feat(eval): Phase 2Q Diagnose Phase 1A — fixture (4 카테고리 × 2 LLM) + prompt v1
phase-2q-query-rewrite-diagnose.md v6 plan 의 Phase 1 fixture 박제 (G0-1 + G0-2). 산출물: - app/prompts/query_rewrite.txt — multi-query rewrite prompt v1 (3 variants: 원본 + 한국어 rephrase + 영어 번역) - tests/fixtures/macmini_gemma4_query_rewrite_response.json — 4 카테고리 (korean_only/mixed/english_only/exam) - tests/fixtures/macbook_qwen_query_rewrite_response.json — 4 카테고리 동일 inspect 9 결과 (2026-05-24): - Mac mini gemma-4-26B-A4B :8801 = response_format json_object 지원 - MacBook qwen3.6-27B-8bit :8810 = response_format json_object 미지원 (120s hang) — prompt rule only - prompt rule \"no markdown, no code fence\" 강제 시 둘 다 strict JSON (gemma 도 fence wrap 없음) - parser fallback (markdown fence regex) 유지 — 첫 호출 prompt 없을 때 wrap 관찰 사례 8 호출 측정: - gemma 1.16~1.36s / qwen 1.93~2.24s (warm) - variants 의미 일관 + 도메인 용어 (ASME/Section VIII/압력용기/가스기사) verbatim preserve - 한국어→영어 cross-lingual translation 자연 Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
This commit is contained in:
hyungi
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You are a search query rewriter for a multilingual document search system (Korean primary, English/mixed secondary).
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Task: given the user's search query, produce 3 search-friendly variants:
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- variant 0 = original query (verbatim, no change)
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- variant 1 = Korean rephrase with different phrasing (synonyms / 명사구 변형 / 조사 변형)
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- variant 2 = English translation OR cross-lingual rephrase (if Korean → English term; if English → Korean term)
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Rules:
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- Each variant ≤ 80 chars.
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- Preserve domain-specific terms (ASME, KGS, 가스기사, 압력용기) verbatim — no abbreviation/transliteration.
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- Do not invent new entities.
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- Output STRICT JSON only (no prose, no markdown, no code fence): {"variants": ["...", "...", "..."]}
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@@ -0,0 +1,238 @@
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{
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"_meta": {
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"description": "Phase 2Q G0-2 MacBook qwen3.6-27B query rewrite response fixture (4 카테고리)",
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"captured_at": "2026-05-24",
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"endpoint": "http://100.118.112.84:8810/v1/chat/completions",
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"model": "mlx-community/Qwen3.6-27B-8bit",
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"sampling": {
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"temperature": 0.3,
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"max_tokens": 256,
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"response_format_omitted": true
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},
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"prompt_version": "v1",
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"prompt_path": "app/prompts/query_rewrite.txt",
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"note": "response_format=json_object 미지원 (120s hang at inspect 9, 2026-05-24). prompt rule 'no markdown' 만으로 strict JSON 강제. 3.2s cold first call → ~2.1s warm. OpenAI 호환 + extra reasoning/tool_calls/peak_memory fields ([[reference_mlx_vlm_tool_calling]])."
