute_type is unspecified. Default model large-v3. - src/second_brain/scheduler/transcribe_worker.py is the long-running poll loop. Reads pipeline_settings every iteration so the dashboard's enable/window/max-items/max-video-length take effect within one cycle. Reaps stale claims at startup. SIGTERM-clean. DB-unreachable backs off with a log line; never crash-loops. - adapters/youtube.py drops the torch-whisper transcribe path; pull stays. Removes openai-whisper from the default deps and gates faster-whisper behind a new `tower` extra (uv sync --extra tower). - main.py: new `second-brain transcribe-worker` (--once for ad-hoc). `process` now article-only on the pull side but still picks up TRANSCRIBED of any source_type for the extract step. Live-verified: migration applies clean, transcribe-worker --once honors transcription_enabled=false gate. |
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| .. | ||
| adapters | ||
| compiler | ||
| context | ||
| embeddings | ||
| extractor | ||
| llm | ||
| scheduler | ||
| web | ||
| __init__.py | ||
| claim.py | ||
| config.py | ||
| database.py | ||
| main.py | ||
| models.py | ||
| settings_store.py | ||
| transcribe.py | ||