신규 워커 app/workers/inbox_ingest.py (337줄):
- 5분 APScheduler cron (mailplus_archive 와 분리 — INBOX root archive vs DocumentServer/Ingest folder)
- UID SEARCH SINCE 14일 (UNSEEN 단독 의존 X, 사용자가 MailPlus UI 에서 먼저 읽어도 누락 회피)
- Message-ID 정규화 또는 imap:{folder}:{uidvalidity}:{uid} fallback → source_external_id always non-null
- ON CONFLICT DO NOTHING (DB unique 진실원장)
- 신규 row 만 BODY parse: snippet + HTML stripping + attachment metadata (binary 저장 X)
- enqueue_stage(doc.id, classify) 로 기존 classify pipeline 진입
- HC.io heartbeat (옵션, INBOX_INGEST_HC_URL)
- parse 실패 분기: row 생성 전 (logger.error + HC fail) / 후 (email_metadata.parse_error 기록)
env (credentials.env.example):
- INBOX_INGEST_ENABLED=false (기본 dormant, 사용자가 alias/folder 셋업 후 true)
- INBOX_INGEST_FOLDER=DocumentServer/Ingest
- INBOX_INGEST_DAYS=14
- INBOX_INGEST_HC_URL=
main.py:
- inbox_ingest_run import + scheduler.add_job interval 5m
email_ingest 정책 (사용자 라운드 2026-05-12):
- 직접 events row 생성 X
- 이메일은 universal inbox item, source_channel=email memo 로 저장
- classify_worker 가 ai_event_kind 채움 (별 PR 의 4B robustness fix 선결)
- 사용자 1-click promote 만이 events row 생성 path
plan: ~/.claude/plans/document-enchanted-candy.md
VERIFIER_NUMERIC_PROMOTE 환경변수로 numeric_conflict severity 승격 실험.
verifier_service.py:
- _NUMERIC_PROMOTE = os.getenv('VERIFIER_NUMERIC_PROMOTE', '0') == '1'
(import time 평가 — env 변경 시 process restart 필수)
- _SEVERITY_MAP['numeric_conflict']: env=1 → critical=strong / minor=medium,
env=0 (기본) → 둘 다 medium (기존 동작 유지)
- direct_negation 은 env 무관 항상 strong (안전장치)
verifier.txt:
- numeric_conflict 정의에 critical/minor 분리 명시 (core quantity vs peripheral)
- "Range values satisfy any answer within range" rule 추가
- severity mapping 갱신: numeric_conflict 분기 명시
search.py re-gate (Tier 1~7 재번호, B2 신규 Tier 4):
- v_strong_numeric = sum(1 for f in v_strong
if f.startswith('verifier_numeric_conflict'))
- Tier 4 (신규): g_strong + v_strong_numeric >= 1 + low_conf → refuse
re_gate value: 'refuse(grounding+verifier_numeric)'
- 원칙 유지: verifier strong 단독 refuse 금지 — g_strong 교차 필수
- 호환성: 기존 re_gate string literals 그대로 유지, 신규 1개만 추가
credentials.env.example: VERIFIER_NUMERIC_PROMOTE=0 (off, B3 통과 후 production 전환)
tests/test_verifier_numeric_promote.py: 4 케이스 (env off / on / explicit 0 /
direct_negation invariant). monkeypatch.setenv + importlib.reload 패턴.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
- Integrate ollama + ai-gateway into root docker-compose.yml
(NVIDIA GPU runtime, single compose for all services)
- Change NAS mount from SMB (NAS_SMB_PATH) to NFS (NAS_NFS_PATH)
Default: /mnt/nas/Document_Server (fstab registered on GPU server)
- Update config.yaml AI endpoints:
primary → Mac mini MLX via Tailscale (100.76.254.116:8800)
fallback/embedding/vision/rerank → ollama (same Docker network)
gateway → ai-gateway (same Docker network)
- Update credentials.env.example (remove GPU_SERVER_IP, add NFS path)
- Mark gpu-server/docker-compose.yml as deprecated
- Update CLAUDE.md network diagram and AI model config
- Update architecture.md, deploy.md, devlog.md for GPU server as main
- Caddyfile: auto_https off, HTTP only (TLS at upstream proxy)
- Caddy port: 127.0.0.1:8080:80 (localhost only)
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
hyungi