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},
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"cases": {
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"korean_only": {
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"query": "압력용기 설계 기준",
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"request_body": {
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"model": "mlx-community/Qwen3.6-27B-8bit",
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"messages": [
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{
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"role": "system",
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"content": "You are a search query rewriter for a multilingual document search system (Korean primary, English/mixed secondary).\n\nTask: given the user's search query, produce 3 search-friendly variants:\n- variant 0 = original query (verbatim, no change)\n- variant 1 = Korean rephrase with different phrasing (synonyms / 명사구 변형 / 조사 변형)\n- variant 2 = English translation OR cross-lingual rephrase (if Korean → English term; if English → Korean term)\n\nRules:\n- Each variant ≤ 80 chars.\n- Preserve domain-specific terms (ASME, KGS, 가스기사, 압력용기) verbatim — no abbreviation/transliteration.\n- Do not invent new entities.\n- Output STRICT JSON only (no prose, no markdown, no code fence): {\"variants\": [\"...\", \"...\", \"...\"]}"
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},
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{
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"role": "user",
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"content": "압력용기 설계 기준"
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}
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],
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"temperature": 0.3,
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"max_tokens": 256
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},
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"response": {
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"id": "chatcmpl-0a123e20-1f15-4e76-bfa2-34c4a1f06a98",
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"object": "chat.completion",
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"created": 1779574036,
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"model": "mlx-community/Qwen3.6-27B-8bit",
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"choices": [
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{
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"index": 0,
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"finish_reason": "stop",
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"message": {
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"role": "assistant",
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"content": "{\"variants\": [\"압력용기 설계 기준\", \"압력용기 설계 규정\", \"pressure vessel design standards\"]}",
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"reasoning": null,
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"name": null
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},
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"logprobs": null
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}
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],
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"usage": {
|
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"prompt_tokens": 210,
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"completion_tokens": 26,
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"total_tokens": 236,
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"prompt_tokens_details": {
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"cached_tokens": 0
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},
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"prompt_tps": 0.0,
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"generation_tps": 0.0,
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"peak_memory": 30.210776441
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}
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},
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"parsed_variants": [
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"압력용기 설계 기준",
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"압력용기 설계 규정",
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"pressure vessel design standards"
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]
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},
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"mixed": {
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"query": "ASME Section VIII 적용 기준",
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"request_body": {
