120db86d74
## 결과 요약 Phase 1.3 baseline vs Phase 2 final A/B (평가셋 v0.1, 23 쿼리): - Recall@10: 0.730 → 0.737 (+0.007) - NDCG@10: 0.663 → 0.668 (+0.005) - Top-3 hit: 0.900 → 0.900 (0) - p95 latency: 171ms → 256ms (+85) - news_crosslingual NDCG: 0.27 → 0.37 (+0.10 ✓) - exact_keyword / natural_language_ko: 완전 유지 (회귀 0) ## Phase 2 게이트: 2/6 통과 ✓ news_crosslingual NDCG ≥ 0.30 ✓ latency p95 < 400ms ❌ Recall@10 ≥ 0.78 (0.737) ❌ Top-3 hit ≥ 0.93 (0.900) ❌ crosslingual_ko_en NDCG ≥ 0.65 (0.53, bge-m3 한계) ❌ 평가셋 v0.2 작성 (후속) ## 핵심 성과 (게이트 미달이지만 견고한 기반) 1. QueryAnalyzer async-only 아키텍처 (retrieval 차단 0) 2. semaphore concurrency=1 (MLX single-inference queue 폭발 방지) 3. multilingual narrowing (news/global 한정 → 회귀 0 + news 개선) 4. soft_filter boost 보수적 설정 (0.01, domain only) 5. prewarm 15개 → cache hit rate 70%+ ## infra_inventory.md soft lock 준수 - config.yaml / Ollama / compose restart 변경 0 Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
25 lines
4.4 KiB
CSV
25 lines
4.4 KiB
CSV
label,id,category,intent,domain_hint,query,relevant_ids,returned_ids_top10,latency_ms,recall_at_10,mrr_at_10,ndcg_at_10,top3_hit,error
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single,kw_001,exact_keyword,fact_lookup,document,산업안전보건법 제6장,3856;3868;3879,3856;3851;3862;3853;3861;3868;3879;3873;3876;3871,95.5,1.000,1.000,0.793,1,
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single,kw_002,exact_keyword,fact_lookup,document,중대재해 처벌 등에 관한 법률 제2장 중대산업재해,3917;3921,3921;3917;3919;3923;3916;3874;3918;3854;3922;3920,120.7,1.000,1.000,1.000,1,
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single,kw_003,exact_keyword,fact_lookup,document,화학물질관리법 유해화학물질 영업자,3981,3981;3985;3980;3984;3993;3857;3978;3986;3983;3957,120.2,1.000,1.000,1.000,1,
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single,kw_004,exact_keyword,fact_lookup,document,근로기준법 안전과 보건,4041,4041;3852;3851;3877;3905;3903;3858;3881;3781;3912,139.3,1.000,1.000,1.000,1,
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single,kw_005,exact_keyword,fact_lookup,document,산업안전보건기준에 관한 규칙 보호구,3888,3888;3912;3911;3905;3909;3889;3910;3897;3890;3896,157.8,1.000,1.000,1.000,1,
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single,nl_001,natural_language_ko,semantic_search,document,기계로 인한 산업재해 관련 법령,3856;3868;3879;3854,3878;3897;3863;3868;3879;3856;3895;3867;3851;3854,85.9,1.000,0.250,0.571,0,
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single,nl_002,natural_language_ko,semantic_search,document,사업주가 도급을 줄 때 산업재해를 예방하기 위해 해야 할 일,3855;3867;3878,3855;3917;3854;3867;3878;3863;3851;3908;3903;3895,82.1,1.000,1.000,0.853,1,
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single,nl_003,natural_language_ko,semantic_search,document,유해화학물질을 다루는 회사가 지켜야 할 안전 의무,3980;3981;3982,3980;3903;3904;3905;3981;3985;3896;3917;3857;3909,117.0,0.667,1.000,0.651,1,
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single,nl_004,natural_language_ko,semantic_search,document,중대재해가 발생했을 때 경영책임자가 처벌받는 기준,3916;3917;3920;3921,3917;3918;3916;3923;3919;3921;3854;3872;3877;3922,113.6,0.750,1.000,0.725,1,
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single,nl_005,natural_language_ko,semantic_search,document,안전보건교육은 누가 받아야 하고 어떤 내용을 다루는가,3853;3865,3853;4025;3876;3879;3859;3865;3781;3815;3818;3787,80.6,1.000,1.000,0.832,1,
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single,cl_001,crosslingual_ko_en,semantic_search,document,기계 안전 가드 설계 원리,3770;3856,3770;4540;3817;4541;3774;3816;3787;3758;3793;3773,79.0,0.500,1.000,0.613,1,
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single,cl_002,crosslingual_ko_en,semantic_search,document,산업 안전 입문서,3755;3775;3776;3777,3760;3755;3774;3764;3758;3775;3779;3802;3814;3817,107.6,0.500,0.500,0.385,1,
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single,cl_003,crosslingual_ko_en,semantic_search,document,전기 안전 위험,3772;3790,3897;3772;3771;4018;3773;3790;3819;4020;3807;3755,125.6,1.000,0.500,0.605,1,
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single,news_001,news_ko,semantic_search,news,이란과 미국의 군사 충돌,4303;4304;4307;4316;4322;4323;4327;4335,4317;4321;4771;4446;4743;4452;4307;4418;4331;4744,94.5,0.125,0.143,0.084,1,
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single,news_002,news_ko,semantic_search,news,호르무즈 해협 봉쇄,4316;4320;4322;4327,4327;4346;4349;4762;4767;4759;4322;4320;4340;4304,94.3,0.750,1.000,0.644,0,
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single,news_003,news_en,semantic_search,news,Trump Iran ultimatum,4258;4260;4262,4776;4515;4519;4658;4644;4763;4333;4762;4679;4321,118.7,0.000,0.000,0.000,1,
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single,news_004,news_fr,semantic_search,news,guerre en Iran,4199;4202;4210;4361;4363;4507;4519;4521,4678;4507;4199;4688;4776;4363;4519;4668;4670;4672,119.6,0.500,0.500,0.460,1,
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single,news_005,news_crosslingual,semantic_search,news,이란 미국 전쟁 글로벌 반응,4202;4258;4262;4536;4303;4304;4316,4262;4457;4765;4324;4345;4329;4452;4443;4761;4642,95.6,0.143,1.000,0.275,1,
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single,misc_001,other_domain,fact_lookup,document,강체의 평면 운동학,4063;4065,4063;4065;4064;4067;4071;4068;4069;4062;4060;4066,172.3,1.000,1.000,1.000,1,
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single,misc_002,other_domain,semantic_search,document,질점의 운동역학,4060;4061;4062,4062;4060;4070;4064;4068;4067;4065;4058;4071;4066,261.8,0.667,1.000,0.765,1,
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single,fail_001,failure_expected,semantic_search,document,Rust async runtime tokio scheduler 내부 구조,,4815;4069;4546;4062;4547;3801;3787;3812;4542;3770,118.6,0.000,0.000,0.000,1,
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single,fail_002,failure_expected,semantic_search,document,양자컴퓨터 큐비트 디코히어런스,,4058;4057;4067;3800;4065;4068;3817;4063;4064;3915,76.9,0.000,0.000,0.000,1,
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single,fail_003,failure_expected,semantic_search,news,재즈 보컬리스트 빌리 홀리데이,,4634;4100;4815;4116;4281;4697;4205;4077;4235;4758,73.6,0.000,0.000,0.000,1,
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