hyungi a67df0a10b feat(eval): Phase 2A Diagnose Phase 2 — candidate reindex (me5 + snowflake 페어) ...

phase-2a-embedding-diagnose.md v4 § 7 Phase 2 산출.
페어 invariant (R2-2): documents_cand + document_chunks_cand 동기 swap, 부분 swap 금지.

- snapshot 박제 (R2-D): v0_2_phase2a_snapshot_2026-05-23.json
  - SNAPSHOT_DOC_ID_MAX=25180 / SNAPSHOT_CHUNK_ID_MAX=56526
  - documents_n=21365 (embedded, active) / chunks_n=30605
  - production ingest 정지 0, 모든 candidate reindex + baseline rebaseline 측정이 id<=snapshot 한정

- reindex_candidate.py 신규 (R2-5):
  - reindex_documents(): production _build_embed_input() import 재사용
  - reindex_chunks(): document_chunks.text 그대로 (재 chunking 0)
  - TEI batch=8 (1.7 internal queue overflow 회피) + truncate=true (mE5 512 context)
  - retry-8 exponential backoff (10/20/40/80/90s) — TEI SIGSEGV 자동 복구
  - idempotent ON CONFLICT DO NOTHING (cancellation/resume 안전)

- docker-compose.override.cand.yml: restart=unless-stopped (TEI 1.7 panic 자동 복구)

DB 산출물 (4 테이블):
  - documents_cand_me5_large_inst       : 21365 rows (dim 1024) + ivfflat lists=100
  - document_chunks_cand_me5_large_inst : 30605 rows (dim 1024) + ivfflat lists=100
  - documents_cand_snowflake_l_v2       : 21365 rows (dim 1024) + ivfflat lists=100
  - document_chunks_cand_snowflake_l_v2 : 30605 rows (dim 1024) + ivfflat lists=100
  - ivfflat.probes=20 (production 동일) 보존
  - smoke retrieval (nearest neighbor SQL) PASS 후보 2종

production 영향:
  - documents / document_chunks 컬럼/row 변경 0
  - config.yaml 변경 0 (ollama bge-m3 unchanged)
  - production fastapi/postgres/reranker 변경 0 (profile embed-cand 격리)

다음 단계: Phase 3 (DS API + retrieval_service slug-based dispatcher 추가, baseline rebaseline + 2 후보 51 case 측정).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

2026-05-23 06:26:14 +00:00

..

api

feat(search): /ask/react endpoint with Qwen native tool calling ReAct loop

2026-05-22 13:43:47 +00:00

calibrate_fixtures

feat(scripts): Phase 3.5 — calibrate_ask.py CLI (Q0~Q8 + render + FP CSV)

2026-04-17 08:11:06 +09:00

fixtures

feat(eval): Phase 2A Diagnose Phase 1 — TEI candidate compose override + fixture G0

2026-05-23 05:04:21 +00:00

load/fixtures

ops(gpu-health): GPU 서비스 health/smoke 표준화 + synthetic VRAM 피크 가드

2026-05-14 09:42:07 +09:00

phase3_5_eval

feat(ask): Phase 3.5a guardrails (classifier + refusal gate + grounding + partial)

2026-04-10 08:49:11 +09:00

policy

fix(policy): use container-compatible imports (drop app. prefix)

2026-04-24 09:42:24 +09:00

scripts

feat(chunk): Phase 1.2-E reindex 스크립트 추가

2026-04-08 12:31:29 +09:00

search_eval

feat(eval): Phase 2A Diagnose Phase 2 — candidate reindex (me5 + snowflake 페어)

2026-05-23 06:26:14 +00:00

services

feat(search): /ask/react endpoint with Qwen native tool calling ReAct loop

2026-05-22 13:43:47 +00:00

__init__.py

feat: scaffold v2 project structure with Docker, FastAPI, and config

2026-04-02 10:20:15 +09:00

_worker_pool_helpers.py

refactor(worker-pool): Registry-1B test fixture — NullPool helper standalone

2026-05-19 12:43:53 +09:00

conftest.py

feat: scaffold v2 project structure with Docker, FastAPI, and config

2026-04-02 10:20:15 +09:00

test_ask_eval_auth.py

feat(ask): Phase 3.5 A0 — ask_events source/eval_case_id + eval auth boundary

2026-04-17 08:11:06 +09:00

test_briefing_historical.py

fix(briefing): backfill country_perspectives[].article_ids from cluster members

2026-05-12 13:15:26 +09:00

test_explanation_cap.py

fix(tests): explanation cap test setup — 한글 chunk 길이 부족 보정

2026-05-02 08:35:34 +09:00

test_freshness_decay.py

feat(search): PR-RAG-Time-1 freshness decay (news/law_monitor)

2026-05-03 08:38:09 +09:00

test_grounding_fabricated_number.py

feat(grounding): Phase 3.5 B1 — unit-aware fabricated_number + bound semantics

2026-04-17 08:11:06 +09:00

test_internal_worker_authz.py

refactor(worker-pool): Registry-1B test fixture — NullPool helper standalone

2026-05-19 12:43:53 +09:00

test_internal_worker_endpoints.py

refactor(worker-pool): Registry-1B test fixture — NullPool helper standalone

2026-05-19 12:43:53 +09:00

test_laptop_worker_bot_auth.py

feat(worker-pool): Registry-1B Pull 활성화 (auth + worker_jobs + 5 endpoint)

2026-05-19 08:54:07 +09:00

test_marker_image_persist.py

feat(markdown): persist extracted images with auth routes

2026-05-10 14:05:41 +09:00

test_priority_gate.py

feat(search): MLX priority gate (B-1, Priority.FOREGROUND vs BACKGROUND)

2026-05-17 08:42:58 +09:00

test_session_summary_guard_pattern.py

feat(study): Phase 4-D 운영 관찰 + confidence calibration

2026-05-02 07:33:57 +09:00

test_synthesis_failure_regate.py

fix(search): re-gate Tier 0 — synthesis self-refuse / timeout / empty answer 일관 처리

2026-04-17 08:29:49 +09:00

test_verifier_numeric_promote.py

feat(verifier): Phase 3.5 B2 — numeric_conflict promote (env flag) + Tier 4

2026-04-17 08:11:06 +09:00

test_worker_jobs_ownership.py

refactor(worker-pool): Registry-1B test fixture — NullPool helper standalone

2026-05-19 12:43:53 +09:00

test_worker_jobs_retry.py

refactor(worker-pool): Registry-1B test fixture — NullPool helper standalone

2026-05-19 12:43:53 +09:00

test_worker_jobs_skip_locked.py

refactor(worker-pool): Registry-1B test fixture — NullPool helper standalone

2026-05-19 12:43:53 +09:00

test_worker_jobs_smoke.py

refactor(worker-pool): Registry-1B test fixture — NullPool helper standalone

2026-05-19 12:43:53 +09:00

test_worker_recap_compaction.py

feat(worker-pool): Registry-1C cap 1MB + deterministic compaction

2026-05-19 12:55:51 +09:00

test_worker_recap_endpoint.py

feat(worker-pool): Registry-1C cap 1MB + deterministic compaction

2026-05-19 12:55:51 +09:00