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"model": "mlx-community/Qwen3.6-27B-8bit",
|
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"messages": [
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{
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"role": "system",
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"content": "You are a search query rewriter for a multilingual document search system (Korean primary, English/mixed secondary).\n\nTask: given the user's search query, produce 3 search-friendly variants:\n- variant 0 = original query (verbatim, no change)\n- variant 1 = Korean rephrase with different phrasing (synonyms / 명사구 변형 / 조사 변형)\n- variant 2 = English translation OR cross-lingual rephrase (if Korean → English term; if English → Korean term)\n\nRules:\n- Each variant ≤ 80 chars.\n- Preserve domain-specific terms (ASME, KGS, 가스기사, 압력용기) verbatim — no abbreviation/transliteration.\n- Do not invent new entities.\n- Output STRICT JSON only (no prose, no markdown, no code fence): {\"variants\": [\"...\", \"...\", \"...\"]}"
|
||||
},
|
||||
{
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"role": "user",
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||||
"content": "ASME Section VIII 적용 기준"
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}
|
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],
|
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"temperature": 0.3,
|
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"max_tokens": 256
|
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},
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"response": {
|
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"id": "chatcmpl-51c5fd7c-b4a8-4fe1-ac77-ebcf232513e7",
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"object": "chat.completion",
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"created": 1779574038,
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"model": "mlx-community/Qwen3.6-27B-8bit",
|
||||
"choices": [
|
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{
|
||||
"index": 0,
|
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"finish_reason": "stop",
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"message": {
|
||||
"role": "assistant",
|
||||
"content": "{\"variants\": [\"ASME Section VIII 적용 기준\", \"ASME Section VIII 적용 범위 및 기준\", \"ASME Section VIII application criteria\"]}",
|
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"reasoning": null,
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"tool_calls": null,
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"tool_call_id": null,
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"name": null
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},
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"logprobs": null
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}
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],
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"usage": {
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"prompt_tokens": 210,
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"completion_tokens": 30,
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"total_tokens": 240,
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"prompt_tokens_details": {
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"cached_tokens": 0
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},
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"prompt_tps": 0.0,
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"generation_tps": 0.0,
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"peak_memory": 30.210776441
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}
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},
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"parsed_variants": [
|
||||
"ASME Section VIII 적용 기준",
|
||||
"ASME Section VIII 적용 범위 및 기준",
|
||||
"ASME Section VIII application criteria"
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||||
]
|
||||
},
|
||||
"english_only": {
|
||||
"query": "pressure vessel design code",
|
||||
"request_body": {
|
||||
"model": "mlx-community/Qwen3.6-27B-8bit",
|
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"messages": [
|
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{
|
||||
"role": "system",
|
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"content": "You are a search query rewriter for a multilingual document search system (Korean primary, English/mixed secondary).\n\nTask: given the user's search query, produce 3 search-friendly variants:\n- variant 0 = original query (verbatim, no change)\n- variant 1 = Korean rephrase with different phrasing (synonyms / 명사구 변형 / 조사 변형)\n- variant 2 = English translation OR cross-lingual rephrase (if Korean → English term; if English → Korean term)\n\nRules:\n- Each variant ≤ 80 chars.\n- Preserve domain-specific terms (ASME, KGS, 가스기사, 압력용기) verbatim — no abbreviation/transliteration.\n- Do not invent new entities.\n- Output STRICT JSON only (no prose, no markdown, no code fence): {\"variants\": [\"...\", \"...\", \"...\"]}"
|
||||
},
|
||||
{
|
||||
"role": "user",
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||||
"content": "pressure vessel design code"
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||||
}
|
||||
],
|
||||
"temperature": 0.3,
|
||||
"max_tokens": 256
|
||||
},
|
||||
"response": {
|
||||
"id": "chatcmpl-580c1a94-9710-4cf0-931f-2a9661560ca5",
|
||||
"object": "chat.completion",
|
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"created": 1779574032,
|
||||
"model": "mlx-community/Qwen3.6-27B-8bit",
|
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"choices": [
|
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{
|
||||
"index": 0,
|
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"finish_reason": "stop",
|
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"message": {
|
||||
"role": "assistant",
|
||||
"content": "{\"variants\": [\"pressure vessel design code\", \"압력용기 설계 규정\", \"ASME pressure vessel code\"]}",
|
||||
"reasoning": null,
|
||||
"tool_calls": null,
|
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"tool_call_id": null,
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"name": null
|
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},
|
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"logprobs": null
|
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}
|
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],
|
||||
"usage": {
|
||||
"prompt_tokens": 208,
|
||||
"completion_tokens": 25,
|
||||
"total_tokens": 233,
|
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"prompt_tokens_details": {
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"cached_tokens": 0
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},
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"prompt_tps": 0.0,
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"generation_tps": 0.0,
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"peak_memory": 30.200421726
|
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}
|
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},
|
||||
"parsed_variants": [
|
||||
"pressure vessel design code",
|
||||
"압력용기 설계 규정",
|
||||
"ASME pressure vessel code"
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||||
]
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||||
},
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||||
"exam": {
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||||
"query": "가스기사 필기 출제기준",
|
||||
"request_body": {
|
||||
"model": "mlx-community/Qwen3.6-27B-8bit",
|
||||
"messages": [
|
||||
{
|
||||
"role": "system",
|
||||
"content": "You are a search query rewriter for a multilingual document search system (Korean primary, English/mixed secondary).\n\nTask: given the user's search query, produce 3 search-friendly variants:\n- variant 0 = original query (verbatim, no change)\n- variant 1 = Korean rephrase with different phrasing (synonyms / 명사구 변형 / 조사 변형)\n- variant 2 = English translation OR cross-lingual rephrase (if Korean → English term; if English → Korean term)\n\nRules:\n- Each variant ≤ 80 chars.\n- Preserve domain-specific terms (ASME, KGS, 가스기사, 압력용기) verbatim — no abbreviation/transliteration.\n- Do not invent new entities.\n- Output STRICT JSON only (no prose, no markdown, no code fence): {\"variants\": [\"...\", \"...\", \"...\"]}"
|
||||
},
|
||||
{
|
||||
"role": "user",
|
||||
"content": "가스기사 필기 출제기준"
|
||||
}
|
||||
],
|
||||
"temperature": 0.3,
|
||||
"max_tokens": 256
|
||||
},
|
||||
"response": {
|
||||
"id": "chatcmpl-f793ee8b-73aa-4c31-b950-03f00603145e",
|
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"object": "chat.completion",
|
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"created": 1779574034,
|
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"model": "mlx-community/Qwen3.6-27B-8bit",
|
||||
"choices": [
|
||||
{
|
||||
"index": 0,
|
||||
"finish_reason": "stop",
|
||||
"message": {
|
||||
"role": "assistant",
|
||||
"content": "{\"variants\": [\"가스기사 필기 출제기준\", \"가스기사 필기시험 출제 범위\", \"Gas Engineer written exam syllabus\"]}",
|
||||
"reasoning": null,
|
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"tool_calls": null,
|
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"tool_call_id": null,
|
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"name": null
|
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},
|
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"logprobs": null
|
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}
|
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],
|
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"usage": {
|
||||
"prompt_tokens": 211,
|
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"completion_tokens": 31,
|
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"total_tokens": 242,
|
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"prompt_tokens_details": {
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"cached_tokens": 0
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},
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"prompt_tps": 0.0,
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"generation_tps": 0.0,
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"peak_memory": 30.210776441
|
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}
|
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},
|
||||
"parsed_variants": [
|
||||
"가스기사 필기 출제기준",
|
||||
"가스기사 필기시험 출제 범위",
|
||||
"Gas Engineer written exam syllabus"
|
||||
]
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,208 @@
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{
|
||||
"_meta": {
|
||||
"description": "Phase 2Q G0-1 Mac mini gemma-4 query rewrite response fixture (4 카테고리)",
|
||||
"captured_at": "2026-05-24",
|
||||
"endpoint": "http://100.76.254.116:8801/v1/chat/completions",
|
||||
"model": "gemma-4-26b-a4b-it-8bit",
|
||||
"sampling": {
|
||||
"temperature": 0.3,
|
||||
"max_tokens": 256,
|
||||
"response_format": {
|
||||
"type": "json_object"
|
||||
}
|
||||
},
|
||||
"prompt_version": "v1",
|
||||
"prompt_path": "app/prompts/query_rewrite.txt",
|
||||
"note": "response_format=json_object 지원. prompt rule 'no markdown' 강제 시 strict JSON. parser fallback (markdown fence regex) 유지 — 첫 시도 prompt 없이 호출 시 ```json...``` wrap 관찰 (2026-05-24 inspect 9)."
|
||||
},
|
||||
"cases": {
|
||||
"korean_only": {
|
||||
"query": "압력용기 설계 기준",
|
||||
"request_body": {
|
||||
"model": "gemma-4-26b-a4b-it-8bit",
|
||||
"messages": [
|
||||
{
|
||||
"role": "system",
|
||||
"content": "You are a search query rewriter for a multilingual document search system (Korean primary, English/mixed secondary).\n\nTask: given the user's search query, produce 3 search-friendly variants:\n- variant 0 = original query (verbatim, no change)\n- variant 1 = Korean rephrase with different phrasing (synonyms / 명사구 변형 / 조사 변형)\n- variant 2 = English translation OR cross-lingual rephrase (if Korean → English term; if English → Korean term)\n\nRules:\n- Each variant ≤ 80 chars.\n- Preserve domain-specific terms (ASME, KGS, 가스기사, 압력용기) verbatim — no abbreviation/transliteration.\n- Do not invent new entities.\n- Output STRICT JSON only (no prose, no markdown, no code fence): {\"variants\": [\"...\", \"...\", \"...\"]}"
|
||||
},
|
||||
{
|
||||
"role": "user",
|
||||
"content": "압력용기 설계 기준"
|
||||
}
|
||||
],
|
||||
"temperature": 0.3,
|
||||
"max_tokens": 256,
|
||||
"response_format": {
|
||||
"type": "json_object"
|
||||
}
|
||||
},
|
||||
"response": {
|
||||
"id": "chatcmpl-1779574028",
|
||||
"object": "chat.completion",
|
||||
"created": 1779574028,
|
||||
"model": "mlx-community/gemma-4-26b-a4b-it-8bit",
|
||||
"choices": [
|
||||
{
|
||||
"index": 0,
|
||||
"message": {
|
||||
"role": "assistant",
|
||||
"content": "{\"variants\": [\"압력용기 설계 기준\", \"압력용기 설계 규격 및 기준\", \"Pressure vessel design standards\"]}"
|
||||
},
|
||||
"finish_reason": "stop"
|
||||
}
|
||||
],
|
||||
"usage": {
|
||||
"prompt_tokens": 214,
|
||||
"completion_tokens": 29,
|
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"total_tokens": 243
|
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}
|
||||
},
|
||||
"parsed_variants": [
|
||||
"압력용기 설계 기준",
|
||||
"압력용기 설계 규격 및 기준",
|
||||
"Pressure vessel design standards"
|
||||
]
|
||||
},
|
||||
"mixed": {
|
||||
"query": "ASME Section VIII 적용 기준",
|
||||
"request_body": {
|
||||
"model": "gemma-4-26b-a4b-it-8bit",
|
||||
"messages": [
|
||||
{
|
||||
"role": "system",
|
||||
"content": "You are a search query rewriter for a multilingual document search system (Korean primary, English/mixed secondary).\n\nTask: given the user's search query, produce 3 search-friendly variants:\n- variant 0 = original query (verbatim, no change)\n- variant 1 = Korean rephrase with different phrasing (synonyms / 명사구 변형 / 조사 변형)\n- variant 2 = English translation OR cross-lingual rephrase (if Korean → English term; if English → Korean term)\n\nRules:\n- Each variant ≤ 80 chars.\n- Preserve domain-specific terms (ASME, KGS, 가스기사, 압력용기) verbatim — no abbreviation/transliteration.\n- Do not invent new entities.\n- Output STRICT JSON only (no prose, no markdown, no code fence): {\"variants\": [\"...\", \"...\", \"...\"]}"
|
||||
},
|
||||
{
|
||||
"role": "user",
|
||||
"content": "ASME Section VIII 적용 기준"
|
||||
}
|
||||
],
|
||||
"temperature": 0.3,
|
||||
"max_tokens": 256,
|
||||
"response_format": {
|
||||
"type": "json_object"
|
||||
}
|
||||
},
|
||||
"response": {
|
||||
"id": "chatcmpl-1779574029",
|
||||
"object": "chat.completion",
|
||||
"created": 1779574029,
|
||||
"model": "mlx-community/gemma-4-26b-a4b-it-8bit",
|
||||
"choices": [
|
||||
{
|
||||
"index": 0,
|
||||
"message": {
|
||||
"role": "assistant",
|
||||
"content": "{\"variants\": [\"ASME Section VIII 적용 기준\", \"ASME Section VIII 적용 규정 및 기준\", \"Application standards for ASME Section VIII\"]}"
|
||||
},
|
||||
"finish_reason": "stop"
|
||||
}
|
||||
],
|
||||
"usage": {
|
||||
"prompt_tokens": 214,
|
||||
"completion_tokens": 31,
|
||||
"total_tokens": 245
|
||||
}
|
||||
},
|
||||
"parsed_variants": [
|
||||
"ASME Section VIII 적용 기준",
|
||||
"ASME Section VIII 적용 규정 및 기준",
|
||||
"Application standards for ASME Section VIII"
|
||||
]
|
||||
},
|
||||
"english_only": {
|
||||
"query": "pressure vessel design code",
|
||||
"request_body": {
|
||||
"model": "gemma-4-26b-a4b-it-8bit",
|
||||
"messages": [
|
||||
{
|
||||
"role": "system",
|
||||
"content": "You are a search query rewriter for a multilingual document search system (Korean primary, English/mixed secondary).\n\nTask: given the user's search query, produce 3 search-friendly variants:\n- variant 0 = original query (verbatim, no change)\n- variant 1 = Korean rephrase with different phrasing (synonyms / 명사구 변형 / 조사 변형)\n- variant 2 = English translation OR cross-lingual rephrase (if Korean → English term; if English → Korean term)\n\nRules:\n- Each variant ≤ 80 chars.\n- Preserve domain-specific terms (ASME, KGS, 가스기사, 압력용기) verbatim — no abbreviation/transliteration.\n- Do not invent new entities.\n- Output STRICT JSON only (no prose, no markdown, no code fence): {\"variants\": [\"...\", \"...\", \"...\"]}"
|
||||
},
|
||||
{
|
||||
"role": "user",
|
||||
"content": "pressure vessel design code"
|
||||
}
|
||||
],
|
||||
"temperature": 0.3,
|
||||
"max_tokens": 256,
|
||||
"response_format": {
|
||||
"type": "json_object"
|
||||
}
|
||||
},
|
||||
"response": {
|
||||
"id": "chatcmpl-1779574026",
|
||||
"object": "chat.completion",
|
||||
"created": 1779574026,
|
||||
"model": "mlx-community/gemma-4-26b-a4b-it-8bit",
|
||||
"choices": [
|
||||
{
|
||||
"index": 0,
|
||||
"message": {
|
||||
"role": "assistant",
|
||||
"content": "{\"variants\": [\"pressure vessel design code\", \"압력용기 설계 코드\", \"pressure vessel design standard\"]}"
|
||||
},
|
||||
"finish_reason": "stop"
|
||||
}
|
||||
],
|
||||
"usage": {
|
||||
"prompt_tokens": 212,
|
||||
"completion_tokens": 24,
|
||||
"total_tokens": 236
|
||||
}
|
||||
},
|
||||
"parsed_variants": [
|
||||
"pressure vessel design code",
|
||||
"압력용기 설계 코드",
|
||||
"pressure vessel design standard"
|
||||
]
|
||||
},
|
||||
"exam": {
|
||||
"query": "가스기사 필기 출제기준",
|
||||
"request_body": {
|
||||
"model": "gemma-4-26b-a4b-it-8bit",
|
||||
"messages": [
|
||||
{
|
||||
"role": "system",
|
||||
"content": "You are a search query rewriter for a multilingual document search system (Korean primary, English/mixed secondary).\n\nTask: given the user's search query, produce 3 search-friendly variants:\n- variant 0 = original query (verbatim, no change)\n- variant 1 = Korean rephrase with different phrasing (synonyms / 명사구 변형 / 조사 변형)\n- variant 2 = English translation OR cross-lingual rephrase (if Korean → English term; if English → Korean term)\n\nRules:\n- Each variant ≤ 80 chars.\n- Preserve domain-specific terms (ASME, KGS, 가스기사, 압력용기) verbatim — no abbreviation/transliteration.\n- Do not invent new entities.\n- Output STRICT JSON only (no prose, no markdown, no code fence): {\"variants\": [\"...\", \"...\", \"...\"]}"
|
||||
},
|
||||
{
|
||||
"role": "user",
|
||||
"content": "가스기사 필기 출제기준"
|
||||
}
|
||||
],
|
||||
"temperature": 0.3,
|
||||
"max_tokens": 256,
|
||||
"response_format": {
|
||||
"type": "json_object"
|
||||
}
|
||||
},
|
||||
"response": {
|
||||
"id": "chatcmpl-1779574027",
|
||||
"object": "chat.completion",
|
||||
"created": 1779574027,
|
||||
"model": "mlx-community/gemma-4-26b-a4b-it-8bit",
|
||||
"choices": [
|
||||
{
|
||||
"index": 0,
|
||||
"message": {
|
||||
"role": "assistant",
|
||||
"content": "{\"variants\": [\"가스기사 필기 출제기준\", \"가스기사 필기 시험 출제 범위 및 기준\", \"Gas Engineer written exam syllabus\"]}"
|
||||
},
|
||||
"finish_reason": "stop"
|
||||
}
|
||||
],
|
||||
"usage": {
|
||||
"prompt_tokens": 217,
|
||||
"completion_tokens": 36,
|
||||
"total_tokens": 253
|
||||
}
|
||||
},
|
||||
"parsed_variants": [
|
||||
"가스기사 필기 출제기준",
|
||||
"가스기사 필기 시험 출제 범위 및 기준",
|
||||
"Gas Engineer written exam syllabus"
|
||||
]
|
||||
}
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user